Source Themes

ContriMix: Unsupervised disentanglement of content and attribute for domain generalization in microscopy image analysis

Tan H. Nguyen, Dinkar Juyal, Jin Li, Aaditya Prakash, Shima Nofallah, Chintan Shah, Sai Chowdary Gullapally, Michael Griffin, Anand Sampat, John Abel, Justin Lee, Amaro Taylor-Weiner

Development of a high-throughput image processing pipeline for multiplex immunofluorescence whole slide images at scale

Waleed Tahir, Emma Krause, Jin Li, Howard Mak, Mohammad Mirzadeh, Kevin Rose, Judy Shen, Vignesh Valaboju, Guillaume Chhor, Joseph Lee, Jun Zhang, Jacqueline Brosnan-Cashman, Michael G Drage, Justin Lee, Carlee Hemphill, Saumya Pant, Robert Egger

Machine learning-based prediction of geboes score and histologic improvement and remission thresholds in ulcerative colitis

Zahil Shanis, Harshith Padigela, Kathleen Sucipto, John Shamshoian, Jin Li, Andrew Walker, Darren Fahy, Mary Lin, Mike Montalto, Andrew Beck, Jimish Mehta, Ilan Wapinski, Archit Khosla, Harsha Pokkalla, Fedaa Najdawi, Christina Jayson

Predicting malignant ventricular arrhythmias using real-time remote monitoring

Curtis Ginder, Jin Li, Jonathan L Halperin, Joseph G Akar, David T Martin, Ishanu Chattopadhyay, Gaurav A Upadhyay

Emergenet: fast scalable pandemic risk assessment of influenza A strains circulating in non-human hosts

Kevin Wu, Jin Li, Aaron Esser-Kahn, Ishanu Chattopadhyay

Self-training of machine learning models for liver histopathology: generalization under clinical shifts

Jin Li, Deepta Rajan, Chintan Shah, Dinkar Juyal, Shreya Chakraborty, Chandan Akiti, Filip Kos, Janani Iyer, Anand Sampat, Ali Behrooz

Study of real-valued distance prediction for protein structure prediction with deep learning

Jin Li, Jinbo Xu

Development and validation of computerized adaptive assessment tools for the measurement of posttraumatic stress disorder among US military veterans

Lisa A Brenner, Lisa M Betthauser, Molly Penzenik, Anne Germain, Jin Li, Ishanu Chattopadhyay, Ellen Frank, David J Kupfer, Robert D Gibbons

Improved protein structure prediction by deep learning irrespective of co-evolution information

Jinbo Xu, Matthew Mcpartlon, Jin Li

Predicting future mutations to inform vaccine design

Jin Li, Timmy Li, Aaron Esser-Kahn, Ishanu Chattopadhyay