Sarthak Pati

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

2020 · 1.260 Zit. · Scientific Reports

OpenFL: the open federated learning library

2022 · 114 Zit. · Physics in Medicine and Biology

Privacy preservation for federated learning in health care

2024 · 113 Zit. · Patterns

Federated benchmarking of medical artificial intelligence with MedPerf

2023 · 110 Zit. · Nature Machine Intelligence

OpenFL: An open-source framework for Federated Learning

2021 · 58 Zit. · arXiv (Cornell University)

The Federated Tumor Segmentation (FeTS) Challenge

2021 · 42 Zit. · arXiv (Cornell University)

Biomedical image analysis competitions: The state of current participation practice

2022 · 17 Zit. · arXiv (Cornell University)

GaNDLF: A Generally Nuanced Deep Learning Framework for Scalable End-to-End Clinical Workflows in Medical Imaging

2021 · 10 Zit. · Edinburgh Research Explorer

NIMG-32. THE FEDERATED TUMOR SEGMENTATION (FETS) INITIATIVE: THE FIRST REAL-WORLD LARGE-SCALE DATA-PRIVATE COLLABORATION FOCUSING ON NEURO-ONCOLOGY

2021 · 7 Zit. · Neuro-Oncology

Towards fair decentralized benchmarking of healthcare AI algorithms with the Federated Tumor Segmentation (FeTS) challenge

2025 · 3 Zit. · Nature Communications

Inclusive Federated Learning for Healthcare Collaboration: Development and Evaluation of a Compliance-Aware Differential Privacy Framework (Preprint)

2025 · 0 Zit.

The Image Biomarker Standardization Initiative: Standardized convolutional filters for quantitative radiomics Authors and affiliations

2023 · 0 Zit. · SPIRE - Sciences Po Institutional REpository

GaNDLF-Synth: A Framework to Democratize Generative AI for (Bio)Medical Imaging

2024 · 0 Zit. · arXiv (Cornell University)