Adway Kanhere

Publication Activity (10 Years)

Years Active: 2022-2023
Publications (10 Years): 6

Top Topics

Inductive Inference

Chest Radiographs

Image Classification

Medical Imaging

Top Venues

Publications

Pranav Kulkarni, Sean Garin, Adway Kanhere, Eliot Siegel, Paul H. Yi, Vishwa S. Parekh
High-Throughput AI Inference for Medical Image Classification and Segmentation using Intelligent Streaming. CoRR (2023)
Pranav Kulkarni, Adway Kanhere, Paul H. Yi, Vishwa S. Parekh
Text2Cohort: Democratizing the NCI Imaging Data Commons with Natural Language Cohort Discovery. CoRR (2023)
Pranav Kulkarni, Adway Kanhere, Paul H. Yi, Vishwa S. Parekh
Surgical Aggregation: A Federated Learning Framework for Harmonizing Distributed Datasets with Diverse Tasks. CoRR (2023)
Pranav Kulkarni, Adway Kanhere, Eliot Siegel, Paul H. Yi, Vishwa S. Parekh
One Copy Is All You Need: Resource-Efficient Streaming of Medical Imaging Data at Scale. CoRR (2023)
Pranav Kulkarni, Adway Kanhere, Paul H. Yi, Vishwa S. Parekh
Optimizing Federated Learning for Medical Image Classification on Distributed Non-iid Datasets with Partial Labels. CoRR (2023)
Pranav Kulkarni, Adway Kanhere, Paul H. Yi, Vishwa S. Parekh
From Competition to Collaboration: Making Toy Datasets on Kaggle Clinically Useful for Chest X-Ray Diagnosis Using Federated Learning. CoRR (2022)