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Pranav Kulkarni

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Hidden in Plain Sight: Undetectable Adversarial Bias Attacks on Vulnerable Patient Populations

Feb 08, 2024
Pranav Kulkarni, Andrew Chan, Nithya Navarathna, Skylar Chan, Paul H. Yi, Vishwa S. Parekh

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One Copy Is All You Need: Resource-Efficient Streaming of Medical Imaging Data at Scale

Jul 01, 2023
Pranav Kulkarni, Adway Kanhere, Eliot Siegel, Paul H. Yi, Vishwa S. Parekh

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High-Throughput AI Inference for Medical Image Classification and Segmentation using Intelligent Streaming

May 24, 2023
Pranav Kulkarni, Sean Garin, Adway Kanhere, Eliot Siegel, Paul H. Yi, Vishwa S. Parekh

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Text2Cohort: Democratizing the NCI Imaging Data Commons with Natural Language Cohort Discovery

May 16, 2023
Pranav Kulkarni, Adway Kanhere, Paul H. Yi, Vishwa S. Parekh

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Optimizing Federated Learning for Medical Image Classification on Distributed Non-iid Datasets with Partial Labels

Mar 10, 2023
Pranav Kulkarni, Adway Kanhere, Paul H. Yi, Vishwa S. Parekh

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Exploring Semantic Perturbations on Grover

Feb 01, 2023
Pranav Kulkarni, Ziqing Ji, Yan Xu, Marko Neskovic, Kevin Nolan

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SegViz: A Federated Learning Framework for Medical Image Segmentation from Distributed Datasets with Different and Incomplete Annotations

Jan 17, 2023
Adway U. Kanhere, Pranav Kulkarni, Paul H. Yi, Vishwa S. Parekh

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Surgical Aggregation: A Federated Learning Framework for Harmonizing Distributed Datasets with Diverse Tasks

Jan 17, 2023
Pranav Kulkarni, Adway Kanhere, Paul H. Yi, Vishwa S. Parekh

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From Competition to Collaboration: Making Toy Datasets on Kaggle Clinically Useful for Chest X-Ray Diagnosis Using Federated Learning

Nov 11, 2022
Pranav Kulkarni, Adway Kanhere, Paul H. Yi, Vishwa S. Parekh

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