M

Researcher Profile

Micah J. Sheller

0000-0002-6571-0850

3

Publications

1,422

Citations

10

Co-Authors

3

Active Years

Publications

Open Access Journal Article Patterns Jul 01, 2024

Privacy preservation for federated learning in health care

Sarthak Pati · Sourav Kumar · Amokh Varma · Brandon Edwards +10 more

10.1016/j.patter.2024.100974 131 citations

Open Access Journal Article Nature Machine Intelligence Jul 17, 2023

Federated benchmarking of medical artificial intelligence with MedPerf

Alexandros Karargyris · Renato Umeton · Micah J. Sheller · Alejandro Aristizabal +70 more

10.1038/s42256-023-00652-2 136 citations

Open Access Journal Article Scientific Reports Jul 28, 2020

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

Micah J. Sheller · Brandon Edwards · G. Anthony Reina · Jason Martin +7 more

10.1038/s41598-020-69250-1 1,155 citations

Publication Timeline

2024

1

2023

1

2020

1

Frequent Co-Authors

G. Anthony Reina

Brandon Edwards

Jayaraman J. Thiagarajan

Sreekar Reddy Puchala

Vijay Janapa Reddi

Vivek Natarajan