Hugging Face's logo

popV
/
tabula_sapiens_Eye

Joblib
popV
biology
genomics
single-cell
anndata_version:0.11.3
python_version:3.11.11
tissue: Eye
Model card Files Community
canergen commited on
Commit
f462f5f
·
verified ·
1 Parent(s): 3c83f81

Upload README.md with huggingface_hub

Browse files
Files changed (1) hide show
  1. README.md +71 -71
README.md CHANGED
@@ -32,41 +32,41 @@ computed on a 10% random subset of the data that was not used for training.
32
 
33
  | Cell Type | N cells | celltypist | knn bbknn | knn harmony | knn on scvi | onclass | scanvi | svm | xgboost | Consensus Prediction |
34
  | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
35
- | conjunctival epithelial cell | 1127 | 0.95 | 0.94 | 0.96 | 0.97 | 0.00 | 0.90 | 0.96 | 0.95 | 0.97 |
36
- | corneal epithelial cell | 393 | 0.94 | 0.82 | 0.95 | 0.96 | 0.00 | 0.94 | 0.94 | 0.93 | 0.95 |
37
- | B cell | 436 | 0.99 | 0.99 | 0.99 | 0.99 | 0.00 | 0.99 | 1.00 | 0.99 | 1.00 |
38
- | retinal blood vessel endothelial cell | 195 | 0.98 | 0.97 | 0.98 | 0.99 | 0.00 | 0.96 | 0.98 | 0.98 | 0.99 |
39
- | CD4-positive, alpha-beta T cell | 170 | 0.89 | 0.90 | 0.90 | 0.79 | 0.00 | 0.88 | 0.91 | 0.90 | 0.92 |
40
- | fibroblast | 163 | 0.79 | 0.73 | 0.79 | 0.68 | 0.00 | 0.73 | 0.81 | 0.78 | 0.81 |
41
- | eye photoreceptor cell | 136 | 0.95 | 0.93 | 0.95 | 0.95 | 0.00 | 0.96 | 0.97 | 0.97 | 0.97 |
42
- | plasma cell | 138 | 0.98 | 0.93 | 0.97 | 0.96 | 0.00 | 0.95 | 0.99 | 0.97 | 0.98 |
43
- | acinar cell | 135 | 0.85 | 0.95 | 0.95 | 0.96 | 0.00 | 0.96 | 0.91 | 0.92 | 0.92 |
44
- | keratocyte | 80 | 0.68 | 0.61 | 0.70 | 0.56 | 0.00 | 0.67 | 0.73 | 0.71 | 0.74 |
45
- | CD8-positive, alpha-beta T cell | 86 | 0.80 | 0.80 | 0.82 | 0.60 | 0.00 | 0.82 | 0.84 | 0.80 | 0.81 |
46
- | myeloid leukocyte | 81 | 0.79 | 0.82 | 0.79 | 0.69 | 0.00 | 0.75 | 0.88 | 0.90 | 0.87 |
47
- | Mueller cell | 55 | 0.85 | 0.77 | 0.80 | 0.86 | 0.00 | 0.89 | 0.89 | 0.88 | 0.90 |
48
- | smooth muscle cell | 44 | 0.93 | 0.96 | 0.97 | 0.96 | 0.00 | 0.92 | 0.96 | 0.97 | 0.96 |
49
- | microglial cell | 33 | 0.71 | 0.74 | 0.70 | 0.57 | 0.00 | 0.68 | 0.76 | 0.76 | 0.75 |
50
- | Schwann cell | 34 | 0.85 | 0.90 | 0.87 | 0.87 | 0.00 | 0.82 | 0.86 | 0.83 | 0.87 |
51
- | macrophage | 21 | 0.49 | 0.25 | 0.53 | 0.42 | 0.00 | 0.55 | 0.72 | 0.80 | 0.72 |
52
- | erythrocyte | 13 | 1.00 | 0.96 | 0.96 | 1.00 | 0.00 | 0.93 | 1.00 | 0.93 | 1.00 |
53
- | muscle cell | 14 | 0.93 | 0.88 | 1.00 | 0.97 | 0.00 | 0.70 | 0.93 | 0.93 | 1.00 |
54
- | monocyte | 11 | 0.52 | 0.69 | 0.56 | 0.30 | 0.00 | 0.67 | 0.30 | 0.56 | 0.56 |
55
- | mature NK T cell | 8 | 0.00 | 0.00 | 0.55 | 0.00 | 0.00 | 0.88 | 0.71 | 0.36 | 0.22 |
56
- | retinal pigment epithelial cell | 10 | 0.95 | 0.95 | 0.89 | 0.89 | 0.00 | 0.95 | 0.95 | 0.89 | 0.95 |
57
- | T cell | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.09 | 0.00 | 0.00 | 0.00 |
58
- | retinal bipolar neuron | 3 | 0.40 | 0.40 | 0.33 | 0.25 | 0.00 | 0.36 | 0.33 | 0.33 | 0.33 |
59
- | natural killer cell | 5 | 0.80 | 0.33 | 0.33 | 0.00 | 0.00 | 0.60 | 0.57 | 0.33 | 0.57 |
60
- | neutrophil | 6 | 1.00 | 0.92 | 0.80 | 0.80 | 0.00 | 0.86 | 1.00 | 0.83 | 1.00 |
61
- | adipocyte | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.67 | 0.00 | 0.00 |
62
- | mast cell | 3 | 0.75 | 0.67 | 1.00 | 0.67 | 0.00 | 0.67 | 0.86 | 1.00 | 0.75 |
63
- | intermediate monocyte | 3 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.33 | 0.00 |
64
- | myeloid dendritic cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.67 | 0.50 | 0.00 | 0.00 |
65
  | classical monocyte | 4 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
66
- | radial glial cell | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.05 | 0.50 | 0.00 | 0.00 |
67
  | endothelial cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
68
  | basophil | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
69
- | retina horizontal cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
70
  | stromal cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
71
  | erythroid lineage cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
72
  | non-classical monocyte | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
@@ -76,45 +76,45 @@ The train accuracies are computed on the training data.
76
 
