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Serge Assaad
Serge Assaad
Ph.D. Student, Duke University
duke.edu의 이메일 확인됨 - 홈페이지
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Weakly supervised instance learning for thyroid malignancy prediction from whole slide cytopathology images
D Dov, SZ Kovalsky, S Assaad, J Cohen, DE Range, AA Pendse, ...
Medical Image Analysis, 101814, 2020
262020
Counterfactual representation learning with balancing weights
S Assaad, S Zeng, C Tao, S Datta, N Mehta, R Henao, F Li, LC Duke
International Conference on Artificial Intelligence and Statistics, 1972-1980, 2021
172021
Enabling counterfactual survival analysis with balanced representations
P Chapfuwa, S Assaad, S Zeng, MJ Pencina, L Carin, R Henao
Proceedings of the Conference on Health, Inference, and Learning, 133-145, 2021
72021
Survival Analysis meets Counterfactual Inference.
P Chapfuwa, S Assaad, S Zeng, MJ Pencina, L Carin, R Henao
CoRR, 2020
32020
Double Robust Representation Learning for Counterfactual Prediction
S Zeng, S Assaad, C Tao, S Datta, L Carin, F Li
arXiv preprint arXiv:2010.07866, 2020
22020
Use of Machine Learning–Based Software for the Screening of Thyroid Cytopathology Whole Slide Images
D Dov, SZ Kovalsky, Q Feng, S Assaad, J Cohen, J Bell, R Henao, L Carin, ...
Archives of Pathology & Laboratory Medicine, 2021
12021
A Hybrid Human–Machine Learning Approach for Screening Prostate Biopsies Can Improve Clinical Efficiency Without Compromising Diagnostic Accuracy
D Dov, S Assaad, A Syedibrahim, J Bell, J Huang, J Madden, R Bentley, ...
Archives of Pathology & Laboratory Medicine, 2021
12021
Hölder Bounds for Sensitivity Analysis in Causal Reasoning
S Assaad, S Zeng, H Pfister, F Li, L Carin
Neglected Assumptions in Causal Inference Workshop, ICML, 2021
2021
Affinitention nets: kernel perspective on attention architectures for set classification with applications to medical text and images
D Dov, S Assaad, S Si, R Wang, H Xu, SZ Kovalsky, J Bell, DE Range, ...
Proceedings of the Conference on Health, Inference, and Learning, 14-24, 2021
2021
Development of a Food Image Recognition Algorithm Using Machine Learning
S Assaad, L Carin, AJ Viera
2020
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학술자료 1–10