Publication Deep Learning Models for COVID-19 Chest X-ray Classification: Preventing Shortcut Learning Using Feature Disentanglement Caleb Robinson, Anusua Trivedi, Marian Blazes, Anthony Ortiz, Jocelyn Desbiens, Sunil Gupta, Rahul Dodhia, Pavan K Bhatraju, W Conrad Liles, Aaron Lee, Jayashree Kalpathy-Cramer, Juan M. Lavista Ferres PLOS | October 2022 Project Project
Video Making the Most of Text Semantics to Improve Biomedical Vision-Language Processing October 4, 2022 | Benedikt Boecking Presented by the Microsoft Health Futures team at ECCV 2022 – Poster session #5 05:01
Publication Multiscale profiling of protease activity in cancer Ava P. Amini, Jesse D. Kirkpatrick, Cathy S. Wang, Alex M. Jaeger, Susan Su, Santiago Naranjo, Qian Zhong, Christina M. Cabana, Tyler Jacks, Sangeeta N. Bhatia Nature Communications | October 2022, Vol 13(1)
Publication Direct Molecular Conformation Generation Jinhua Zhu, Yingce Xia, Chang Liu, Lijun Wu, Shufang Xie, Yusong Wang, Tong Wang, Tao Qin, Wengang Zhou, Houqiang Liu, Haiguang Liu, Tie-Yan Liu Transactions on Machine Learning Research | October 2022
Publication Making the Most of Text Semantics to Improve Biomedical Vision-Language Processing Benedikt Boecking, Naoto Usuyama, Shruthi Bannur, Daniel Coelho de Castro, Anton Schwaighofer, Stephanie Hyland, Maria Teodora Wetscherek, Tristan Naumann, Aditya Nori, Javier Alvarez-Valle, Hoifung Poon, Ozan Oktay The European Conference on Computer Vision (ECCV) | October 2022 Video Download Download Project
Publication Machine Learning-based Derivation and External Validation of a Tool to Predict Death and Development of Organ Failure in Hospitalized Patients with COVID-19 Yixi Xu, Anusua Trivedi, Nicholas Becker, Marian Blazes, Juan M. Lavista Ferres, Dr. Aaron Lee, W Liles, Dr. Pavan Bhatraju Scientific Reports | October 2022 Project Project
Publication Protein structure generation via folding diffusion Kevin E. Wu, Kevin K. Yang, Rianne van den Berg, James Y. Zou, Alex X. Lu, Ava P. Amini arXiv | September 2022
Publication Preserving DNA in Biodegradable Organosilica Encapsulates Julian Koch, Ann-Christin Kerl, Natascha Schawalder, Anne M. Luescher, Bichlien Nguyen, Karin Strauss, Wendelin J. Stark, Robert N. Grass Langmuir | September 2022 Project
Publication Markov Field Models: scaling molecular kinetics approaches to large molecular machines Tim Hempel, Simon Olsson, Frank Noé September 2022
Publication Classification Performance Comparison of Deep Learning and Classical Data Mining Methods on RNA-Seq Dataset Merve Kasikci, Erdal Cosgun, Erdem Karabulut International Journal of Data Mining and Bioinformatics | September 2022