Stable version

D_LABITEMS.csv

@@ -0,0 +1,754 @@
+"ROW_ID","ITEMID","LABEL","FLUID","CATEGORY","LOINC_CODE"
+546,51346,"Blasts","Cerebrospinal Fluid (CSF)","Hematology","26447-3"
+547,51347,"Eosinophils","Cerebrospinal Fluid (CSF)","Hematology","26451-5"
+548,51348,"Hematocrit, CSF","Cerebrospinal Fluid (CSF)","Hematology","30398-2"
+549,51349,"Hypersegmented Neutrophils","Cerebrospinal Fluid (CSF)","Hematology","26506-6"
+550,51350,"Immunophenotyping","Cerebrospinal Fluid (CSF)","Hematology",
+551,51351,"Lymphs","Cerebrospinal Fluid (CSF)","Hematology","26479-6"
+552,51352,"Macrophage","Cerebrospinal Fluid (CSF)","Hematology","30426-1"
+553,51353,"Mesothelial cells","Cerebrospinal Fluid (CSF)","Hematology","30429-5"
+554,51354,"Metamyelocytes","Cerebrospinal Fluid (CSF)","Hematology","30366-9"
+555,51355,"Monocytes","Cerebrospinal Fluid (CSF)","Hematology","26486-1"
+556,51356,"Myelocytes","Cerebrospinal Fluid (CSF)","Hematology","30447-7"
+557,51357,"NRBC","Cerebrospinal Fluid (CSF)","Hematology","48778-5"
+558,51358,"Other","Cerebrospinal Fluid (CSF)","Hematology",
+559,51359,"Plasma","Cerebrospinal Fluid (CSF)","Hematology","47413-0"
+560,51360,"Polys","Cerebrospinal Fluid (CSF)","Hematology","26517-3"
+561,51361,"Promyelocytes","Cerebrospinal Fluid (CSF)","Hematology",
+562,51362,"RBC, CSF","Cerebrospinal Fluid (CSF)","Hematology","26454-9"
+563,51363,"WBC, CSF","Cerebrospinal Fluid (CSF)","Hematology","26465-5"
+564,51364,"Young","Cerebrospinal Fluid (CSF)","Hematology",
+565,51365,"Atypical Lymphocytes","Joint Fluid","Hematology","33371-6"
+566,51366,"Bands","Joint Fluid","Hematology","33361-7"
+567,51367,"Basophils","Joint Fluid","Hematology","17833-5"
+568,51368,"Eosinophils","Joint Fluid","Hematology","17834-3"
+569,51369,"Hematocrit, Joint Fluid","Joint Fluid","Hematology",
+570,51370,"Joint Crystals, Birefringence","Joint Fluid","Hematology",
+571,51371,"Joint Crystals, Comment","Joint Fluid","Hematology",
+572,51372,"Joint Crystals, Location","Joint Fluid","Hematology",
+573,51373,"Joint Crystals, Number","Joint Fluid","Hematology",
+574,51374,"Joint Crystals, Shape","Joint Fluid","Hematology",
+575,51375,"Lymphocytes","Joint Fluid","Hematology","26483-8"
+576,51376,"Macrophage","Joint Fluid","Hematology","33376-5"
+577,51377,"Mesothelial Cells","Joint Fluid","Hematology","33365-8"
+578,51378,"Metamyelocytes","Joint Fluid","Hematology",
+579,51379,"Monocytes","Joint Fluid","Hematology","17835-0"
+580,51380,"NRBC","Joint Fluid","Hematology","48040-0"
+581,51381,"Other","Joint Fluid","Hematology",
+582,51382,"Polys","Joint Fluid","Hematology","26522-3"
+583,51383,"RBC, Joint Fluid","Joint Fluid","Hematology","26458-0"
+584,51384,"WBC, Joint Fluid","Joint Fluid","Hematology","26469-7"
+585,51385,"Atypical Lymphocytes","Other Body Fluid","Hematology","30417-0"
+586,51386,"Bands","Other Body Fluid","Hematology","26510-8"
+587,51387,"Basophils","Other Body Fluid","Hematology","28543-7"
+588,51388,"CD10","Other Body Fluid","Hematology","51217-8"
+589,51389,"CD103","Other Body Fluid","Hematology",
+590,51390,"CD117","Other Body Fluid","Hematology","42867-2"
+591,51391,"CD11c","Other Body Fluid","Hematology","51232-7"
+592,51392,"CD13","Other Body Fluid","Hematology","51238-4"
+593,51393,"CD138","Other Body Fluid","Hematology","42871-4"
+594,51394,"CD14","Other Body Fluid","Hematology","51248-3"
+595,51395,"CD15","Other Body Fluid","Hematology","51252-5"
+596,51396,"CD16","Other Body Fluid","Hematology",
+597,51397,"CD16/56","Other Body Fluid","Hematology","18268-3"
+598,51398,"CD19","Other Body Fluid","Hematology","17829-3"
+599,51399,"CD2","Other Body Fluid","Hematology","17827-7"
+600,51400,"CD20","Other Body Fluid","Hematology","57418-6"
+601,51401,"CD22","Other Body Fluid","Hematology","42875-5"
+602,51402,"CD23","Other Body Fluid","Hematology","51269-9"
+603,51403,"CD25","Other Body Fluid","Hematology",
+604,51404,"CD3","Other Body Fluid","Hematology","17826-9"
+605,51405,"CD33","Other Body Fluid","Hematology","51294-7"
+606,51406,"CD34","Other Body Fluid","Hematology",
+607,51407,"CD38","Other Body Fluid","Hematology","51299-6"
+608,51408,"CD4","Other Body Fluid","Hematology","17822-8"
+609,51409,"CD4/CD8 Ratio","Other Body Fluid","Hematology","18266-7"
+610,51410,"CD41","Other Body Fluid","Hematology","51320-0"
+611,51411,"CD45","Other Body Fluid","Hematology","17823-6"
+612,51412,"CD5","Other Body Fluid","Hematology","57423-6"
+613,51413,"CD56","Other Body Fluid","Hematology","57424-4"
+614,51414,"CD57","Other Body Fluid","Hematology",
+615,51415,"CD64","Other Body Fluid","Hematology","51366-3"
+616,51416,"CD7","Other Body Fluid","Hematology","57425-1"
+617,51417,"CD71","Other Body Fluid","Hematology","57426-9"
+618,51418,"CD8","Other Body Fluid","Hematology","17824-4"
+619,51419,"Eosinophils","Other Body Fluid","Hematology","26452-3"
+620,51420,"FMC-7","Other Body Fluid","Hematology","57428-5"
+621,51421,"Glyco A","Other Body Fluid","Hematology","57430-1"
+622,51422,"Hematocrit, Other Fluid","Other Body Fluid","Hematology","11153-4"
+623,51423,"HLA-DR","Other Body Fluid","Hematology","51381-2"
+624,51424,"Immunophenotyping","Other Body Fluid","Hematology",
+625,51425,"Kappa","Other Body Fluid","Hematology",
+626,51426,"Lambda","Other Body Fluid","Hematology",
+627,51427,"Lymphocytes","Other Body Fluid","Hematology","11031-2"
+628,51428,"Macrophage","Other Body Fluid","Hematology","12230-9"
+629,51429,"Mesothelial cells","Other Body Fluid","Hematology","28544-5"
+630,51430,"Metamyelocytes","Other Body Fluid","Hematology","17801-2"
+631,51431,"Monos","Other Body Fluid","Hematology","10330-9"
+632,51432,"Myelocytes","Other Body Fluid","Hematology","17800-4"
+633,51433,"NRBC","Other Body Fluid","Hematology",
+634,51434,"Other Cell","Other Body Fluid","Hematology",
+635,51435,"Plasma","Other Body Fluid","Hematology","17803-8"
+636,51436,"Polys","Other Body Fluid","Hematology","26518-1"
+637,51437,"Promyelocytes","Other Body Fluid","Hematology","17799-8"
+638,51438,"RBC, Other Fluid","Other Body Fluid","Hematology","26455-6"
+639,51439,"WBC, Other Fluid","Other Body Fluid","Hematology","26466-3"
+640,51440,"Atypical Lymphocytes","Pleural","Hematology","33370-8"
+641,51441,"Bands","Pleural","Hematology",
+642,51442,"Basophils","Pleural","Hematology","35070-2"
+643,51443,"Blasts","Pleural","Hematology",
+644,51444,"Eosinophils","Pleural","Hematology","30379-2"
+645,51445,"Hematocrit, Pleural","Pleural","Hematology",
+646,51446,"Lymphocytes","Pleural","Hematology","26481-2"
+647,51447,"Macrophages","Pleural","Hematology","40520-9"
+648,51448,"Mesothelial Cells","Pleural","Hematology","30431-1"
+649,51449,"Metamyelocytes","Pleural","Hematology",
+650,51450,"Monos","Pleural","Hematology","33362-5"
+651,51451,"Myelocytes","Pleural","Hematology",
+652,51452,"NRBC","Pleural","Hematology",
+653,51453,"Other","Pleural","Hematology",
+654,51454,"Plasma Cells","Pleural","Hematology","40522-5"
+655,51455,"Polys","Pleural","Hematology","26519-9"
+656,51456,"Promyelocytes","Pleural","Hematology",
+657,51457,"RBC, Pleural","Pleural","Hematology","26456-4"
+658,51458,"WBC, Pleural","Pleural","Hematology","26467-1"
+659,51459,"Young Cells","Pleural","Hematology",
+660,51460,"Blood, Occult","Stool","Hematology","2335-8"
+661,51461,"Ammonium Biurate","Urine","Hematology","12454-5"
