Concepedia

Micah Sheller

MS

Statistics

Publications

14

Citations

2.8K

H-Index

11

Active since

2018

Affiliations

University of Pennsylvania(Current)

Intel (United States)

University of Zurich

Harvard University

Technical University of Munich

Micah Sheller is an author at University of Pennsylvania specializing in machine learning, computing, and federated learning.

Publications per year

2018–2025

14

Publications

14

Federated learning in medicine: facilitating multi-institutional collaborations without sharing patient data

Micah Sheller, Brandon Edwards, G. Anthony Reina et al. · Scientific Reports · 2020 · 1.4K citations · Full text

Computing, Biomedical Informatics, Health Informatics +14

Multi-institutional Deep Learning Modeling Without Sharing Patient Data: A Feasibility Study on Brain Tumor Segmentation

Micah Sheller, G. Anthony Reina, Brandon Edwards et al. · Lecture notes in computer science · 2019 · 536 citations

Computing, Biomedical Informatics, Computer Science +12

Federated learning enables big data for rare cancer boundary detection

Sarthak Pati, Ujjwal Baid, Brandon Edwards et al. · Nature Communications · 2022 · 340 citations · Full text

Computing, Computer Science, Oncology +13

Federated benchmarking of medical artificial intelligence with MedPerf

Alexandros Karargyris, Renato Umeton, Micah Sheller et al. · Nature Machine Intelligence · 2023 · 149 citations · Full text

Computing, Cloud Computing, Cloud Infrastructure +13

OpenFL: the open federated learning library

Patrick Foley, Micah Sheller, Brandon Edwards et al. · Physics in Medicine and Biology · 2022 · 122 citations · Full text

Computing, Computer Science, Data Management +14

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