Sumit Mukherjee

机构：National Cancer Institute, Columbia University · ORCID：0000-0001-6532-3343

发表论文 86 篇 · 总被引 2831 次 · h-index 15

代表论文

• privGAN: Protecting GANs from membership inference attacks at low cost to utility (2021 · Proceedings on Privacy Enhancing Technologies · 被引 37)
• Reducing bias and increasing utility by federated generative modeling of medical images using a centralized adversary (2021 · 被引 31)
• Evaluation of a National Quality Improvement Collaborative for Improving Cancer Screening (2022 · JAMA Network Open · 被引 29)
• Assessment of differentially private synthetic data for utility and fairness in end-to-end machine learning pipelines for tabular data (2024 · PLoS ONE · 被引 26)
• Becoming Good at AI for Good (2021 · 被引 13)
• Machine learning across multiple imaging and biomarker modalities in the UK Biobank improves genetic discovery for liver fat accumulation (2024 · medRxiv · 被引 9)