+662,51462,"Amorphous Crystals","Urine","Hematology","8246-1"
+663,51463,"Bacteria","Urine","Hematology","5769-5"
+664,51464,"Bilirubin","Urine","Hematology","5770-3"
+665,51465,"Bilirubin Crystals","Urine","Hematology","5771-1"
+666,51466,"Blood","Urine","Hematology","5794-3"
+667,51467,"Broad Casts","Urine","Hematology","18487-9"
+668,51468,"Calcium Carbonate Crystals","Urine","Hematology","5773-7"
+669,51469,"Calcium Oxalate Crystals","Urine","Hematology","5774-5"
+670,51470,"Calcium Phosphate Crystals","Urine","Hematology","5775-2"
+671,51471,"Cellular Cast","Urine","Hematology",
+672,51472,"Cholesterol Crystals","Urine","Hematology","5777-8"
+1,50800,"SPECIMEN TYPE","BLOOD","BLOOD GAS",
+2,50801,"Alveolar-arterial Gradient","Blood","Blood Gas","19991-9"
+3,50802,"Base Excess","Blood","Blood Gas","11555-0"
+4,50803,"Calculated Bicarbonate, Whole Blood","Blood","Blood Gas","1959-6"
+5,50804,"Calculated Total CO2","Blood","Blood Gas","34728-6"
+6,50805,"Carboxyhemoglobin","Blood","Blood Gas","20563-3"
+7,50806,"Chloride, Whole Blood","Blood","Blood Gas","2069-3"
+8,50807,"Comments","Blood","Blood Gas",
+9,50808,"Free Calcium","Blood","Blood Gas","1994-3"
+10,50809,"Glucose","Blood","Blood Gas","2339-0"
+11,50810,"Hematocrit, Calculated","Blood","Blood Gas","20570-8"
+12,50811,"Hemoglobin","Blood","Blood Gas","718-7"
+13,50812,"Intubated","Blood","Blood Gas",
+14,50813,"Lactate","Blood","Blood Gas","32693-4"
+15,50814,"Methemoglobin","Blood","Blood Gas","2614-6"
+16,50815,"O2 Flow","Blood","Blood Gas","3151-8"
+17,50816,"Oxygen","Blood","Blood Gas","19994-3"
+18,50817,"Oxygen Saturation","Blood","Blood Gas","20564-1"
+19,50818,"pCO2","Blood","Blood Gas","11557-6"
+20,50819,"PEEP","Blood","Blood Gas","20077-4"
+21,50820,"pH","Blood","Blood Gas","11558-4"
+22,50821,"pO2","Blood","Blood Gas","11556-8"
+23,50822,"Potassium, Whole Blood","Blood","Blood Gas","6298-4"
+24,50823,"Required O2","Blood","Blood Gas",
+25,50824,"Sodium, Whole Blood","Blood","Blood Gas","2947-0"
+26,50825,"Temperature","Blood","Blood Gas",
+27,50826,"Tidal Volume","Blood","Blood Gas","20112-9"
+28,50827,"Ventilation Rate","Blood","Blood Gas",
+29,50828,"Ventilator","Blood","Blood Gas",
+30,50829,"Fluid Type","Other Body Fluid","Blood Gas","14725-6"
+31,50830,"pCO2, Body Fluid","Other Body Fluid","Blood Gas","2023-0"
+32,50831,"pH","Other Body Fluid","Blood Gas","2748-2"
+33,50832,"pO2, Body Fluid","Other Body Fluid","Blood Gas","2706-0"
+34,50833,"Potassium","Other Body Fluid","Blood Gas","2821-7"
+35,50834,"Sodium, Body Fluid","Other Body Fluid","Blood Gas","2950-4"
+36,50835,"Albumin, Ascites","Ascites","Chemistry","1749-1"
+37,50836,"Amylase, Ascites","Ascites","Chemistry","1797-0"
+38,50837,"Bicarbonate, Ascites","Ascites","Chemistry","54360-3"
+39,50838,"Bilirubin, Total, Ascites","Ascites","Chemistry","14422-0"
+40,50839,"Chloride, Ascites","Ascites","Chemistry","33366-6"
+41,50840,"Cholesterol, Ascites","Ascites","Chemistry","14441-0"
+42,50841,"Creatinine, Ascites","Ascites","Chemistry","12191-3"
+43,50842,"Glucose, Ascites","Ascites","Chemistry","2347-3"
+44,50843,"Lactate Dehydrogenase, Ascites","Ascites","Chemistry","2531-2"
+45,50844,"Lipase, Ascites","Ascites","Chemistry","32722-1"
+46,50845,"Miscellaneous, Ascites","Ascites","Chemistry",
+47,50846,"Osmolality, Ascites","Ascites","Chemistry","2691-4"
+48,50847,"Potassium, Ascites","Ascites","Chemistry","49789-1"
+49,50848,"Sodium, Ascites","Ascites","Chemistry","49790-9"
+50,50849,"Total Protein, Ascites","Ascites","Chemistry","2883-7"
+51,50850,"Triglycerides, Ascites","Ascites","Chemistry","14447-7"
+52,50851,"Urea Nitrogen, Ascites","Ascites","Chemistry","12265-5"
+53,50852,"% Hemoglobin A1c","Blood","Chemistry","4548-4"
+54,50853,"25-OH Vitamin D","Blood","Chemistry",
+55,50854,"Absolute A1c","Blood","Chemistry","4548-4"
+56,50855,"Absolute Hemoglobin","Blood","Chemistry","718-7"
+57,50856,"Acetaminophen","Blood","Chemistry","3297-9"
+58,50857,"Acetone","Blood","Chemistry","5567-3"
+59,50858,"Acid Phosphatase","Blood","Chemistry","1715-2"
+60,50859,"Acid Phosphatase, Non-Prostatic","Blood","Chemistry",
+61,50860,"AFP, Maternal Screen","Blood","Chemistry",
+62,50861,"Alanine Aminotransferase (ALT)","Blood","Chemistry","1742-6"
+63,50862,"Albumin","Blood","Chemistry","1751-7"
+64,50863,"Alkaline Phosphatase","Blood","Chemistry","6768-6"
+65,50864,"Alpha-Fetoprotein","Blood","Chemistry","1834-1"
+66,50865,"Amikacin","Blood","Chemistry",
+67,50866,"Ammonia","Blood","Chemistry","16362-6"
+68,50867,"Amylase","Blood","Chemistry","1798-8"
+69,50868,"Anion Gap","Blood","Chemistry","1863-0"
+70,50869,"Anti-DGP (IgA/IgG)","Blood","Chemistry",
+71,50870,"Anti-Gliadin Antibody, IgA","Blood","Chemistry","7893-1"
+72,50871,"Anti-Mitochondrial Antibody","Blood","Chemistry","14236-4"
+73,50872,"Anti-Neutrophil Cytoplasmic Antibody","Blood","Chemistry","35279-9"
+74,50873,"Anti-Nuclear Antibody","Blood","Chemistry","5047-6"
+75,50874,"Anti-Nuclear Antibody, Titer","Blood","Chemistry","8061-4"
+76,50875,"Anti-Parietal Cell Antibody","Blood","Chemistry","26969-6"
+77,50876,"Anti-Smooth Muscle Antibody","Blood","Chemistry","14252-1"
+78,50877,"Anti-Thyroglobulin Antibodies","Blood","Chemistry","5380-1"
+79,50878,"Asparate Aminotransferase (AST)","Blood","Chemistry","1920-8"
+80,50879,"Barbiturate Screen","Blood","Chemistry","3376-1"
+81,50880,"Benzodiazepine Screen","Blood","Chemistry","42662-7"
+82,50881,"Beta-2 Microglobulin","Blood","Chemistry","32731-2"
+83,50882,"Bicarbonate","Blood","Chemistry","1963-8"
+84,50883,"Bilirubin, Direct","Blood","Chemistry","1968-7"
+85,50884,"Bilirubin, Indirect","Blood","Chemistry","1971-1"
+86,50885,"Bilirubin, Total","Blood","Chemistry","1975-2"
+87,50886,"Blood Culture Hold","Blood","Chemistry",
+88,50887,"Blue Top Hold","Blood","Chemistry",
+89,50888,"Blue Top Hold Frozen","Blood","Chemistry",
+90,50889,"C-Reactive Protein","Blood","Chemistry","1988-5"
+91,50890,"C3","Blood","Chemistry","4485-9"
+92,50891,"C4","Blood","Chemistry","4498-2"
+93,50892,"CA-125","Blood","Chemistry","10334-1"
+94,50893,"Calcium, Total","Blood","Chemistry","2000-8"
+95,50894,"Calculated Free Testosterone","Blood","Chemistry","2991-8"
+96,50895,"Calculated TBG","Blood","Chemistry","3027-0"
+97,50896,"Calculated Thyroxine (T4) Index","Blood","Chemistry","32215-6"
+98,50897,"Call","Blood","Chemistry",
+99,50898,"Cancer Antigen 27.29","Blood","Chemistry","17842-6"
+100,50899,"Carbamazepine","Blood","Chemistry","3432-2"
+101,50900,"Carcinoembyronic Antigen (CEA)","Blood","Chemistry","2039-6"
+102,50901,"Centromere","Blood","Chemistry","16570-4"
+103,50902,"Chloride","Blood","Chemistry","2075-0"
+104,50903,"Cholesterol Ratio (Total/HDL)","Blood","Chemistry","9322-9"
+105,50904,"Cholesterol, HDL","Blood","Chemistry","2085-9"
+106,50905,"Cholesterol, LDL, Calculated","Blood","Chemistry","2090-9"
+107,50906,"Cholesterol, LDL, Measured","Blood","Chemistry","18262-6"
+108,50907,"Cholesterol, Total","Blood","Chemistry","2093-3"
+109,50908,"CK-MB Index","Blood","Chemistry","20569-0"
+110,50909,"Cortisol","Blood","Chemistry","2143-6"
+111,50910,"Creatine Kinase (CK)","Blood","Chemistry","2157-6"
+112,50911,"Creatine Kinase, MB Isoenzyme","Blood","Chemistry","6773-6"
+113,50912,"Creatinine","Blood","Chemistry","2160-0"
+114,50913,"Cryoglobulin","Blood","Chemistry","5117-7"