77
  | Cell Type | N cells | celltypist | knn bbknn | knn harmony | knn on scvi | onclass | scanvi | svm | xgboost | Consensus Prediction |
78
  | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
79
- | conjunctival epithelial cell | 9959 | 0.95 | 0.92 | 0.98 | 0.98 | 0.00 | 0.92 | 0.97 | 0.96 | 0.98 |
80
- | corneal epithelial cell | 3794 | 0.94 | 0.76 | 0.96 | 0.97 | 0.00 | 0.95 | 0.96 | 0.94 | 0.97 |
81
- | B cell | 3717 | 0.99 | 0.98 | 0.99 | 0.99 | 0.00 | 0.99 | 1.00 | 0.99 | 1.00 |
82
- | retinal blood vessel endothelial cell | 1896 | 0.98 | 0.97 | 0.98 | 0.98 | 0.00 | 0.97 | 0.99 | 0.98 | 0.99 |
83
- | CD4-positive, alpha-beta T cell | 1443 | 0.86 | 0.87 | 0.91 | 0.83 | 0.00 | 0.89 | 0.94 | 0.94 | 0.93 |
84
- | fibroblast | 1425 | 0.78 | 0.71 | 0.88 | 0.84 | 0.00 | 0.84 | 0.89 | 0.89 | 0.90 |
85
- | eye photoreceptor cell | 1398 | 0.94 | 0.94 | 0.98 | 0.97 | 0.00 | 0.97 | 0.98 | 0.98 | 0.98 |
86
- | plasma cell | 1209 | 0.95 | 0.92 | 0.98 | 0.97 | 0.00 | 0.96 | 0.99 | 0.97 | 0.99 |
87
- | acinar cell | 1210 | 0.88 | 0.92 | 0.98 | 0.98 | 0.00 | 0.94 | 0.94 | 0.95 | 0.95 |
88
- | keratocyte | 906 | 0.77 | 0.64 | 0.85 | 0.79 | 0.00 | 0.85 | 0.88 | 0.88 | 0.89 |
89
- | CD8-positive, alpha-beta T cell | 850 | 0.78 | 0.81 | 0.85 | 0.73 | 0.00 | 0.84 | 0.91 | 0.91 | 0.91 |
90
- | myeloid leukocyte | 567 | 0.75 | 0.73 | 0.83 | 0.82 | 0.00 | 0.90 | 0.97 | 0.98 | 0.94 |
91
- | Mueller cell | 450 | 0.80 | 0.74 | 0.89 | 0.87 | 0.00 | 0.92 | 0.94 | 0.95 | 0.94 |
92
- | smooth muscle cell | 411 | 0.91 | 0.94 | 0.97 | 0.95 | 0.00 | 0.89 | 0.98 | 0.97 | 0.96 |
93
- | microglial cell | 375 | 0.74 | 0.74 | 0.82 | 0.75 | 0.00 | 0.85 | 0.98 | 0.98 | 0.92 |
94
- | Schwann cell | 249 | 0.82 | 0.85 | 0.89 | 0.91 | 0.00 | 0.81 | 0.94 | 0.94 | 0.92 |
95
- | macrophage | 133 | 0.35 | 0.18 | 0.62 | 0.51 | 0.00 | 0.78 | 0.98 | 0.99 | 0.90 |
96
- | erythrocyte | 135 | 0.94 | 0.91 | 0.99 | 0.98 | 0.00 | 0.97 | 1.00 | 0.99 | 0.99 |
97
- | muscle cell | 128 | 0.87 | 0.59 | 0.95 | 0.92 | 0.00 | 0.79 | 0.96 | 0.95 | 0.99 |
