Marcus A. Badgeley

15 papers B 2Journal 13

Year	Rank	Type	Title / Venue / Authors
2022	J	`jnl`	Continuous action deep reinforcement learning for propofol dosing during general anesthesia. Artif. Intell. Medicine Gabriel Schamberg, Marcus A. Badgeley, Benyamin Meschede-Krasa, Ohyoon Kwon, Emery N. Brown
2020	B	`conf`	Controlling Level of Unconsciousness by Titrating Propofol with Deep Reinforcement Learning. AIME Gabriel Schamberg, Marcus A. Badgeley, Emery N. Brown
2020	J	`jnl`	Controlling Level of Unconsciousness by Titrating Propofol with Deep Reinforcement Learning. CoRR Gabe Schamberg, Marcus A. Badgeley, Emery N. Brown
2020	B	`conf`	Heterogeneous Graph Embeddings of Electronic Health Records Improve Critical Care Disease Predictions. AIME Tingyi Wanyan, Martin Kang, Marcus A. Badgeley, Kipp W. Johnson, Jessica K. De Freitas, Fayzan F. Chaudhry, Akhil Vaid, Shan Zhao, Riccardo Miotto, Girish N. Nadkarni, Fei Wang, Justin F. Rousseau, Ariful Azad, Ying Ding, Benjamin S. Glicksberg
2020	J	`jnl`	Quantification of BERT Diagnosis Generalizability Across Medical Specialties Using Semantic Dataset Distance. CoRR Mihir P. Khambete, William Su, Juan Garcia, Joseph Lehar, Martin Kang, Marcus A. Badgeley
2019	J	`jnl`	CANDI: an R package and Shiny app for annotating radiographs and evaluating computer-aided diagnosis. Bioinform. Marcus A. Badgeley, Manway Liu, Benjamin S. Glicksberg, Mark M. Shervey, John R. Zech, Khader Shameer, Joseph Lehar, Eric K. Oermann, Michael V. McConnell, Thomas M. Snyder, Joel T. Dudley
2019	J	`jnl`	Deep learning predicts hip fracture using confounding patient and healthcare variables. npj Digit. Medicine Marcus A. Badgeley, John R. Zech, Luke Oakden-Rayner, Benjamin S. Glicksberg, Manway Liu, William Gale, Michael V. McConnell, Bethany Percha, Thomas M. Snyder, Joel T. Dudley
2019	J	`jnl`	PatientExploreR: an extensible application for dynamic visualization of patient clinical history from electronic health records in the OMOP common data model. Bioinform. Benjamin S. Glicksberg, Boris Oskotsky, Phyllis M. Thangaraj, Nicholas Giangreco, Marcus A. Badgeley, Kipp W. Johnson, Debajyoti Datta, Vivek A. Rudrapatna, Nadav Rappoport, Mark M. Shervey, Riccardo Miotto, Theodore C. Goldstein, Eugenia Rutenberg, Remi Frazier, Nelson Lee, Sharat Israni, Rick Larsen, Bethany Percha, Li Li, Joel T. Dudley, Nicholas P. Tatonetti, Atul J. Butte
2018	J	`jnl`	Confounding variables can degrade generalization performance of radiological deep learning models. CoRR John R. Zech, Marcus A. Badgeley, Manway Liu, Anthony B. Costa, Joseph J. Titano, Eric K. Oermann
2018	J	`jnl`	Deep Learning Predicts Hip Fracture using Confounding Patient and Healthcare Variables. CoRR Marcus A. Badgeley, John R. Zech, Luke Oakden-Rayner, Benjamin S. Glicksberg, Manway Liu, William Gale, Michael V. McConnell, Beth Percha, Thomas M. Snyder, Joel T. Dudley
2018	J	`jnl`	Systematic analyses of drugs and disease indications in RepurposeDB reveal pharmacological, biological and epidemiological factors influencing drug repositioning. Briefings Bioinform. Khader Shameer, Benjamin S. Glicksberg, Rachel Hodos, Kipp W. Johnson, Marcus A. Badgeley, Ben Readhead, Max S. Tomlinson, Timothy O'Connor, Riccardo Miotto, Brian A. Kidd, Rong Chen, Avi Ma'ayan, Joel T. Dudley
2017	J	`jnl`	Translational bioinformatics in the era of real-time biomedical, health care and wellness data streams. Briefings Bioinform. Khader Shameer, Marcus A. Badgeley, Riccardo Miotto, Benjamin S. Glicksberg, Joseph W. Morgan, Joel T. Dudley
2017	J	`jnl`	Wide and deep volumetric residual networks for volumetric image classification. CoRR Varun Arvind, Anthony B. Costa, Marcus A. Badgeley, Samuel K. Cho, Eric K. Oermann
2016	J	`jnl`	Comparative analyses of population-scale phenomic data in electronic medical records reveal race-specific disease networks. Bioinform. Benjamin S. Glicksberg, Li Li, Marcus A. Badgeley, Khader Shameer, Roman Kosoy, Noam D. Beckmann, Nam Pho, Jörg Hakenberg, Meng Ma, Kristin L. Ayers, Gabriel E. Hoffman, Shuyu Dan Li, Eric E. Schadt, Chirag J. Patel, Rong Chen, Joel T. Dudley
2015	J	`jnl`	Hybrid Bayesian-rank integration approach improves the predictive power of genomic dataset aggregation. Bioinform. Marcus A. Badgeley, Stuart C. Sealfon, Maria D. Chikina