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Yu Ma
Yu Ma
Operations Research Center,Massachusetts Institute of Technology
Verified email at mit.edu
Title
Cited by
Cited by
Year
Integrated multimodal artificial intelligence framework for healthcare applications
LR Soenksen, Y Ma, C Zeng, L Boussioux, K Villalobos Carballo, L Na, ...
NPJ digital medicine 5 (1), 149, 2022
762022
Using artificial intelligence to find the optimal margin width in hepatectomy for colorectal cancer liver metastases
D Bertsimas, GA Margonis, S Sujichantararat, T Boerner, Y Ma, J Wang, ...
JAMA surgery 157 (8), e221819-e221819, 2022
252022
Toward an Optimized Staging System for Pancreatic Ductal Adenocarcinoma: A Clinically Interpretable, Artificial Intelligence–Based Model
D Bertsimas, GA Margonis, Y Huang, N Andreatos, H Wiberg, Y Ma, ...
JCO Clinical Cancer Informatics 5, 1220-1231, 2021
62021
Exploration of numerical precision in deep neural networks
Z Li, Y Ma, C Vajiac, Y Zhang
SIAM Conference on Computational Science and Engineering, 2018
62018
TabText: A Flexible and Contextual Approach to Tabular Data Representation
KV Carballo, L Na, Y Ma, L Boussioux, C Zeng, LR Soenksen, ...
arXiv preprint arXiv:2206.10381, 2022
4*2022
Automated Segmentation of Sacral Chordoma and Surrounding Muscles Using Deep Learning Ensemble
L Boussioux, Y Ma, NK Thomas, D Bertsimas, N Shusharina, J Pursley, ...
International Journal of Radiation Oncology* Biology* Physics 117 (3), 738-749, 2023
22023
M3H: Multimodal Multitask Machine Learning for Healthcare
D Bertsimas, Y Ma
arXiv preprint arXiv:2404.18975, 2024
2024
Towards Stable Machine Learning Model Retraining via Slowly Varying Sequences
D Bertsimas, V Digalakis Jr, Y Ma, P Paschalidis
arXiv preprint arXiv:2403.19871, 2024
2024
Robust Regression over Averaged Uncertainty
D Bertsimas, Y Ma
arXiv preprint arXiv:2311.06960, 2023
2023
Personalized Breast Cancer Screening
D Bertsimas, Y Ma, O Nohadani
JCO Clinical Cancer Informatics 7, e2300026, 2023
2023
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