+115,50914,"Cyclosporin","Blood","Chemistry","3521-2"
+116,50915,"D-Dimer","Blood","Chemistry",
+117,50916,"DHEA-Sulfate","Blood","Chemistry","2191-5"
+118,50917,"Digoxin","Blood","Chemistry","10535-3"
+119,50918,"Double Stranded DNA","Blood","Chemistry","5130-0"
+120,50919,"EDTA Hold","Blood","Chemistry",
+121,50920,"Estimated GFR (MDRD equation)","Blood","Chemistry","33914-3"
+122,50921,"Estradiol","Blood","Chemistry","2243-4"
+123,50922,"Ethanol","Blood","Chemistry","5642-4"
+124,50923,"Fax","Blood","Chemistry",
+125,50924,"Ferritin","Blood","Chemistry","2276-4"
+126,50925,"Folate","Blood","Chemistry","2284-8"
+127,50926,"Follicle Stimulating Hormone","Blood","Chemistry","15067-2"
+128,50927,"Gamma Glutamyltransferase","Blood","Chemistry","2324-2"
+129,50928,"Gastrin","Blood","Chemistry","2333-3"
+130,50929,"Gentamicin","Blood","Chemistry","35668-3"
+131,50930,"Globulin","Blood","Chemistry","2336-6"
+132,50931,"Glucose","Blood","Chemistry","2345-7"
+133,50932,"Gray Top Hold (plasma)","Blood","Chemistry",
+134,50933,"Green Top Hold (plasma)","Blood","Chemistry",
+135,50934,"H","Blood","Chemistry",
+136,50935,"Haptoglobin","Blood","Chemistry","4542-7"
+137,50936,"HCG, Maternal Screen","Blood","Chemistry",
+138,50937,"Hepatitis A Virus Antibody","Blood","Chemistry","5183-9"
+139,50938,"Hepatitis A Virus IgM Antibody","Blood","Chemistry","22314-9"
+140,50939,"Hepatitis B Core Antibody, IgM","Blood","Chemistry","31204-1"
+141,50940,"Hepatitis B Surface Antibody","Blood","Chemistry","5193-8"
+142,50941,"Hepatitis B Surface Antigen","Blood","Chemistry","5196-1"
+143,50942,"Hepatitis B Virus Core Antibody","Blood","Chemistry","5187-0"
+144,50943,"Hepatitis C Virus Antibody","Blood","Chemistry","16128-1"
+145,50944,"HIV Antibody","Blood","Chemistry","5220-9"
+146,50945,"Homocysteine","Blood","Chemistry","13965-9"
+147,50946,"Human Chorionic Gonadotropin","Blood","Chemistry","2119-6"
+148,50947,"I","Blood","Chemistry",
+149,50948,"Immunofixation","Blood","Chemistry","49275-1"
+150,50949,"Immunoglobulin A","Blood","Chemistry","2458-8"
+151,50950,"Immunoglobulin G","Blood","Chemistry","2465-3"
+152,50951,"Immunoglobulin M","Blood","Chemistry","2472-9"
+153,50952,"Iron","Blood","Chemistry","2498-4"
+154,50953,"Iron Binding Capacity, Total","Blood","Chemistry","2500-7"
+155,50954,"Lactate Dehydrogenase (LD)","Blood","Chemistry","2532-0"
+156,50955,"Light Green Top Hold","Blood","Chemistry",
+157,50956,"Lipase","Blood","Chemistry","3040-3"
+158,50957,"Lithium","Blood","Chemistry","3719-2"
+159,50958,"Luteinizing Hormone","Blood","Chemistry","1599-0"
+160,50959,"Macro Prolactin","Blood","Chemistry",
+161,50960,"Magnesium","Blood","Chemistry","2601-3"
+162,50961,"Methotrexate","Blood","Chemistry",
+163,50962,"N-Acetylprocainamide (NAPA)","Blood","Chemistry","3834-9"
+164,50963,"NTproBNP","Blood","Chemistry","33762-6"
+165,50964,"Osmolality, Measured","Blood","Chemistry","2692-2"
+166,50965,"Parathyroid Hormone","Blood","Chemistry","2731-8"
+167,50966,"Phenobarbital","Blood","Chemistry","3947-9"
+168,50967,"Phenytoin","Blood","Chemistry","3967-7"
+169,50968,"Phenytoin, Free","Blood","Chemistry","3969-3"
+170,50969,"Phenytoin, Percent Free","Blood","Chemistry","10548-6"
+171,50970,"Phosphate","Blood","Chemistry","2777-1"
+172,50971,"Potassium","Blood","Chemistry","2823-3"
+173,50972,"Procainamide","Blood","Chemistry","3982-6"
+174,50973,"Prolactin","Blood","Chemistry","2842-3"
+175,50974,"Prostate Specific Antigen","Blood","Chemistry","2857-1"
+176,50975,"Protein Electrophoresis","Blood","Chemistry","24351-9"
+177,50976,"Protein, Total","Blood","Chemistry","2885-2"
+178,50977,"Quinidine","Blood","Chemistry","6694-4"
+179,50978,"Rapamycin","Blood","Chemistry","29247-4"
+180,50979,"Red Top Hold","Blood","Chemistry",
+181,50980,"Rheumatoid Factor","Blood","Chemistry","6928-6"
+182,50981,"Salicylate","Blood","Chemistry","4023-8"
+183,50982,"Sex Hormone Binding Globulin","Blood","Chemistry","2942-1"
+184,50983,"Sodium","Blood","Chemistry","2951-2"
+185,50984,"Stat","Blood","Chemistry",
+186,50985,"Study Tubes","Blood","Chemistry",
+187,50986,"tacroFK","Blood","Chemistry",
+188,50988,"Testosterone","Blood","Chemistry","2986-8"
+189,50989,"Testosterone, Free","Blood","Chemistry","2991-8"
+190,50990,"Theophylline","Blood","Chemistry","4049-3"
+191,50991,"Thyroglobulin","Blood","Chemistry","3013-0"
+192,50992,"Thyroid Peroxidase Antibodies","Blood","Chemistry","8099-4"
+193,50993,"Thyroid Stimulating Hormone","Blood","Chemistry","3016-3"
+194,50994,"Thyroxine (T4)","Blood","Chemistry","3026-2"
+195,50995,"Thyroxine (T4), Free","Blood","Chemistry","3024-7"
+196,50996,"Tissue Transglutaminase Ab, IgA","Blood","Chemistry","31017-7"
+197,50997,"Tobramycin","Blood","Chemistry","35670-9"
+198,50998,"Transferrin","Blood","Chemistry","2500-7"
+199,50999,"Tricyclic Antidepressant Screen","Blood","Chemistry","4073-3"
+200,51000,"Triglycerides","Blood","Chemistry","1644-4"
+201,51001,"Triiodothyronine (T3)","Blood","Chemistry","3053-6"
+202,51002,"Troponin I","Blood","Chemistry","10839-9"
+203,51003,"Troponin T","Blood","Chemistry","6598-7"
+204,51004,"UE3, Maternal Screen","Blood","Chemistry",
+205,51005,"Uptake Ratio","Blood","Chemistry","3050-2"
+206,51006,"Urea Nitrogen","Blood","Chemistry","3094-0"
+207,51007,"Uric Acid","Blood","Chemistry","3084-1"
+208,51008,"Valproic Acid","Blood","Chemistry","4086-5"
+209,51009,"Vancomycin","Blood","Chemistry","20578-1"
+210,51010,"Vitamin B12","Blood","Chemistry","2170-9"
+211,51011,"<Albumin>","Cerebrospinal Fluid (CSF)","Chemistry","1746-7"
+212,51012,"Bilirubin, Total, CSF","Cerebrospinal Fluid (CSF)","Chemistry","1973-7"
+213,51013,"Chloride, CSF","Cerebrospinal Fluid (CSF)","Chemistry",
+214,51014,"Glucose, CSF","Cerebrospinal Fluid (CSF)","Chemistry","2342-4"
+215,51015,"Lactate Dehydrogenase, CSF","Cerebrospinal Fluid (CSF)","Chemistry","2528-8"
+216,51016,"Miscellaneous, CSF","Cerebrospinal Fluid (CSF)","Chemistry",
+217,51017,"PEP, CSF","Cerebrospinal Fluid (CSF)","Chemistry","24352-7"
+218,51018,"Total Protein, CSF","Cerebrospinal Fluid (CSF)","Chemistry","2880-3"
+219,51019,"Albumin, Joint Fluid","Joint Fluid","Chemistry",
+220,51020,"Amylase, Joint Fluid","Joint Fluid","Chemistry","14388-3"
+221,51021,"Creatinine, Joint Fluid","Joint Fluid","Chemistry","14401-4"
+222,51022,"Glucose, Joint Fluid","Joint Fluid","Chemistry","2348-1"
+223,51023,"LD, Joint Fluid","Joint Fluid","Chemistry","2533-8"
+224,51024,"Total Protein, Joint Fluid","Joint Fluid","Chemistry","2886-0"
+225,51025,"Albumin, Body Fluid","Other Body Fluid","Chemistry","1747-5"
+226,51026,"Amylase, Body Fluid","Other Body Fluid","Chemistry","1795-4"
+227,51027,"Bicarbonate, Other Fluid","Other Body Fluid","Chemistry","11211-0"
+228,51028,"Bilirubin, Total, Body Fluid","Other Body Fluid","Chemistry","1974-5"
+229,51029,"Calcium, Body Fluid","Other Body Fluid","Chemistry","15155-5"
+230,51030,"Chloride, Body Fluid","Other Body Fluid","Chemistry","2072-7"
+231,51031,"Cholesterol, Body Fluid","Other Body Fluid","Chemistry","12183-0"
+232,51032,"Creatinine, Body Fluid","Other Body Fluid","Chemistry","12190-5"
+233,51033,"FetalFN","Other Body Fluid","Chemistry",
+234,51034,"Glucose, Body Fluid","Other Body Fluid","Chemistry","2344-0"
+235,51035,"LD, Body Fluid","Other Body Fluid","Chemistry","2529-6"
