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JS, YW and ZY participated in the design of the study. HL and YX collected the written informed consent and patients’ data. XL, RS performed the statistical analysis. JS and YD drafted the manuscript. All authors read and approved the final manuscript.
The authors acknowledge support of China Scholarship Council (CSC) and Deutscher Akademischer Austauschdienst (DAAD).
We acknowledge the availability of the data in the paper.
This study was supported by Central University Basic Science Foundation of China |||PHONE_NUMBER||| ) and by National Natural Science Foundation of China (81570406).
Correspondence to Zuyi Yuan.
### [Xception: Deep Learning with Depthwise Seperable Convolutions](https://arxiv.org/abs/1610.02357)

Netscope: http://ethereon.github.io/netscope/#gist/931d7c91b22109f83bbbb7ff1a215f5f

[PaperNotes(in Chinese)](https://blog.ddlee.cn/2018/01/02/%E8%AE%BA%E6%96%87%E7%AC%94%E8%AE%B0-Xception-Deep-Learning-with-Depthwise-Seperable-Convolutions/)

### Model Architecture

![xception](xception_arch.png)A novel of the Great Sioux was from the author of Song of Wovoka. Brawling sharpshooter Mason Hall was given the choice of joining General Crooks 1876 expedition against the Sioux or dying on a hangmans gallows. Finally Hall finds love and happiness among the Sioux, but at the Battle of Rosebud Creek, he must choose between the people of his birth or those who hold his heart.Caroline Flack has had a whirlwind few weeks after she was arrested and charged with the assault of her boyfriend Lewis Burton.
After appearing in court last week, the presenter spent Christmas day volunteering and spending time with her friends, the same as she did last year.
Caroline pleaded not guilty at Highbury Magistrates Court on Monday and her boyfriend Lewis Burton, 27, denied claims she hit him over the head with a lamp.
Caroline supported her by liking the tweet, as she is currently going through a tough time herself.
Lorraine star Dan Wootton also tweeted out to those who were spending the festive season alone.
It read: ‘And if you’re on your own this Christmas, just remember you are never alone.’ Caroline also liked this tweet, showing her support for those alone at Christmas.
Her boyfriend Lewis Burton also posted his own loneliness on social media yesterday as he shared a photo of Caroline on his stories.
The bail terms set by the judge mean that the couple can have no contact, meaning they couldn’t spend Christmas together. This wasn’t changed by the fact that Lewis is not pressing charges.
Instead, the tennis player spent Christmas going jogging by himself as a distraction.
Loyola College Prep’s Sixty-second Annual Style Show will be held on Wednesday, November 12 at 11 a.m. at the Shreveport Convention Center. Tickets for the event and sweepstakes tickets may be purchased online for $30 at www.lcpstyleshow2014.eventbrite.com until October 24th. A limited number of tickets will be sold at the door the day of the show for $35 each.
The festive theme of the 2014 Loyola College Prep Style Show is “Visions of Paradise.” The stage, music, and costumes will all have an island theme, islands from around the world including Bora Bora and Tahiti.
Loyola College Prep seniors will be visiting exotic tropical islands relaxing and taking in the cool island breezes. The student models will be visiting the Bahamas, Bora Bora, Tahiti and other exotic destinations. They will be dancing to fun island-inspired music with a tropical beat complimented by a blend of modern pop songs. Attendees will feel they have been transported to a tropical paradise complete with an active