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Jiaming Zeng
Jiaming Zeng
在 google.com 的电子邮件经过验证 - 首页
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Interpretable classification models for recidivism prediction
J Zeng, B Ustun, C Rudin
Journal of the Royal Statistical Society Series A 180 (3), 689-722, 2017
3112017
Automated detection of rockfish in unconstrained underwater videos using haar cascades and a new image dataset: Labeled fishes in the wild
G Cutter, K Stierhoff, J Zeng
2015 IEEE Winter Applications and Computer Vision Workshops, 57-62, 2015
1042015
Write it like you see it: Detectable differences in clinical notes by race lead to differential model recommendations
H Adam, MY Yang, K Cato, I Baldini, C Senteio, LA Celi, J Zeng, M Singh, ...
Proceedings of the 2022 AAAI/ACM Conference on AI, Ethics, and Society, 7-21, 2022
382022
Uncovering interpretable potential confounders in electronic medical records
J Zeng, MF Gensheimer, DL Rubin, S Athey, RD Shachter
Nature communications 13 (1), 1014, 2022
352022
Natural language processing to identify cancer treatments with electronic medical records
J Zeng, I Banerjee, AS Henry, DJ Wood, RD Shachter, MF Gensheimer, ...
JCO Clinical Cancer Informatics 5, 379-393, 2021
332021
The relevance of Bayesian layer positioning to model uncertainty in deep Bayesian active learning
J Zeng, A Lesnikowski, JM Alvarez
Third workshop on Bayesian Deep Learning, NeurIPS 2018, 2018
292018
A probabilistic model to support radiologists’ classification decisions in mammography practice
J Zeng, F Gimenez, ES Burnside, DL Rubin, R Shachter
Medical Decision Making 39 (3), 208-216, 2019
62019
Downstream Fairness Caveats with Synthetic Healthcare Data
K Bhanot, I Baldini, D Wei, J Zeng, KP Bennett
Conference on Health, Inference, and Learning (CHIL), 2022
42022
Stress-Testing Bias Mitigation Algorithms to Understand Fairness Vulnerabilities
K Bhanot, I Baldini, D Wei, J Zeng, K Bennett
Proceedings of the 2023 AAAI/ACM Conference on AI, Ethics, and Society, 764-774, 2023
22023
Developing a machine learning tool for dynamic cancer treatment strategies
J Zeng
Proceedings of the AAAI Conference on Artificial Intelligence 34 (10), 13742 …, 2020
22020
Stress-testing Fairness Mitigation Techniques under Distribution Shift using Synthetic Data
K Bhanot, I Baldini, D Wei, J Zeng, K Bennett
Processings of the 2022 Knowledge Discovery in Databases (KDD), 2022
1*2022
Cancer treatment classification with electronic medical health records (student abstract)
J Zeng, I Banerjee, M Gensheimer, D Rubin
Proceedings of the AAAI Conference on Artificial Intelligence 34 (10), 13981 …, 2020
12020
Commissioning pencil beam scanning for pre-clinical ultra-high dose rate (UHDR) irradiations
J Saini, D Erickson, L Palmer, N Cao, C Bloch, T Wong, J Zeng, ...
International Journal of Particle Therapy 11, 100080, 2024
2024
Adaptation of a Clinical Proton Pencil Beam Scanning System for FLASH Experiments
DPJ Erickson, J Saini, N Cao, EC Ford, R Emery, M Kranz, PH Goff, ...
International Journal of Radiation Oncology, Biology, Physics 117 (2), e664, 2023
2023
FLASH vs. Conventional Dose Rate Proton Radiation in Mouse Abdomen
N Cao, DPJ Erickson, S Tan, D Argento, R Emery, M Kranz, R Rengan, ...
International Journal of Radiation Oncology, Biology, Physics 114 (3), e520, 2022
2022
Transition to Disease-Site Specific Chart Rounds: An Evaluation of Impact on Quality and Perceptions of Practitioners
P Zaki, MD Greer, MH Blau, EY Kim, S Apisarnthanarax, J Zeng, JN Kim, ...
International Journal of Radiation Oncology, Biology, Physics 114 (3), e474, 2022
2022
FLASH Mechanisms Track (Oral Presentations) MOUSE ABDOMEN RADIATION USING A 50 MEV PROTON BEAM: FLASH VS. CONVENTIONAL DOSE RATE
N Cao, D Erickson, S Tan, D Argento, R Emery, M Kranz, R Rengan, ...
Physica Medica 94, S10-S11, 2022
2022
Evaluating Fairness of Synthetic Healthcare Data Models
KPB K. Bhanot, I. Baldini, D. Wei, J. Zeng
AMIA Annual Symposium, 2022
2022
Perceptions of Disease-Site Specific Chart Rounds at an Academic Institution
P Zaki, MD Greer, MH Blau, EY Kim, S Apisarnthanarax, J Zeng, JN Kim, ...
International Journal of Radiation Oncology, Biology, Physics 111 (3), e505-e506, 2021
2021
Mining Electronic Medical Records for Cancer Treatment Decisions
J Zeng
Stanford University, 2021
2021
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