98
- | monocyte | 75 | 0.37 | 0.55 | 0.63 | 0.49 | 0.00 | 0.81 | 0.99 | 0.99 | 0.84 |
99
- | mature NK T cell | 64 | 0.00 | 0.03 | 0.53 | 0.06 | 0.00 | 0.80 | 0.95 | 0.93 | 0.82 |
100
- | retinal pigment epithelial cell | 57 | 0.98 | 0.98 | 0.98 | 0.93 | 0.00 | 0.94 | 1.00 | 1.00 | 1.00 |
101
- | T cell | 61 | 0.00 | 0.00 | 0.11 | 0.00 | 0.00 | 0.53 | 0.87 | 0.94 | 0.78 |
102
- | retinal bipolar neuron | 58 | 0.86 | 0.87 | 0.90 | 0.80 | 0.00 | 0.77 | 0.99 | 0.99 | 0.92 |
103
- | natural killer cell | 49 | 0.60 | 0.49 | 0.58 | 0.27 | 0.00 | 0.76 | 0.90 | 0.88 | 0.86 |
104
- | neutrophil | 45 | 0.81 | 0.87 | 0.84 | 0.86 | 0.00 | 0.86 | 1.00 | 1.00 | 0.96 |
105
- | adipocyte | 38 | 0.00 | 0.00 | 0.76 | 0.51 | 0.00 | 0.35 | 0.80 | 0.68 | 0.85 |
106
- | mast cell | 33 | 0.57 | 0.67 | 0.81 | 0.67 | 0.00 | 0.96 | 0.99 | 0.92 | 0.91 |
107
- | intermediate monocyte | 27 | 0.00 | 0.05 | 0.59 | 0.57 | 0.00 | 0.83 | 0.98 | 1.00 | 0.88 |
108
- | myeloid dendritic cell | 27 | 0.00 | 0.29 | 0.56 | 0.39 | 0.00 | 0.60 | 0.89 | 0.81 | 0.92 |
109
- | classical monocyte | 15 | 0.00 | 0.00 | 0.32 | 0.17 | 0.00 | 0.93 | 1.00 | 1.00 | 0.93 |
110
- | radial glial cell | 11 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.03 | 0.56 | 0.51 | 0.96 |
111
- | endothelial cell | 13 | 0.00 | 0.00 | 0.57 | 0.00 | 0.00 | 0.32 | 0.84 | 0.81 | 0.64 |
112
- | basophil | 5 | 0.00 | 0.00 | 0.44 | 0.29 | 0.00 | 0.62 | 1.00 | 1.00 | 0.89 |
113
- | retina horizontal cell | 4 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.67 | 1.00 | 1.00 | 1.00 |
114
- | stromal cell | 3 | 0.00 | 0.00 | 0.50 | 0.00 | 0.00 | 0.25 | 1.00 | 0.67 | 1.00 |
115
- | erythroid lineage cell | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.40 | 1.00 | 1.00 | 0.67 |
116
- | non-classical monocyte | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.80 | 1.00 | 1.00 | 1.00 |
117
- | retinal ganglion cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.33 | 1.00 | 0.67 | 0.00 |
118
 