+236,51036,"Lipase, Body Fluid","Other Body Fluid","Chemistry","15212-4"
+237,51037,"Magnesium, Body Fluid","Other Body Fluid","Chemistry","29365-4"
+238,51038,"Miscellaneous, Body Fluid","Other Body Fluid","Chemistry",
+239,51039,"Osmolality, Body Fluid","Other Body Fluid","Chemistry","15200-9"
+240,51040,"Phosphate, Body Fluid","Other Body Fluid","Chemistry","12242-4"
+241,51041,"Potassium, Body Fluid","Other Body Fluid","Chemistry","2821-7"
+242,51042,"Sodium, Body Fluid","Other Body Fluid","Chemistry","2950-4"
+243,51043,"Total Protein, Body Fluid","Other Body Fluid","Chemistry","2881-1"
+244,51044,"Triglycer","Other Body Fluid","Chemistry","12228-3"
+245,51045,"Urea Nitrogen, Body Fluid","Other Body Fluid","Chemistry","3093-2"
+246,51046,"Albumin, Pleural","Pleural","Chemistry","1748-3"
+247,51047,"Amylase, Pleural","Pleural","Chemistry","1796-2"
+248,51048,"Bicarbonate, Pleural","Pleural","Chemistry","54361-1"
+249,51049,"Bilirubin, Total, Pleural","Pleural","Chemistry","14421-2"
+250,51050,"Chloride, Pleural","Pleural","Chemistry","53627-6"
+251,51051,"Cholesterol, Pleural","Pleural","Chemistry","9618-0"
+252,51052,"Creatinine, Pleural","Pleural","Chemistry","14399-0"
+253,51053,"Glucose, Pleural","Pleural","Chemistry","2346-5"
+254,51054,"Lactate Dehydrogenase, Pleural","Pleural","Chemistry","2530-4"
+255,51055,"Lipase, Pleural","Pleural","Chemistry",
+256,51056,"Miscellaneous, Pleural","Pleural","Chemistry",
+257,51057,"Potassium, Pleural","Pleural","Chemistry",
+258,51058,"Sodium, Pleural","Pleural","Chemistry",
+259,51059,"Total Protein, Pleural","Pleural","Chemistry","2882-9"
+260,51060,"Triglycerides, Pleural","Pleural","Chemistry","9619-8"
+261,51061,"Bicarbonate, Stool","Stool","Chemistry","14040-0"
+262,51062,"Chloride, Stool","Stool","Chemistry","15158-9"
+263,51063,"Osmolality, Stool","Stool","Chemistry","2693-0"
+264,51064,"Potassium, Stool","Stool","Chemistry","15202-5"
+265,51065,"Sodium, Stool","Stool","Chemistry","15207-4"
+266,51066,"24 hr Calcium","Urine","Chemistry","6874-2"
+267,51067,"24 hr Creatinine","Urine","Chemistry","2162-6"
+268,51068,"24 hr Protein","Urine","Chemistry","2889-4"
+269,51069,"Albumin, Urine","Urine","Chemistry","1754-1"
+270,51070,"Albumin/Creatinine, Urine","Urine","Chemistry","14958-3"
+271,51071,"Amphetamine Screen, Urine","Urine","Chemistry","3349-8"
+272,51072,"Amylase, Urine","Urine","Chemistry","1799-6"
+273,51073,"Amylase/Creatinine Ratio, Urine","Urine","Chemistry","34235-2"
+274,51074,"Barbiturate Screen, Urine","Urine","Chemistry","3377-9"
+275,51075,"Benzodiazepine Screen, Urine","Urine","Chemistry","3390-2"
+276,51076,"Bicarbonate, Urine","Urine","Chemistry","1964-6"
+277,51077,"Calcium, Urine","Urine","Chemistry","2004-0"
+278,51078,"Chloride, Urine","Urine","Chemistry","2078-4"
+279,51079,"Cocaine, Urine","Urine","Chemistry","3397-7"
+280,51080,"Creatinine Clearance","Urine","Chemistry","33558-8"
+281,51081,"Creatinine, Serum","Urine","Chemistry",
+282,51082,"Creatinine, Urine","Urine","Chemistry","2161-8"
+283,51083,"Ethanol, Urine","Urine","Chemistry","5644-0"
+284,51084,"Glucose, Urine","Urine","Chemistry","2350-7"
+285,51085,"HCG, Urine, Qualitative","Urine","Chemistry","2106-3"
+286,51086,"Immunofixation, Urine","Urine","Chemistry","49276-9"
+287,51087,"Length of Urine Collection","Urine","Chemistry","13362-9"
+288,51088,"Magnesium, Urine","Urine","Chemistry","2598-1"
+289,51089,"Marijuana","Urine","Chemistry","3427-2"
+290,51090,"Methadone, Urine","Urine","Chemistry","3773-9"
+291,51091,"Myoglobin, Urine","Urine","Chemistry","2640-1"
+292,51092,"Opiate Screen, Urine","Urine","Chemistry","3879-4"
+293,51093,"Osmolality, Urine","Urine","Chemistry","2695-5"
+294,51094,"pH","Urine","Chemistry","2756-5"
+295,51095,"Phosphate, Urine","Urine","Chemistry","2778-9"
+296,51096,"Porphobilinogen Screen","Urine","Chemistry","2809-2"
+297,51097,"Potassium, Urine","Urine","Chemistry","2828-2"
+298,51098,"Prot. Electrophoresis, Urine","Urine","Chemistry","13438-7"
+299,51099,"Protein/Creatinine Ratio","Urine","Chemistry","2890-2"
+300,51100,"Sodium, Urine","Urine","Chemistry","2955-3"
+301,51101,"Total Collection Time","Urine","Chemistry","13362-9"
+302,51102,"Total Protein, Urine","Urine","Chemistry","2887-8"
+303,51103,"Uhold","Urine","Chemistry",
+304,51104,"Urea Nitrogen, Urine","Urine","Chemistry","3095-7"
+305,51105,"Uric Acid, Urine","Urine","Chemistry","3086-6"
+306,51106,"Urine Creatinine","Urine","Chemistry",
+307,51107,"Urine tube, held","Urine","Chemistry",
+308,51108,"Urine Volume","Urine","Chemistry","28009-9"
+309,51109,"Urine Volume, Total","Urine","Chemistry","28009-9"
+310,51110,"Atypical Lymphocytes","Ascites","Hematology","33369-0"
+311,51111,"Bands","Ascites","Hematology",
+312,51112,"Basophils","Ascites","Hematology","35069-4"
+313,51113,"Blasts","Ascites","Hematology",
+314,51114,"Eosinophils","Ascites","Hematology","30380-0"
+315,51115,"Hematocrit, Ascites","Ascites","Hematology",
+316,51116,"Lymphocytes","Ascites","Hematology","26482-0"
+317,51117,"Macrophage","Ascites","Hematology","40517-5"
+318,51118,"Mesothelial Cell","Ascites","Hematology","30432-9"
+319,51119,"Metamyelocytes","Ascites","Hematology",
+320,51120,"Monocytes","Ascites","Hematology","26488-7"
+321,51121,"Myelocytes","Ascites","Hematology",
+322,51122,"Nucleated RBC","Ascites","Hematology",
+323,51123,"Other","Ascites","Hematology",
+324,51124,"Plasma","Ascites","Hematology","40518-3"
+325,51125,"Polys","Ascites","Hematology","26520-7"
+326,51126,"Promyelocytes","Ascites","Hematology",
+327,51127,"RBC, Ascites","Ascites","Hematology","26457-2"
+328,51128,"WBC, Ascites","Ascites","Hematology","26468-9"
+329,51129,"Young","Ascites","Hematology",
+330,51130,"Absolute CD3 Count","Blood","Hematology","8124-0"
+331,51131,"Absolute CD4 Count","Blood","Hematology","8128-1"
+332,51132,"Absolute CD8 Count","Blood","Hematology","8138-0"
+333,51133,"Absolute Lymphocyte Count","Blood","Hematology","26474-7"
+334,51134,"Acanthocytes","Blood","Hematology","7789-1"
+335,51135,"ADP","Blood","Hematology",
+336,51136,"Alpha Antiplasmin","Blood","Hematology",
+337,51137,"Anisocytosis","Blood","Hematology","702-1"
+338,51138,"Anticardiolipin Antibody IgG","Blood","Hematology","8065-5"
+339,51139,"Anticardiolipin Antibody IgM","Blood","Hematology","3182-3"
+340,51140,"Antithrombin","Blood","Hematology","27811-9"
+341,51141,"APT Test","Blood","Hematology",
+342,51142,"Arachadonic Acid","Blood","Hematology",
+343,51143,"Atypical Lymphocytes","Blood","Hematology","733-6"
+344,51144,"Bands","Blood","Hematology","763-3"
+345,51145,"Basophilic Stippling","Blood","Hematology","703-9"
+346,51146,"Basophils","Blood","Hematology","704-7"
+347,51147,"Bite Cells","Blood","Hematology","10371-3"
+348,51148,"Blasts","Blood","Hematology","708-8"
+349,51149,"Bleeding Time","Blood","Hematology","11067-6"
+350,51150,"Blood Parasite Smear","Blood","Hematology","24429-3"
+351,51151,"Burr Cells","Blood","Hematology","7790-9"
+352,51152,"CD10","Blood","Hematology","8107-5"
+353,51153,"CD103","Blood","Hematology",
+354,51154,"CD117","Blood","Hematology","17107-4"
+355,51155,"CD11c","Blood","Hematology","8109-1"
+356,51156,"CD13","Blood","Hematology","8110-9"
+357,51157,"CD138","Blood","Hematology","42869-8"
+358,51158,"CD14","Blood","Hematology","8111-7"
+359,51159,"CD15","Blood","Hematology","17117-3"
