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Journal Articles
- 2024
[j3]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): 178-191 (2024)- [j2]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: 104602 (2024) - 2023
- [j1]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)
Conference and Workshop Papers
- 2022
- [c4]Dingwen Li, Bing Xue, Christopher Ryan King, Bradley A. Fritz, Michael Avidan, Joanna Abraham, Chenyang Lu:
Self-explaining Hierarchical Model for Intraoperative Time Series. ICDM 2022: 1041-1046 - [c3]Bing Xue, York Jiao, Thomas George Kannampallil, Bradley A. Fritz, Christopher Ryan King, Joanna Abraham, Michael Avidan, Chenyang Lu:
Perioperative Predictions with Interpretable Latent Representation. KDD 2022: 4268-4278 - 2020
- [c2]Mohamed Abdelhack, Christopher Ryan King, Bradley A. Fritz, Sandhya Tripathi, Yixin Chen, Michael Avidan:
Postoperative Mortality Prediction with and Without the Use of Intraoperative Features. AMIA 2020 - 2019
- [c1]Zhicheng Cui, Bradley A. Fritz, Christopher Ryan King, Michael Avidan, Yixin Chen:
A Factored Generalized Additive Model for Clinical Decision Support in the Operating Room. AMIA 2019
Informal and Other Publications
- 2023
- [i9]Lecheng Kong, Christopher Ryan King, Bradley A. Fritz, Yixin Chen:
A Multi-View Joint Learning Framework for Embedding Clinical Codes and Text Using Graph Neural Networks. CoRR abs/2301.11608 (2023) - [i8]Hao Liu, Muhan Zhang, Zehao Dong, Lecheng Kong, Yixin Chen, Bradley A. Fritz, Dacheng Tao, Christopher Ryan King:
Time Associated Meta Learning for Clinical Prediction. CoRR abs/2303.02570 (2023) - 2022
- [i7]Sandhya Tripathi, Bradley A. Fritz, Mohamed Abdelhack, Michael S. Avidan, Yixin Chen, Christopher Ryan King:
Deep Learning to Jointly Schema Match, Impute, and Transform Databases. CoRR abs/2207.03536 (2022) - [i6]Dingwen Li, Bing Xue, Christopher Ryan King, Bradley A. Fritz, Michael Avidan, Joanna Abraham, Chenyang Lu:
Self-explaining Hierarchical Model for Intraoperative Time Series. CoRR abs/2210.04417 (2022) - [i5]Sandhya Tripathi, Bradley A. Fritz, Michael S. Avidan, Yixin Chen, Christopher Ryan King:
Algorithmic Bias in Machine Learning Based Delirium Prediction. CoRR abs/2211.04442 (2022) - 2021
- [i4]Mohamed Abdelhack, Jiaming Zhang, Sandhya Tripathi, Bradley A. Fritz, Michael Avidan, Yixin Chen, Christopher Ryan King:
A Modulation Layer to Increase Neural Network Robustness Against Data Quality Issues. CoRR abs/2107.08574 (2021) - 2020
- [i3]Sandhya Tripathi, Bradley A. Fritz, Mohamed Abdelhack, Michael S. Avidan, Yixin Chen, Christopher Ryan King:
(Un)fairness in Post-operative Complication Prediction Models. CoRR abs/2011.02036 (2020) - 2019
- [i2]Zhicheng Cui, Bradley A. Fritz, Christopher Ryan King, Michael S. Avidan, Yixin Chen:
A Factored Generalized Additive Model for Clinical Decision Support in the Operating Room. CoRR abs/1907.12596 (2019) - [i1]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: 2032 (2019)
Coauthor Index
aka: Michael S. Avidan
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