119
  </details>
120
 
 
32
 
33
  | Cell Type | N cells | celltypist | knn bbknn | knn harmony | knn on scvi | onclass | scanvi | svm | xgboost | Consensus Prediction |
34
  | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
35
+ | conjunctival epithelial cell | 1126 | 0.96 | 0.94 | 0.96 | 0.98 | 0.00 | 0.88 | 0.96 | 0.96 | 0.97 |
36
+ | corneal epithelial cell | 391 | 0.94 | 0.84 | 0.95 | 0.96 | 0.00 | 0.95 | 0.95 | 0.94 | 0.95 |
37
+ | B cell | 427 | 0.99 | 0.99 | 0.99 | 0.99 | 0.00 | 0.99 | 1.00 | 0.99 | 1.00 |
38
+ | retinal blood vessel endothelial cell | 192 | 0.98 | 0.96 | 0.97 | 0.97 | 0.00 | 0.96 | 0.97 | 0.98 | 0.98 |
39
+ | CD4-positive, alpha-beta T cell | 176 | 0.89 | 0.92 | 0.91 | 0.80 | 0.00 | 0.91 | 0.90 | 0.92 | 0.93 |
40
+ | fibroblast | 160 | 0.82 | 0.72 | 0.77 | 0.70 | 0.00 | 0.56 | 0.77 | 0.76 | 0.80 |
41
+ | eye photoreceptor cell | 149 | 0.94 | 0.94 | 0.95 | 0.97 | 0.00 | 0.95 | 0.95 | 0.95 | 0.96 |
42
+ | plasma cell | 148 | 0.96 | 0.94 | 0.97 | 0.93 | 0.00 | 0.95 | 0.99 | 0.97 | 0.99 |
43
+ | acinar cell | 136 | 0.91 | 0.95 | 0.95 | 0.97 | 0.00 | 0.93 | 0.91 | 0.92 | 0.92 |
44
+ | keratocyte | 81 | 0.67 | 0.63 | 0.67 | 0.61 | 0.00 | 0.62 | 0.69 | 0.68 | 0.73 |
45
+ | CD8-positive, alpha-beta T cell | 81 | 0.78 | 0.81 | 0.80 | 0.63 | 0.00 | 0.83 | 0.81 | 0.83 | 0.85 |
46
+ | myeloid leukocyte | 73 | 0.79 | 0.81 | 0.77 | 0.75 | 0.00 | 0.69 | 0.80 | 0.84 | 0.86 |
47
+ | Mueller cell | 54 | 0.82 | 0.78 | 0.84 | 0.92 | 0.00 | 0.84 | 0.85 | 0.82 | 0.86 |
48
+ | smooth muscle cell | 47 | 0.94 | 0.96 | 0.97 | 0.94 | 0.00 | 0.91 | 0.95 | 0.95 | 0.95 |
49
+ | microglial cell | 34 | 0.63 | 0.75 | 0.73 | 0.54 | 0.00 | 0.68 | 0.72 | 0.70 | 0.73 |
50
+ | Schwann cell | 30 | 0.87 | 0.90 | 0.88 | 0.89 | 0.00 | 0.76 | 0.92 | 0.78 | 0.87 |
51
+ | macrophage | 22 | 0.50 | 0.17 | 0.50 | 0.40 | 0.00 | 0.51 | 0.70 | 0.70 | 0.67 |
52
+ | erythrocyte | 14 | 0.97 | 1.00 | 1.00 | 1.00 | 0.00 | 1.00 | 1.00 | 0.93 | 1.00 |
53
+ | muscle cell | 13 | 0.96 | 0.76 | 0.96 | 0.96 | 0.00 | 0.79 | 0.93 | 0.90 | 1.00 |
54
+ | monocyte | 9 | 0.00 | 0.76 | 0.55 | 0.35 | 0.00 | 0.39 | 0.35 | 0.44 | 0.70 |
55
+ | mature NK T cell | 6 | 0.67 | 0.00 | 0.40 | 0.29 | 0.00 | 0.67 | 0.80 | 0.80 | 0.67 |
56
+ | retinal pigment epithelial cell | 7 | 0.92 | 0.92 | 0.92 | 0.92 | 0.00 | 1.00 | 0.92 | 0.83 | 0.92 |
57
+ | T cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
58
+ | retinal bipolar neuron | 3 | 0.29 | 0.00 | 0.33 | 0.40 | 0.00 | 0.44 | 0.40 | 0.33 | 0.33 |
59
+ | natural killer cell | 3 | 0.57 | 0.50 | 0.00 | 0.50 | 0.00 | 0.57 | 0.33 | 0.33 | 0.40 |
60
+ | neutrophil | 5 | 1.00 | 0.91 | 0.89 | 0.57 | 0.00 | 0.91 | 1.00 | 0.89 | 1.00 |
61
+ | adipocyte | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.50 | 0.00 | 0.00 |
62
+ | mast cell | 5 | 0.62 | 0.67 | 0.75 | 0.89 | 0.00 | 0.83 | 0.91 | 1.00 | 0.91 |
63
+ | intermediate monocyte | 3 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
64
+ | myeloid dendritic cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.50 | 0.00 |
65
  | classical monocyte | 4 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
66
+ | radial glial cell | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.03 | 0.00 | 0.00 | 0.00 |
67
  | endothelial cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
68
  | basophil | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
69
+ | retina horizontal cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
70
  | stromal cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
71
  | erythroid lineage cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
72
  | non-classical monocyte | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
 
