Bradley A. Fritz

16 papers A* 2Misc 2Journal 12
YearRankTypeTitle / Venue / Authors
2024 J jnl
Expanding Critical Care Delivery beyond the Intensive Care Unit: Determining the Design and Implementation Needs for a Tele-Critical Care Consultation Service.
Appl. Clin. Inform.
Joanna Abraham, Madhumitha Kandasamy, Bradley A. Fritz, Lisa Konzen, Jason White, Anne Drewry, Christopher Palmer
2024 J jnl
Multi-view representation learning for tabular data integration using inter-feature relationships.
J. Biomed. Informatics
Sandhya Tripathi, Bradley A. Fritz, Mohamed Abdelhack, Michael S. Avidan, Yixin Chen, Christopher Ryan King
2023 J jnl
A Modulation Layer to Increase Neural Network Robustness Against Data Quality Issues.
Trans. Mach. Learn. Res.
Mohamed Abdelhack, Jiaming Zhang, Sandhya Tripathi, Bradley A. Fritz, Daniel Felsky, Michael Avidan, Yi-Xin Chen, Christopher Ryan King
2023 J jnl
A Multi-View Joint Learning Framework for Embedding Clinical Codes and Text Using Graph Neural Networks.
CoRR
Lecheng Kong, Christopher Ryan King, Bradley A. Fritz, Yixin Chen
2023 J jnl
Time Associated Meta Learning for Clinical Prediction.
CoRR
Hao Liu, Muhan Zhang, Zehao Dong, Lecheng Kong, Yixin Chen, Bradley A. Fritz, Dacheng Tao, Christopher Ryan King
2022 J jnl
Algorithmic Bias in Machine Learning Based Delirium Prediction.
CoRR
Sandhya Tripathi, Bradley A. Fritz, Michael S. Avidan, Yixin Chen, Christopher Ryan King
2022 J jnl
Deep Learning to Jointly Schema Match, Impute, and Transform Databases.
CoRR
Sandhya Tripathi, Bradley A. Fritz, Mohamed Abdelhack, Michael S. Avidan, Yixin Chen, Christopher Ryan King
2022 A* conf
Perioperative Predictions with Interpretable Latent Representation.
KDD
Bing Xue, York Jiao, Thomas George Kannampallil, Bradley A. Fritz, Christopher Ryan King, Joanna Abraham, Michael Avidan, Chenyang Lu
2022 A* conf
Self-explaining Hierarchical Model for Intraoperative Time Series.
ICDM
Dingwen Li, Bing Xue, Christopher Ryan King, Bradley A. Fritz, Michael Avidan, Joanna Abraham, Chenyang Lu
2022 J jnl
Self-explaining Hierarchical Model for Intraoperative Time Series.
CoRR
Dingwen Li, Bing Xue, Christopher Ryan King, Bradley A. Fritz, Michael Avidan, Joanna Abraham, Chenyang Lu
2021 J jnl
A Modulation Layer to Increase Neural Network Robustness Against Data Quality Issues.
CoRR
Mohamed Abdelhack, Jiaming Zhang, Sandhya Tripathi, Bradley A. Fritz, Michael Avidan, Yixin Chen, Christopher Ryan King
2020 J jnl
(Un)fairness in Post-operative Complication Prediction Models.
CoRR
Sandhya Tripathi, Bradley A. Fritz, Mohamed Abdelhack, Michael S. Avidan, Yixin Chen, Christopher Ryan King
2020 Misc conf
Postoperative Mortality Prediction with and Without the Use of Intraoperative Features.
AMIA
Mohamed Abdelhack, Christopher Ryan King, Bradley A. Fritz, Sandhya Tripathi, Yixin Chen, Michael Avidan
2019 Misc conf
A Factored Generalized Additive Model for Clinical Decision Support in the Operating Room.
AMIA
Zhicheng Cui, Bradley A. Fritz, Christopher Ryan King, Michael Avidan, Yixin Chen
2019 J jnl
A Factored Generalized Additive Model for Clinical Decision Support in the Operating Room.
CoRR
Zhicheng Cui, Bradley A. Fritz, Christopher Ryan King, Michael S. Avidan, Yixin Chen
2019 J jnl
Protocol for the Effectiveness of an Anesthesiology Control Tower System in Improving Perioperative Quality Metrics and Clinical Outcomes: the TECTONICS randomized, pragmatic trial.
F1000Research
Christopher Ryan King, Joanna Abraham, Thomas George Kannampallil, Bradley A. Fritz, Arbi Ben Abdallah, Yixin Chen, Bernadette Henrichs, Mary C. Politi, Brian A. Torres, Angela Mickle, Thaddeus P. Budelier, Sherry McKinnon, Stephen Gregory, Sachin Kheterpal, Troy Wildes, Michael S. Avidan, TECTONICS Research Group