Michael Avidan

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 13

Top Topics

Hierarchical Models

Clinical Decision Support

Physiological Signals

Top Venues

Int. J. Medical Informatics

Publications

Mohamed Abdelhack, Jiaming Zhang, Sandhya Tripathi, Bradley A. Fritz, Daniel Felsky, Michael Avidan, Yi-Xin Chen, Christopher Ryan King
A Modulation Layer to Increase Neural Network Robustness Against Data Quality Issues. Trans. Mach. Learn. Res. 2023 (2023)
Bing Xue, York Jiao, Thomas George Kannampallil, Bradley A. Fritz, Christopher King, Joanna Abraham, Michael Avidan, Chenyang Lu
Perioperative Predictions with Interpretable Latent Representation. KDD (2022)
Dingwen Li, Bing Xue, Christopher King, Bradley A. Fritz, Michael Avidan, Joanna Abraham, Chenyang Lu
Self-explaining Hierarchical Model for Intraoperative Time Series. CoRR (2022)
Dingwen Li, Bing Xue, Christopher R. King, Bradley A. Fritz, Michael Avidan, Joanna Abraham, Chenyang Lu
Self-explaining Hierarchical Model for Intraoperative Time Series. ICDM (2022)
Joanna Abraham, Alicia Meng, Katherine J. Holzer, Luke Brawer, Aparna Casarella, Michael Avidan, Mary C. Politi
Exploring patient perspectives on telemedicine monitoring within the operating room. Int. J. Medical Informatics 156 (2021)
Ruixuan Dai, Chenyang Lu, Michael Avidan, Thomas George Kannampallil
RespWatch: Robust Measurement of Respiratory Rate on Smartwatches with Photoplethysmography. IoTDI (2021)
Ruixuan Dai, Chenyang Lu, Linda Yun, Eric Lenze, Michael Avidan, Thomas George Kannampallil
Comparing stress prediction models using smartwatch physiological signals and participant self-reports. Comput. Methods Programs Biomed. 208 (2021)
Joanna Abraham, Alicia Meng, Carrie Sona, Troy Wildes, Michael Avidan, Thomas George Kannampallil
An observational study of postoperative handoff standardization failures. Int. J. Medical Informatics 151 (2021)
Mohamed Abdelhack, Jiaming Zhang, Sandhya Tripathi, Bradley A. Fritz, Michael Avidan, Yixin Chen, Christopher R. King
A Modulation Layer to Increase Neural Network Robustness Against Data Quality Issues. CoRR (2021)
Mohamed Abdelhack, Christopher R. King, Bradley A. Fritz, Sandhya Tripathi, Yixin Chen, Michael Avidan
Postoperative Mortality Prediction with and Without the Use of Intraoperative Features. AMIA (2020)
Muhan Zhang, Christopher R. King, Michael Avidan, Yixin Chen
Hierarchical Attention Propagation for Healthcare Representation Learning. KDD (2020)
Zhicheng Cui, Bradley A. Fritz, Christopher R. King, Michael Avidan, Yixin Chen
A Factored Generalized Additive Model for Clinical Decision Support in the Operating Room. AMIA (2019)
Haishuai Wang, Zhicheng Cui, Yixin Chen, Michael Avidan, Arbi Ben Abdallah, Alexander Kronzer
Predicting Hospital Readmission via Cost-Sensitive Deep Learning. IEEE ACM Trans. Comput. Biol. Bioinform. 15 (6) (2018)