76
 
77
  | Cell Type | N cells | celltypist | knn bbknn | knn harmony | knn on scvi | onclass | scanvi | svm | xgboost | Consensus Prediction |
78
  | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
79
+ | conjunctival epithelial cell | 9959 | 0.96 | 0.92 | 0.98 | 0.98 | 0.00 | 0.89 | 0.97 | 0.96 | 0.98 |
80
+ | corneal epithelial cell | 3796 | 0.93 | 0.78 | 0.97 | 0.97 | 0.00 | 0.95 | 0.96 | 0.94 | 0.96 |
81
+ | B cell | 3726 | 0.99 | 0.98 | 0.99 | 0.99 | 0.00 | 0.99 | 1.00 | 0.99 | 1.00 |
82
+ | retinal blood vessel endothelial cell | 1893 | 0.98 | 0.97 | 0.98 | 0.98 | 0.00 | 0.97 | 0.98 | 0.98 | 0.98 |
83
+ | CD4-positive, alpha-beta T cell | 1436 | 0.86 | 0.85 | 0.91 | 0.84 | 0.00 | 0.89 | 0.93 | 0.94 | 0.93 |
84
+ | fibroblast | 1427 | 0.80 | 0.69 | 0.88 | 0.85 | 0.00 | 0.76 | 0.88 | 0.89 | 0.90 |
85
+ | eye photoreceptor cell | 1385 | 0.94 | 0.94 | 0.97 | 0.97 | 0.00 | 0.95 | 0.98 | 0.98 | 0.98 |
86
+ | plasma cell | 1199 | 0.95 | 0.92 | 0.98 | 0.95 | 0.00 | 0.94 | 0.99 | 0.98 | 0.99 |
87
+ | acinar cell | 1209 | 0.90 | 0.92 | 0.98 | 0.97 | 0.00 | 0.94 | 0.95 | 0.95 | 0.96 |
88
+ | keratocyte | 905 | 0.74 | 0.62 | 0.84 | 0.82 | 0.00 | 0.81 | 0.87 | 0.89 | 0.90 |
89
+ | CD8-positive, alpha-beta T cell | 855 | 0.79 | 0.80 | 0.86 | 0.74 | 0.00 | 0.85 | 0.91 | 0.91 | 0.91 |
90
+ | myeloid leukocyte | 575 | 0.74 | 0.74 | 0.83 | 0.83 | 0.00 | 0.89 | 0.97 | 0.98 | 0.93 |
91
+ | Mueller cell | 451 | 0.80 | 0.74 | 0.89 | 0.88 | 0.00 | 0.89 | 0.95 | 0.95 | 0.93 |
92
+ | smooth muscle cell | 408 | 0.92 | 0.94 | 0.97 | 0.94 | 0.00 | 0.92 | 0.98 | 0.98 | 0.97 |
93
+ | microglial cell | 374 | 0.68 | 0.73 | 0.81 | 0.73 | 0.00 | 0.86 | 0.98 | 0.98 | 0.92 |
94
+ | Schwann cell | 253 | 0.84 | 0.84 | 0.90 | 0.90 | 0.00 | 0.77 | 0.94 | 0.94 | 0.91 |
95
+ | macrophage | 132 | 0.34 | 0.17 | 0.61 | 0.59 | 0.00 | 0.77 | 0.97 | 0.99 | 0.91 |
96
+ | erythrocyte | 134 | 0.94 | 0.92 | 0.98 | 0.99 | 0.00 | 0.99 | 1.00 | 1.00 | 0.98 |
97
+ | muscle cell | 129 | 0.86 | 0.47 | 0.95 | 0.91 | 0.00 | 0.85 | 0.95 | 0.97 | 0.98 |
