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Serge Assaad
Serge Assaad
Research Scientist at Waymo
Verified email at google.com - Homepage
Title
Cited by
Cited by
Year
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
602020
Counterfactual representation learning with balancing weights
S Assaad, S Zeng, C Tao, S Datta, N Mehta, R Henao, F Li, L Carin
International Conference on Artificial Intelligence and Statistics, 1972-1980, 2021
572021
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
29*2021
VN-Transformer: Rotation-Equivariant Attention for Vector Neurons
S Assaad, C Downey, R Al-Rfou, N Nayakanti, B Sapp
Transactions on Machine Learning Research, 2023
112023
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 146 (7), 872-878, 2022
92022
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 146 (6), 727-734, 2022
72022
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
52020
Thyroid Cytopathology Cancer Diagnosis from Smartphone Images Using Machine Learning
S Assaad, D Dov, R Davis, S Kovalsky, WT Lee, R Kahmke, D Rocke, ...
Modern Pathology 36 (6), 100129, 2023
42023
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
22021
Hölder Bounds for Sensitivity Analysis in Causal Reasoning
S Assaad, S Zeng, H Pfister, F Li, L Carin
Neglected Assumptions in Causal Inference Workshop, International Conference …, 2021
12021
Principled Deep Learning for Healthcare Applications
S Assaad
Duke University, 2023
2023
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