Scholar
Sarthak Pati
Google Scholar ID: lL5jPysAAAAJ
MLCommons
Citations & Impact
Citations
9,652
H-index
32
i10-index
50
Publications
20
Co-authors
0
Publications
Resume (English only)
Academic Achievements
- 1. Published a research paper on GaNDLF in Communications Engineering.
- 2. Published a research paper on using federated learning for rare cancer boundary detection in Nature Communications.
- 3. New publication at Computers in Biology and Medicine in July 2025.
- 4. New publication at Journal of Imaging Informatics in Medicine in June 2025.
- 5. The Comprehensive Federated Learning Tutorial has been accepted at MICCAI 2025 in March 2025.
- 6. New publication at NeuroImage in February 2025.
Research Experience
- Served as a researcher in multiple fields, participating in several significant research projects such as GaNDLF, FL-PoST, etc.
Background
- Solutions provider & Researcher specializing in AI and Machine Learning across multiple domains, and Vice Chair for Algorithm Development and Benchmarking at the Medical AI Group of MLCommons working on designing solutions for privacy-focused AI in Healthcare. I believe open software fosters better science, and thus have been involved in multiple open-source projects and their associated research studies. I am currently focusing my efforts on the following: Federated Learning for Postoperative Segmentation of Treated glioblastoma (FL-PoST), Generally Nuanced Deep Learning Framework (GaNDLF), MedPerf, Open Federated Learning (OpenFL).
Miscellany
- Believes that open-source software can promote better science, and is dedicated to creating and maintaining as many Anaconda recipes as possible to maximize the reproducibility and scientific impact of open-source software.
Co-authors