+360,51160,"CD16/56","Blood","Hematology","18267-5"
+361,51161,"CD16","Blood","Hematology","8115-8"
+362,51162,"CD16/56 Absolute Count","Blood","Hematology",
+363,51163,"CD16/56%","Blood","Hematology",
+364,51164,"CD19","Blood","Hematology","8117-4"
+365,51165,"CD19 %","Blood","Hematology",
+366,51166,"CD19 Absolute Count","Blood","Hematology",
+367,51167,"CD2","Blood","Hematology","8118-2"
+368,51168,"CD20","Blood","Hematology","8119-0"
+369,51169,"CD20 %","Blood","Hematology",
+370,51170,"CD20 Absolute Count","Blood","Hematology",
+371,51171,"CD22","Blood","Hematology","14017-8"
+372,51172,"CD23","Blood","Hematology","14018-6"
+373,51173,"CD25","Blood","Hematology",
+374,51174,"CD3 %","Blood","Hematology",
+375,51175,"CD3 Absolute Count","Blood","Hematology",
+376,51176,"CD3 Cells, Percent","Blood","Hematology","8122-4"
+377,51177,"CD33","Blood","Hematology","8102-6"
+378,51178,"CD34","Blood","Hematology","8125-7"
+379,51179,"CD38","Blood","Hematology","8126-5"
+380,51180,"CD4 Cells, Percent","Blood","Hematology","8127-3"
+381,51181,"CD4/CD8 Ratio","Blood","Hematology","8129-9"
+382,51182,"CD41","Blood","Hematology","17148-8"
+383,51183,"CD45","Blood","Hematology","8130-7"
+384,51184,"CD5","Blood","Hematology","8132-3"
+385,51185,"CD5 %","Blood","Hematology",
+386,51186,"CD5 Absolute Count","Blood","Hematology",
+387,51187,"CD55","Blood","Hematology","17175-1"
+388,51188,"CD56","Blood","Hematology","8133-1"
+389,51189,"CD57","Blood","Hematology",
+390,51190,"CD59","Blood","Hematology","17177-7"
+391,51191,"CD64","Blood","Hematology","17183-5"
+392,51192,"CD7","Blood","Hematology","8135-6"
+393,51193,"CD71","Blood","Hematology","8136-4"
+394,51194,"CD8 Cells, Percent","Blood","Hematology","8137-2"
+395,51195,"Collagen","Blood","Hematology",
+396,51196,"D-Dimer","Blood","Hematology","48065-7"
+397,51197,"Elliptocytes","Blood","Hematology","6681-1"
+398,51198,"Envelope Cells","Blood","Hematology","681-7"
+399,51199,"Eosinophil Count","Blood","Hematology","26449-9"
+400,51200,"Eosinophils","Blood","Hematology","711-2"
+401,51201,"Epinepherine","Blood","Hematology",
+402,51202,"Factor II","Blood","Hematology","3289-6"
+403,51203,"Factor IX","Blood","Hematology","3188-0"
+404,51204,"Factor V","Blood","Hematology","3193-0"
+405,51205,"Factor VII","Blood","Hematology","3198-9"
+406,51206,"Factor VIII","Blood","Hematology","3209-4"
+407,51207,"Factor VIII Inhibitor","Blood","Hematology","3204-5"
+408,51208,"Factor X","Blood","Hematology","3218-5"
+409,51209,"Factor XI","Blood","Hematology","3226-8"
+410,51210,"Factor XII","Blood","Hematology","3232-6"
+411,51211,"Factor XIII","Blood","Hematology","3240-9"
+412,51212,"Fetal Hemoglobin","Blood","Hematology","4576-5"
+413,51213,"Fibrin Degradation Products","Blood","Hematology","30226-5"
+414,51214,"Fibrinogen, Functional","Blood","Hematology","3255-7"
+415,51215,"FMC-7","Blood","Hematology","17220-5"
+416,51216,"Fragmented Cells","Blood","Hematology","10373-9"
+417,51217,"Glyco A","Blood","Hematology","17221-3"
+418,51218,"Granulocyte Count","Blood","Hematology","30394-1"
+419,51219,"H/O Smear","Blood","Hematology","38924-7"
+420,51220,"Heinz Body Prep","Blood","Hematology","48068-1"
+421,51221,"Hematocrit","Blood","Hematology","4544-3"
+422,51222,"Hemoglobin","Blood","Hematology","718-7"
+423,51223,"Hemoglobin A2","Blood","Hematology","4552-6"
+424,51224,"Hemoglobin C","Blood","Hematology","4561-7"
+425,51225,"Hemoglobin F","Blood","Hematology","9749-3"
+426,51226,"Hemogloblin A","Blood","Hematology","10346-5"
+427,51227,"Hemogloblin S","Blood","Hematology","4622-7"
+428,51228,"Heparin","Blood","Hematology","13055-9"
+429,51229,"Heparin, LMW","Blood","Hematology","32684-3"
+430,51230,"HLA-DR","Blood","Hematology","32621-5"
+431,51231,"Howell-Jolly Bodies","Blood","Hematology","7793-3"
+432,51232,"Hypersegmented Neutrophils","Blood","Hematology","766-6"
+433,51233,"Hypochromia","Blood","Hematology","728-6"
+434,51234,"Immunophenotyping","Blood","Hematology",
+435,51235,"Inhibitor Screen","Blood","Hematology",
+436,51236,"Inpatient Hematology/Oncology Smear","Blood","Hematology",
+437,51237,"INR(PT)","Blood","Hematology","5895-7"
+438,51238,"Kappa","Blood","Hematology",
+439,51239,"Lambda","Blood","Hematology",
+440,51240,"Large Platelets","Blood","Hematology","34167-7"
+441,51241,"Leukocyte Alkaline Phosphatase","Blood","Hematology","4659-9"
+442,51242,"LUC","Blood","Hematology",
+443,51243,"Lupus Anticoagulant","Blood","Hematology",
+444,51244,"Lymphocytes","Blood","Hematology","731-0"
+445,51245,"Lymphocytes, Percent","Blood","Hematology","26478-8"
+446,51246,"Macrocytes","Blood","Hematology","738-5"
+447,51247,"MacroOvalocytes","Blood","Hematology","10376-2"
+448,51248,"MCH","Blood","Hematology","785-6"
+449,51249,"MCHC","Blood","Hematology","786-4"
+450,51250,"MCV","Blood","Hematology","787-2"
+451,51251,"Metamyelocytes","Blood","Hematology","28541-1"
+452,51252,"Microcytes","Blood","Hematology","741-9"
+453,51253,"Monocyte Count","Blood","Hematology","26484-6"
+454,51254,"Monocytes","Blood","Hematology","742-7"
+455,51255,"Myelocytes","Blood","Hematology","26498-6"
+456,51256,"Neutrophils","Blood","Hematology","761-7"
+457,51257,"Nucleated Red Cells","Blood","Hematology","772-4"
+458,51258,"Osmotic Fragility","Blood","Hematology","34964-7"
+459,51259,"Other Cells","Blood","Hematology","729-4"
+460,51260,"Ovalocytes","Blood","Hematology","774-0"
+461,51261,"Pappenheimer Bodies","Blood","Hematology","7795-8"
+462,51262,"Pencil Cells","Blood","Hematology","10377-0"
+463,51263,"Plasma Cells","Blood","Hematology","13047-6"
+464,51264,"Platelet Clumps","Blood","Hematology","40741-1"
+465,51265,"Platelet Count","Blood","Hematology","777-3"
+466,51266,"Platelet Smear","Blood","Hematology","778-1"
+467,51267,"Poikilocytosis","Blood","Hematology","779-9"
+468,51268,"Polychromasia","Blood","Hematology","10378-8"
+469,51269,"Promyelocytes","Blood","Hematology","781-5"
+470,51270,"Protein C, Antigen","Blood","Hematology","27820-0"
+471,51271,"Protein C, Functional","Blood","Hematology","27818-4"
+472,51272,"Protein S, Antigen","Blood","Hematology","27823-4"
+473,51273,"Protein S, Functional","Blood","Hematology","31102-7"
+474,51274,"PT","Blood","Hematology","5902-2"
+475,51275,"PTT","Blood","Hematology","3173-2"
+476,51276,"Quantitative G6PD","Blood","Hematology","32546-4"
+477,51277,"RDW","Blood","Hematology","788-0"
+478,51278,"Red Blood Cell Fragments","Blood","Hematology",
+479,51279,"Red Blood Cells","Blood","Hematology","789-8"
+480,51280,"Reptilase Time","Blood","Hematology","6683-7"
+481,51281,"Reptilase Time Control","Blood","Hematology",
+482,51282,"Reticulocyte Count, Absolute","Blood","Hematology","14196-0"
+483,51283,"Reticulocyte Count, Automated","Blood","Hematology","17849-1"
+484,51284,"Reticulocyte Count, Manual","Blood","Hematology","31112-6"
+485,51285,"Reticulocyte, Cellular Hemoglobin","Blood","Hematology",
+486,51286,"Ristocetin","Blood","Hematology",
+487,51287,"Schistocytes","Blood","Hematology","800-3"
+488,51288,"Sedimentation Rate","Blood","Hematology","4537-7"
+489,51289,"Serum Viscosity","Blood","Hematology","3128-6"
+490,51290,"Sickle Cell Preparation","Blood","Hematology","6864-3"
+491,51291,"Sickle Cells","Blood","Hematology","801-1"
+492,51292,"Spherocytes","Blood","Hematology","802-9"
