Sarthak Pati
Data Management Services (United States)(US)
Publications by Year
Research Areas
Radiomics and Machine Learning in Medical Imaging, AI in cancer detection, Glioma Diagnosis and Treatment, Brain Tumor Detection and Classification, Artificial Intelligence in Healthcare and Education
Most-Cited Works
- → The Image Biomarker Standardization Initiative: Standardized Quantitative Radiomics for High-Throughput Image-based Phenotyping(2020)3,653 cited
- → Federated learning in medicine: facilitating multi-institutional collaborations without sharing patient data(2020)1,275 cited
- → Federated learning enables big data for rare cancer boundary detection(2022)313 cited
- → Cancer imaging phenomics toolkit: quantitative imaging analytics for precision diagnostics and predictive modeling of clinical outcome(2018)206 cited
- → The Image Biomarker Standardization Initiative: Standardized Convolutional Filters for Reproducible Radiomics and Enhanced Clinical Insights(2024)185 cited
- → The University of Pennsylvania glioblastoma (UPenn-GBM) cohort: advanced MRI, clinical, genomics, & radiomics(2022)154 cited
- → ANHIR: Automatic Non-Rigid Histological Image Registration Challenge(2020)143 cited
- → Privacy preservation for federated learning in health care(2024)115 cited
- → OpenFL: the open federated learning library(2022)114 cited
- → Federated benchmarking of medical artificial intelligence with MedPerf(2023)112 cited