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Sumit Chopra

DIMCIM: A Quantitative Evaluation Framework for Default-mode Diversity and Generalization in Text-to-Image Generative Models

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Jun 05, 2025
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A Trust-Guided Approach to MR Image Reconstruction with Side Information

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Jan 06, 2025
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HIST-AID: Leveraging Historical Patient Reports for Enhanced Multi-Modal Automatic Diagnosis

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Nov 16, 2024
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Fine-Tuning In-House Large Language Models to Infer Differential Diagnosis from Radiology Reports

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Oct 11, 2024
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BURExtract-Llama: An LLM for Clinical Concept Extraction in Breast Ultrasound Reports

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Aug 21, 2024
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A training regime to learn unified representations from complementary breast imaging modalities

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Aug 16, 2024
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Adaptive Sampling of k-Space in Magnetic Resonance for Rapid Pathology Prediction

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Jun 06, 2024
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A Framework for Multi-modal Learning: Jointly Modeling Inter- & Intra-Modality Dependencies

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May 27, 2024
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On Sensitivity and Robustness of Normalization Schemes to Input Distribution Shifts in Automatic MR Image Diagnosis

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Jun 23, 2023
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FastMRI Prostate: A Publicly Available, Biparametric MRI Dataset to Advance Machine Learning for Prostate Cancer Imaging

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Apr 18, 2023
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