+493,51293,"Sugar Water Test","Blood","Hematology","12260-6"
+494,51294,"Target Cells","Blood","Hematology","10381-2"
+495,51295,"TdT","Blood","Hematology",
+496,51296,"Teardrop Cells","Blood","Hematology","7791-7"
+497,51297,"Thrombin","Blood","Hematology","3243-3"
+498,51298,"Von Willebrand Factor Activity","Blood","Hematology","6014-5"
+499,51299,"Von Willebrand Factor Antigen","Blood","Hematology","6012-9"
+500,51300,"WBC Count","Blood","Hematology","26464-8"
+501,51301,"White Blood Cells","Blood","Hematology","804-5"
+502,51302,"Young Cells","Blood","Hematology","51633-6"
+503,51303,"CD10","Bone Marrow","Hematology","51216-0"
+504,51304,"CD103","Bone Marrow","Hematology","51221-0"
+505,51305,"CD117","Bone Marrow","Hematology","42866-4"
+506,51306,"CD11c","Bone Marrow","Hematology","33202-3"
+507,51307,"CD13","Bone Marrow","Hematology","51237-6"
+508,51308,"CD138","Bone Marrow","Hematology",
+509,51309,"CD14","Bone Marrow","Hematology","32507-6"
+510,51310,"CD15","Bone Marrow","Hematology","51251-7"
+511,51311,"CD16","Bone Marrow","Hematology",
+512,51312,"CD16/56","Bone Marrow","Hematology","51255-8"
+513,51313,"CD19","Bone Marrow","Hematology","32525-8"
+514,51314,"CD2","Bone Marrow","Hematology","32527-4"
+515,51315,"CD20","Bone Marrow","Hematology",
+516,51316,"CD22","Bone Marrow","Hematology",
+517,51317,"CD23","Bone Marrow","Hematology","51268-1"
+518,51318,"CD25","Bone Marrow","Hematology",
+519,51319,"CD3","Bone Marrow","Hematology","32529-0"
+520,51320,"CD33","Bone Marrow","Hematology","51293-9"
+521,51321,"CD34","Bone Marrow","Hematology","57400-4"
+522,51322,"CD38","Bone Marrow","Hematology",
+523,51323,"CD4","Bone Marrow","Hematology","51301-0"
+524,51324,"CD41","Bone Marrow","Hematology","51319-2"
+525,51325,"CD45","Bone Marrow","Hematology","51340-8"
+526,51326,"CD5","Bone Marrow","Hematology","35640-2"
+527,51327,"CD55","Bone Marrow","Hematology","51344-0"
+528,51328,"CD56","Bone Marrow","Hematology",
+529,51329,"CD57","Bone Marrow","Hematology",
+530,51330,"CD59","Bone Marrow","Hematology","51358-0"
+531,51331,"CD64","Bone Marrow","Hematology","51365-5"
+532,51332,"CD7","Bone Marrow","Hematology","35641-0"
+533,51333,"CD71","Bone Marrow","Hematology",
+534,51334,"CD8","Bone Marrow","Hematology","51372-1"
+535,51335,"FMC-7","Bone Marrow","Hematology",
+536,51336,"Glyco A","Bone Marrow","Hematology","33208-0"
+537,51337,"HLA-DR","Bone Marrow","Hematology","51380-4"
+538,51338,"Immunophenotyping","Bone Marrow","Hematology",
+539,51339,"Iron Stain","Bone Marrow","Hematology","13513-7"
+540,51340,"Kappa","Bone Marrow","Hematology",
+541,51341,"Lambda","Bone Marrow","Hematology",
+542,51342,"Wright Giemsa","Bone Marrow","Hematology","10355-6"
+543,51343,"Atypical Lymphocytes","Cerebrospinal Fluid (CSF)","Hematology","30416-2"
+544,51344,"Bands","Cerebrospinal Fluid (CSF)","Hematology","26509-0"
+545,51345,"Basophils","Cerebrospinal Fluid (CSF)","Hematology","30374-3"
+673,51473,"Cysteine Crystals","Urine","Hematology","5782-8"
+674,51474,"Eosinophils","Urine","Hematology","25156-1"
+675,51475,"Epithelial Casts","Urine","Hematology",
+676,51476,"Epithelial Cells","Urine","Hematology","5787-7"
+677,51477,"Free Fat","Urine","Hematology","53359-6"
+678,51478,"Glucose","Urine","Hematology","5792-7"
+679,51479,"Granular Casts","Urine","Hematology","5793-5"
+680,51480,"Hematocrit","Urine","Hematology","17809-5"
+681,51481,"Hemosiderin","Urine","Hematology","4644-1"
+682,51482,"Hyaline Casts","Urine","Hematology","5796-8"
+683,51483,"Hyphenated Yeast","Urine","Hematology","41865-7"
+684,51484,"Ketone","Urine","Hematology","5797-6"
+685,51485,"Leucine Crystals","Urine","Hematology","5798-4"
+686,51486,"Leukocytes","Urine","Hematology","5799-2"
+687,51487,"Nitrite","Urine","Hematology","5802-4"
+688,51488,"Non-squamous Epithelial Cells","Urine","Hematology","41284-1"
+689,51489,"NonSquamous Epithelial Cell","Urine","Hematology","41284-1"
+690,51490,"Oval Fat Body","Urine","Hematology",
+691,51491,"pH","Urine","Hematology","5803-2"
+692,51492,"Protein","Urine","Hematology","5804-0"
+693,51493,"RBC","Urine","Hematology","5808-1"
+694,51494,"RBC Casts","Urine","Hematology","5807-3"
+695,51495,"RBC Clumps","Urine","Hematology",
+696,51496,"Reducing Substances, Urine","Urine","Hematology",
+697,51497,"Renal Epithelial Cells","Urine","Hematology","26052-1"
+698,51498,"Specific Gravity","Urine","Hematology","5811-5"
+699,51499,"Sperm","Urine","Hematology","8248-7"
+700,51500,"Sulfonamides","Urine","Hematology","5812-3"
+701,51501,"Transitional Epithelial Cells","Urine","Hematology","30089-7"
+702,51502,"Trichomonas","Urine","Hematology","32724-7"
+703,51503,"Triple Phosphate Crystals","Urine","Hematology","5814-9"
+704,51504,"Tyrosine Crystals","Urine","Hematology","5815-6"
+705,51505,"Uric Acid Crystals","Urine","Hematology","5817-2"
+706,51506,"Urine Appearance","Urine","Hematology","5767-9"
+707,51507,"Urine Casts, Other","Urine","Hematology","9842-6"
+708,51508,"Urine Color","Urine","Hematology","5778-6"
+709,51509,"Urine Comments","Urine","Hematology",
+710,51510,"Urine Crystals, Other","Urine","Hematology","5783-6"
+711,51511,"Urine Fat Bodies","Urine","Hematology","2272-3"
+712,51512,"Urine Mucous","Urine","Hematology","8247-9"
+713,51513,"Urine Specimen Type","Urine","Hematology","19159-3"
+714,51514,"Urobilinogen","Urine","Hematology","5818-0"
+715,51515,"Waxy Casts","Urine","Hematology","5819-8"
+716,51516,"WBC","Urine","Hematology","5821-4"
+717,51517,"WBC Casts","Urine","Hematology","5820-6"
+718,51518,"WBC Clumps","Urine","Hematology",
+719,51519,"Yeast","Urine","Hematology","5822-2"
+720,51520,"ANTI-MC","BLOOD","CHEMISTRY","32042-4"
+721,51521,"ACID PHOSPHATASE, PROSTATIC","BLOOD","CHEMISTRY",
+722,51522,"PG","OTHER BODY FLUID","CHEMISTRY","48785-0"
+723,51523,"GR HOLD","URINE","CHEMISTRY",
+724,51524,"FATTY","URINE","HEMATOLOGY","5789-3"
+725,51525,"Billed","BLOOD","CHEMISTRY",
+726,51526,"FRUCAMN+","BLOOD","CHEMISTRY",
+727,51527,"MS-DIA","BLOOD","CHEMISTRY",
+728,51528,"STDY HOLD","BLOOD","CHEMISTRY",
+729,51529,"Estimated Actual Glucose","BLOOD","CHEMISTRY",
+730,51530,"AF-AFP","OTHER BODY FLUID","CHEMISTRY",
+731,51531,"STDYURINE","URINE","CHEMISTRY",
+732,51532,"PLASMGN","BLOOD","HEMATOLOGY",
+733,51533,"WBCP","BLOOD","HEMATOLOGY",
+734,51534,"MYELOS","JOINT FLUID","HEMATOLOGY",
+735,51535,"CD55","OTHER BODY FLUID","HEMATOLOGY",
+736,51536,"CD59","OTHER BODY FLUID","HEMATOLOGY",
+737,51537,"TDT","OTHER BODY FLUID","HEMATOLOGY",
+738,51540,"PROBLEM SPECIMEN","BLOOD","CHEMISTRY",
+739,51541,"PROBLEM SPECIMEN","BLOOD","HEMATOLOGY",
+740,51542,"PROBLEM SPECIMEN","URINE","HEMATOLOGY",
+741,51543,"VOIDED SPECIMEN","BLOOD","CHEMISTRY",
+742,51544,"VOIDED SPECIMEN","OTHER BODY FLUID","BLOOD GAS",
+743,51545,"VOIDED SPECIMEN","BLOOD","BLOOD GAS",
+744,51546,"VOIDED SPECIMEN","CSF","CHEMISTRY",
+745,51547,"VOIDED SPECIMEN","OTHER BODY FLUID","CHEMISTRY",
+746,51548,"VOIDED SPECIMEN","URINE","HEMATOLOGY",
+747,51549,"VOIDED SPECIMEN","ASCITES","CHEMISTRY",
+748,51550,"VOIDED SPECIMEN","BLOOD","HEMATOLOGY",
+749,51551,"VOIDED SPECIMEN","OTHER BODY FLUID","HEMATOLOGY",
+750,51552,"VOIDED SPECIMEN","STOOL","CHEMISTRY",
+751,51553,"VOIDED SPECIMEN","URINE","CHEMISTRY",
+752,51554,"VOIDED SPECIMEN","JOINT FLUID","HEMATOLOGY",
+753,51555,"SURFACTANT ALBUMIN RATIO","OTHER BODY FLUID","CHEMISTRY",

