Reading Race: AI Recognises Patient's Racial Identity In Medical Images I Banerjee, AR Bhimireddy, JL Burns, LA Celi, LC Chen, R Correa, ... arXiv preprint arXiv:2107.10356, 2021 | 28 | 2021 |
An empirical framework for domain generalization in clinical settings H Zhang, N Dullerud, L Seyyed-Kalantari, Q Morris, S Joshi, M Ghassemi Proceedings of the Conference on Health, Inference, and Learning, 279-290, 2021 | 23 | 2021 |
Capc learning: Confidential and private collaborative learning CA Choquette-Choo, N Dullerud, A Dziedzic, Y Zhang, S Jha, N Papernot, ... arXiv preprint arXiv:2102.05188, 2021 | 15 | 2021 |
Proof-of-learning: Definitions and practice H Jia, M Yaghini, CA Choquette-Choo, N Dullerud, A Thudi, ... 2021 IEEE Symposium on Security and Privacy (SP), 1039-1056, 2021 | 14 | 2021 |
Can you fake it until you make it? impacts of differentially private synthetic data on downstream classification fairness V Cheng, VM Suriyakumar, N Dullerud, S Joshi, M Ghassemi Proceedings of the 2021 ACM Conference on Fairness, Accountability, and …, 2021 | 14 | 2021 |
AI recognition of patient race in medical imaging: a modelling study JW Gichoya, I Banerjee, AR Bhimireddy, JL Burns, LA Celi, LC Chen, ... The Lancet Digital Health, 2022 | 5 | 2022 |
CAR T cell therapy drives endogenous locoregional T cell dynamics in a responding patient with glioblastoma VD Jonsson, R Ng, N Dullerud, RA Wong, J Hibbard, D Wang, B Aguilar, ... bioRxiv, 2021 | 3 | 2021 |
Is fairness only metric deep? evaluating and addressing subgroup gaps in deep metric learning N Dullerud, K Roth, K Hamidieh, N Papernot, M Ghassemi arXiv preprint arXiv:2203.12748, 2022 | 2 | 2022 |
Improving the Fairness of Chest X-ray Classifiers H Zhang, N Dullerud, K Roth, L Oakden-Rayner, S Pfohl, M Ghassemi Conference on Health, Inference, and Learning, 204-233, 2022 | 1 | 2022 |
CAR T cell therapy reshapes the tumor microenvironment to promote host antitumor immune repsonses in glioblastoma CE Brown, D Alizadeh, V Jonsson, J Hibbard, S Yahn, RA Wong, X Yang, ... Cancer Research 81 (13_Supplement), 59-59, 2021 | 1 | 2021 |
Private Multi-Winner Voting For Machine Learning A Dziedzic, CA Choquette-Choo, N Dullerud, VM Suriyakumar, ... | | 2021 |
Cellular Immunotherapy Treatment Scheduling to Address Antigen Escape N Dullerud, VD Jonsson 2020 59th IEEE Conference on Decision and Control (CDC), 4634-4639, 2020 | | 2020 |
Can You Fake It Until You Make It? V Cheng, VM Suriyakumar, N Dullerud, S Joshi, M Ghassemi | | |