Shreyas Fadnavis

4 papers · 2020–2024 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🚀 Conference Pioneer

Venues

MICCAI (2) CVPR (1) NeurIPS (1)

Top co-authors

Tommaso Mansi (2) Chaitanya Parmar (2) Joshua Batson (2) Kristopher Standish (2) Eleftherios Garyfallidis (2) Pablo F. Damasceno (2) Nastaran Emaminejad (1) Gabriela Oana Cula (1) Jaclyn Xiao (1) Preston Dunnmon (1)

Research topics

Computer Vision (2) Deep Learning (2) Healthcare & Medicine (2) Machine Learning (2) Learning Types · Machine Learning (2) Learning Types · Deep Learning (2) Processing (2) Clinical (1) Core Methods (1) Domain-Specific (1) Optimization & Theory (1) Research (1)

Keywords

diffusion mri (2) self-supervised learning (1) medical imaging (1) image denoising (1) matrix sketching (1) leverage score (1) self-supervised denoising (1) microstructure modeling (1) fiber tracking (1) image restoration (1) white matter (1)

Papers

EchoFM: A View-Independent Echocardiogram Model for the Detection of Pulmonary Hypertension MICCAI 2024 Harnessing Temporal Information for Precise Frame-Level Predictions in Endoscopy Videos MICCAI 2024 Patch2Self2: Self-supervised Denoising on Coresets via Matrix Sketching CVPR 2024 Patch2Self: Denoising Diffusion MRI with Self-Supervised Learning NeurIPS 2020