Patient1.csv

@@ -1,4 +0,0 @@
-Phase,XXX1
-Activity,YYY
-Start date,2024-01-01
-End date,2024-01-31

Patient2.csv

@@ -1,4 +0,0 @@
-Phase,XXX2
-Activity,YYY
-Start date,2024-01-01
-End date,2024-01-31

Patient3.csv

@@ -1,4 +0,0 @@
-Phase,XXX3
-Activity,YYY
-Start date,2024-01-01
-End date,2024-01-31

app.py

@@ -1,31 +1,139 @@
-from typing import Dict
 from pathlib import Path
-import pickle, logging, sys
-from typing import Tuple, List, Dict
-
+from glob import glob
+from functools import partial
 import numpy as np
-import numpy.typing as npt
-from scipy.sparse import csr_matrix
 import torch
 import gradio as gr
 import pandas as pd
+import re
+
 
+examples_path = "examples"
 device = torch.device("cuda" if torch.cuda.is_available() else "cpu")
-model = torch.jit.load("final_model.pth")
+model = torch.jit.load("final_model.pth").to(device)
+correct_preds, wrong_preds = {}, {}
+condition_lst = pd.read_csv("feature.csv", header = "infer", sep = ",", encoding = "utf-8", dtype=str)
+D_LABITEMS = pd.read_csv("D_LABITEMS.csv", header = "infer", sep = ",", encoding = "utf-8", dtype=str)
+
+def _check_patient_csv_format(df: pd.DataFrame):
+    if not (list(df.columns)[0:2] == ["condition", "value"]):
+        raise gr.Error(f"Column set [{list(df.columns)}]: not expected.", duration=None)
+    if condition_lst["condition"].to_list() != df["condition"].to_list():
+        raise gr.Error(f"Condition set: not expected.", duration=None)
+    vals = np.sort(df["value"].unique())
+    if not (vals.ndim == 1 and len(vals) == 2 and all(vals == np.array([0.0, 1.0]))):
+        raise gr.Error(f"Column 'value': contain invalid values.", duration=None)
+    
+
+def _extract_patient_data_from_name(csv_file_name: str):
+    patient_file_pat = r"^Patient_(\d+)_\(Label-(alive|dead)\)_\(Predicted-(dead|alive)\).csv$"
+    csv_name = Path(csv_file_name).name
+    matches = re.search(patient_file_pat, csv_name)
+    if matches is None:
+        return None
+    else:
+        return (matches.group(1), matches.group(2), matches.group(3))
 
-def predict(patient_id: int):
-    print(f"predict patient {patient_id}")
-    df = pd.read_csv(f"Patient{patient_id}.csv", 
+
+def _find_example_csv_files() -> None:
+    all_csv_files = glob(f'{examples_path}/*.csv', recursive=True)
+    if len(all_csv_files) == 0:
+        print("*** No csv files found.")
+    else:
+        for one_csv_file in all_csv_files:
+            matches = _extract_patient_data_from_name(one_csv_file)
+            if matches:
+                pat_id, pat_label, pat_predicted = matches
+                if pat_id in correct_preds or pat_id in wrong_preds:
+                    print(f"*** File [{one_csv_file}]: already processed! How come?")
+                else:
+                    if pat_label == pat_predicted:
+                        correct_preds[pat_id] = {"label": pat_label,
+                                                 "predicted": pat_predicted,
+                                                 "file_name": one_csv_file}
+                    else:
+                        wrong_preds[pat_id] = {"label": pat_label,
+                                               "predicted": pat_predicted,
+                                               "file_name": one_csv_file}
+            else:
+                print(f"*** File [{one_csv_file}]: wrong name.")
+            
+
+_find_example_csv_files()
+
+def _predict(file_path: str):
+    df = pd.read_csv(f"{file_path}", 
                      header="infer", 
                      sep=",", 
                      encoding="utf-8", 
-                     dtype={'condition': 'str', 'user_key': 'float32'}, 
+                     dtype={'condition': 'str', 'value': 'float32'}, 
                      keep_default_na=False)
+    _check_patient_csv_format(df)
+    patient_data = torch.from_numpy(df["value"].to_numpy()).unsqueeze(dim=0).to(device)
+    probability, _ = model(patient_data)
+    probability = probability.detach().cpu()[0].item()
+    return probability
+
+
+def example_csv_click(patient_id: int):
+    print(f"*** Predict patient {patient_id} (Example CSV)")
     