98
+ | monocyte | 77 | 0.00 | 0.52 | 0.63 | 0.57 | 0.00 | 0.60 | 0.99 | 0.99 | 0.94 |
99
+ | mature NK T cell | 66 | 0.39 | 0.06 | 0.53 | 0.16 | 0.00 | 0.90 | 0.98 | 0.97 | 0.89 |
100
+ | retinal pigment epithelial cell | 60 | 0.98 | 1.00 | 0.98 | 0.95 | 0.00 | 0.95 | 1.00 | 1.00 | 1.00 |
101
+ | T cell | 61 | 0.00 | 0.00 | 0.17 | 0.00 | 0.00 | 0.48 | 0.95 | 0.88 | 0.78 |
102
+ | retinal bipolar neuron | 58 | 0.84 | 0.83 | 0.91 | 0.78 | 0.00 | 0.84 | 0.99 | 0.99 | 0.92 |
103
+ | natural killer cell | 51 | 0.64 | 0.44 | 0.64 | 0.20 | 0.00 | 0.81 | 0.86 | 0.89 | 0.90 |
104
+ | neutrophil | 46 | 0.92 | 0.85 | 0.86 | 0.69 | 0.00 | 0.93 | 1.00 | 0.99 | 0.99 |
105
+ | adipocyte | 38 | 0.00 | 0.00 | 0.76 | 0.57 | 0.00 | 0.77 | 0.85 | 0.78 | 0.86 |
106
+ | mast cell | 31 | 0.50 | 0.69 | 0.81 | 0.66 | 0.00 | 0.95 | 1.00 | 0.95 | 0.94 |
107
+ | intermediate monocyte | 27 | 0.00 | 0.05 | 0.55 | 0.21 | 0.00 | 0.84 | 0.98 | 1.00 | 0.94 |
108
+ | myeloid dendritic cell | 27 | 0.00 | 0.24 | 0.57 | 0.36 | 0.00 | 0.64 | 0.84 | 0.78 | 0.92 |
109
+ | classical monocyte | 15 | 0.00 | 0.00 | 0.36 | 0.33 | 0.00 | 0.94 | 1.00 | 1.00 | 0.93 |
110
+ | radial glial cell | 11 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.02 | 0.76 | 0.71 | 1.00 |
111
+ | endothelial cell | 13 | 0.00 | 0.00 | 0.33 | 0.00 | 0.00 | 0.51 | 0.81 | 0.81 | 0.73 |
112
+ | basophil | 5 | 0.00 | 0.00 | 0.40 | 0.00 | 0.00 | 0.80 | 1.00 | 1.00 | 0.89 |
113
+ | retina horizontal cell | 5 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.55 | 1.00 | 1.00 | 0.75 |
114
+ | stromal cell | 3 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.50 | 1.00 | 0.60 | 1.00 |
115
+ | erythroid lineage cell | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.40 | 1.00 | 1.00 | 0.00 |
116
+ | non-classical monocyte | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |
117
+ | retinal ganglion cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.40 | 1.00 | 1.00 | 1.00 |
118
 
119
  </details>
120