Bradley A. Fritz

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 16

Top Topics

Clinical Decision Support

Computer Assisted

Top Venues

Publications

Joanna Abraham, Madhumitha Kandasamy, Bradley A. Fritz, Lisa Konzen, Jason White, Anne Drewry, Christopher Palmer
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. 15 (1) (2024)
Sandhya Tripathi, Bradley A. Fritz, Mohamed Abdelhack, Michael S. Avidan, Yixin Chen, Christopher Ryan King
Multi-view representation learning for tabular data integration using inter-feature relationships. J. Biomed. Informatics 151 (2024)
Lecheng Kong, Christopher R. King, Bradley A. Fritz, Yixin Chen
A Multi-View Joint Learning Framework for Embedding Clinical Codes and Text Using Graph Neural Networks. CoRR (2023)
Hao Liu, Muhan Zhang, Zehao Dong, Lecheng Kong, Yixin Chen, Bradley A. Fritz, Dacheng Tao, Christopher R. King
Time Associated Meta Learning for Clinical Prediction. CoRR (2023)
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)
Sandhya Tripathi, Bradley A. Fritz, Michael S. Avidan, Yixin Chen, Christopher R. King
Algorithmic Bias in Machine Learning Based Delirium Prediction. CoRR (2022)
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)
Sandhya Tripathi, Bradley A. Fritz, Mohamed Abdelhack, Michael S. Avidan, Yixin Chen, Christopher R. King
Deep Learning to Jointly Schema Match, Impute, and Transform Databases. CoRR (2022)
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)
Sandhya Tripathi, Bradley A. Fritz, Mohamed Abdelhack, Michael S. Avidan, Yixin Chen, Christopher R. King
(Un)fairness in Post-operative Complication Prediction Models. CoRR (2020)
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
Protocol for the Effectiveness of an Anesthesiology Control Tower System in Improving Perioperative Quality Metrics and Clinical Outcomes: the TECTONICS randomized, pragmatic trial. F1000Research 8 (2019)
Zhicheng Cui, Bradley A. Fritz, Christopher R. King, Michael S. Avidan, Yixin Chen
A Factored Generalized Additive Model for Clinical Decision Support in the Operating Room. CoRR (2019)
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)