-    return {"Death": 0.9, "Alive": 0.1}
+    patient = correct_preds[patient_id] if patient_id in correct_preds else wrong_preds[patient_id]
+    probability = _predict(patient['file_name'])
+    return [{"Death": probability, "Alive": 1-probability}, 
+            patient['label']]
 
 
-with gr.Blocks(theme=gr.themes.Soft()) as demo:
+def user_csv_upload(temp_csv_file_path):
+    print(f"*** Predict patient (User CSV Upload)")
+    
+    matches = _extract_patient_data_from_name(temp_csv_file_path)
+    probability = _predict(temp_csv_file_path)
+    return [{"Death": probability, "Alive": 1-probability}, 
+            "(Not Available)" if matches is None else matches[1]]
+
+
+def do_query(query_str, query_type):
+    if query_type in ["Diagnosis", "Procedure"]:
+        str_to_search = f"ICD-9 {query_type} Code " + query_str
+        return gr.HTML(value=f'<a href="https://www.google.com/search?q={str_to_search}" target="_blank">Google</a>', 
+                       visible=True)
+    else:   # Lab Code
+        query_str = query_str.strip()
+        if (index := query_str.rfind("_")) >= 0:
+            query_str = query_str[0:index]
+        res = D_LABITEMS[D_LABITEMS["ITEMID"] == query_str]
+        if res.shape[0] == 0:
+            answer = "(Something wrong. No definition found.)"
+        elif res.shape[0] == 1:
+            answer = f"{res["LABEL"].values[0]}-{res["FLUID"].values[0]}-{res["CATEGORY"].values[0]}"
+        else:
+            answer=f"(Something wrong. Too many definitions, given code [{query_str}].)"
+        return gr.HTML(value=answer,
+                       visible=True)
+
+
+def query_input_change_event(query_str, query_type):
+    if (query_str is not None and len(query_str.strip())>0 and\
+        query_type is not None):
+        return [gr.Button(interactive=True), gr.HTML(visible=False)]
+    else:
+        return [gr.Button(interactive=False), gr.HTML(visible=False)]
+
+resDispPartFuncs = []
+
+css = \
+"""
+#selectFileToUpload {max-height: 180px}
+.gradio-container {
+    background: url(https://www.kindpng.com/picc/m/207-2075829_transparent-healthcare-clipart-medical-report-icon-hd-png.png);
+    background-position: 80% 80%;
+    background-repeat: no-repeat;
+    background-size: 200px;
+}
+"""
+
+with gr.Blocks(theme=gr.themes.Soft(), css=css) as demo:
     with gr.Row():
         with gr.Column():
             gr.Markdown(
@@ -37,43 +145,50 @@ with gr.Blocks(theme=gr.themes.Soft()) as demo:
             patient_upload_file = gr.File(label="Upload A Patient", 
                                           file_types = ['.csv'],
                                           file_count = "single",
-                                          height=100)
+                                          elem_id="selectFileToUpload")
+            patient_upload_file.upload(fn=user_csv_upload, inputs=patient_upload_file, outputs=None)
             gr.Markdown(
                 """
                 ## Examples - Correct Prediction:
                 """
             )
             with gr.Row():
-                with gr.Column(variant='panel', min_width=100):
-                    patient_1_input_btn = gr.Button("Patient 1", size="sm")
-                    patient_1_download_btn = gr.DownloadButton(label="Download", value="Patient1.csv", size="sm")
-                    patient_id_1 = gr.Number(value=1, visible=False)
-                with gr.Column(variant='panel', min_width=100):
-                    patient_2_input_btn = gr.Button("Patient 2", size="sm")
-                    patient_2_download_btn = gr.DownloadButton(label="Download", value="Patient2.csv", size="sm")
-                    patient_id_2 = gr.Number(value=2, visible=False)
-                with gr.Column(variant='panel', min_width=100):
-                    patient_3_input_btn = gr.Button("Patient 3", size="sm")
-                    patient_3_download_btn = gr.DownloadButton(label="Download", value="Patient3.csv", size="sm")
-                    patient_id_3 = gr.Number(value=3, visible=False)
+                for patient_id in correct_preds.keys():
+                    with gr.Column(variant='panel', 
+                                   min_width=100):
+                        patient_input_btn = gr.Button(f"Patient {patient_id}", 
+                                                      size="sm")
+                        patient_download_btn = gr.DownloadButton(label="Download", 
+                                                                 value=f"{correct_preds[patient_id]["file_name"]}", 
+                                                                 size="sm")
+                        patient_id_num = gr.Number(value=patient_id,
+                                                   visible=False)
+                        partFunc = partial(patient_input_btn.click, 
+                                           fn=example_csv_click, 
+                                           inputs=patient_id_num, 
+                                           api_name="predict")
+                        resDispPartFuncs.append(partFunc)
             gr.Markdown(
                 """
                 ## Examples - Wrong Prediction:
                 """
             )
             with gr.Row():
-                with gr.Column(variant='panel', min_width=100):
-                    patient_4_input_btn = gr.Button("Patient 4", size="sm")
-                    patient_4_download_btn = gr.DownloadButton(label="Download", value="Patient4.csv", size="sm")
-                    patient_id_4 = gr.Number(value=4, visible=False)
-                with gr.Column(variant='panel', min_width=100):
-                    patient_5_input_btn = gr.Button("Patient 5", size="sm")
-                    patient_5_download_btn = gr.DownloadButton(label="Download", value="Patient5.csv", size="sm")
-                    patient_id_5 = gr.Number(value=5, visible=False)
-                with gr.Column(variant='panel', min_width=100):
-                    patient_6_input_btn = gr.Button("Patient 6", size="sm")
-                    patient_6_download_btn = gr.DownloadButton(label="Download", value="Patient6.csv", size="sm")
-                    patient_id_6 = gr.Number(value=6, visible=False)
+                for patient_id in wrong_preds.keys():
+                    with gr.Column(variant='panel', 
+                                   min_width=100):
+                        patient_input_btn = gr.Button(f"Patient {patient_id}", 
+                                                      size="sm")
+                        patient_download_btn = gr.DownloadButton(label="Download", 
+                                                                 value=f"{wrong_preds[patient_id]["file_name"]}", 
+                                                                 size="sm")
+                        patient_id_num = gr.Number(value=patient_id, 
+                                                   visible=False)
+                        partFunc = partial(patient_input_btn.click,
+                                           fn=example_csv_click, 
+                                           inputs=patient_id_num, 
+                                           api_name="predict")
+                        resDispPartFuncs.append(partFunc)
         with gr.Column():
             gr.Markdown(
                 """
@@ -81,14 +196,24 @@ with gr.Blocks(theme=gr.themes.Soft()) as demo:
                 In 24 hours after ICU admission.
                 """
             )
-            result = gr.Label(num_top_classes=2, label="Predictions")
-    
-    # Choose a patient to predict.        
-    patient_1_input_btn.click(fn=predict, inputs=patient_id_1, outputs=result, api_name="predict")
-    patient_2_input_btn.click(fn=predict, inputs=patient_id_2, outputs=result, api_name="predict")
-    patient_3_input_btn.click(fn=predict, inputs=patient_id_3, outputs=result, api_name="predict")
+            result_pred = gr.Label(num_top_classes=2, label="Predicted")
+            result_label = gr.Label(label="Label")
+            
+            with gr.Accordion("More on Patient Conditions...", open=False):
+                query_tbx = gr.Textbox(label="Enter one ICD-9 Diagnosis/Procedure Code or Lab Value:",
+                           lines=1,
+                           max_lines=1, placeholder="00869 for 'Other viral intes infec' (Diagnosis)")
+                query_type = gr.Radio(["Diagnosis", "Procedure", "Lab Value"], show_label=False)
+                query_btn = gr.Button(value="Query", size="sm", interactive=False)
+                html = gr.HTML("", visible=False)
+                
+                query_tbx.change(fn=query_input_change_event, inputs=[query_tbx, query_type], outputs=[query_btn, html])
+                query_type.change(fn=query_input_change_event, inputs=[query_tbx, query_type], outputs=[query_btn, html])
+                query_btn.click(fn=do_query, inputs=[query_tbx, query_type], outputs=html)
+                
     
+    for partialFunc in resDispPartFuncs:
+        partialFunc(outputs=[result_pred, result_label])
     
     
 demo.launch(debug=True)
-