Shreyas Fadnavis

18 papers A* 2Journal 12Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Leverage-Weighted Conformal Prediction.
CoRR
Shreyas Fadnavis
2025 — conf
MEGAN: Mixture of Experts for Robust Uncertainty Estimation in Endoscopy Videos.
UNSURE@MICCAI
Damola Agbelese, Krishna Chaitanya, Pushpak Pati, Chaitanya Parmar, Pooya Mobadersany, Shreyas Fadnavis, Lindsey Surace, Shadi Yarandi, Louis Ghanem, Molly V. Lucas, Tommaso Mansi, Gabriela Oana Cula, Pablo F. Damasceno, Kristopher Standish
2025 J jnl
MEGAN: Mixture of Experts for Robust Uncertainty Estimation in Endoscopy Videos.
CoRR
Damola Agbelese, Krishna Chaitanya, Pushpak Pati, Chaitanya Parmar, Pooya Mobadersany, Shreyas Fadnavis, Lindsey Surace, Shadi Yarandi, Louis Ghanem, Molly V. Lucas, Tommaso Mansi, Gabriela Oana Cula, Pablo F. Damasceno, Kristopher Standish
2024 — conf
Arges: Spatio-Temporal Transformer for Ulcerative Colitis Severity Assessment in Endoscopy Videos.
MLMI@MICCAI (2)
Krishna Chaitanya, Pablo F. Damasceno, Shreyas Fadnavis, Pooya Mobadersany, Chaitanya Parmar, Emily Scherer, Natalia Zemlianskaia, Lindsey Surace, Louis Ghanem, Gabriela Oana Cula, Tommaso Mansi, Kristopher Standish
2024 J jnl
Arges: Spatio-Temporal Transformer for Ulcerative Colitis Severity Assessment in Endoscopy Videos.
CoRR
Krishna Chaitanya, Pablo F. Damasceno, Shreyas Fadnavis, Pooya Mobadersany, Chaitanya Parmar, Emily Scherer, Natalia Zemlianskaia, Lindsey Surace, Louis Ghanem, Gabriela Oana Cula, Tommaso Mansi, Kristopher Standish
2024 — conf
EchoFM: A View-Independent Echocardiogram Model for the Detection of Pulmonary Hypertension.
MICCAI (1)
Shreyas Fadnavis, Chaitanya Parmar, Nastaran Emaminejad, Alvaro Ulloa Cerna, Areez Malik, Mona Selej, Tommaso Mansi, Preston Dunnmon, Tarik Yardibi, Kristopher Standish, Pablo F. Damasceno
2024 — conf
Harnessing Temporal Information for Precise Frame-Level Predictions in Endoscopy Videos.
MICCAI (6)
Pooya Mobadersany, Chaitanya Parmar, Pablo F. Damasceno, Shreyas Fadnavis, Krishna Chaitanya, Shilong Li, Evan Schwab, Jaclyn Xiao, Lindsey Surace, Tommaso Mansi, Gabriela Oana Cula, Louis Ghanem, Kristopher Standish
2024 A* conf
Patch2Self2: Self-Supervised Denoising on Coresets via Matrix Sketching.
CVPR
Shreyas Fadnavis, Agniva Chowdhury, Joshua Batson, Petros Drineas, Eleftherios Garyfallidis
2023 J jnl
Denoising of diffusion MRI in the cervical spinal cord - effects of denoising strategy and acquisition on intra-cord contrast, signal modeling, and feature conspicuity.
NeuroImage
Kurt G. Schilling, Shreyas Fadnavis, Joshua Batson, Mereze Visagie, Anna J. E. Combes, Samantha By, Colin D. Mcknight, Francesca Bagnato, Eleftherios Garyfallidis, Bennett A. Landman, Seth A. Smith, Kristin P. O'Grady
2022 J jnl
EVC-Net: Multi-scale V-Net with Conditional Random Fields for Brain Extraction.
CoRR
Jong Sung Park, Shreyas Fadnavis, Eleftherios Garyfallidis
2022 J jnl
NUQ: A Noise Metric for Diffusion MRI via Uncertainty Discrepancy Quantification.
CoRR
Shreyas Fadnavis, Jens Sjölund, Anders Eklund, Eleftherios Garyfallidis
2022 J jnl
PainPoints: A Framework for Language-based Detection of Chronic Pain and Expert-Collaborative Text-Summarization.
CoRR
Shreyas Fadnavis, Amit Dhurandhar, Raquel Norel, Jenna M. Reinen, Carla Agurto, Erica Secchettin, Vittorio Schweiger, Giovanni Perini, Guillermo A. Cecchi
2021 J jnl
On the generalizability of diffusion MRI signal representations across acquisition parameters, sequences and tissue types: Chronicles of the MEMENTO challenge.
NeuroImage
Alberto De Luca, Andrada Ianus, Alexander Leemans, Marco Palombo, Noam Shemesh, Hui Zhang, Daniel C. Alexander, Markus Nilsson, Martijn Froeling, Geert Jan Biessels, Mauro Zucchelli, Matteo Frigo, Enes Albay, Sara Sedlar, Abib Alimi, Samuel Deslauriers-Gauthier, Rachid Deriche, Rutger Fick, Maryam Afzali, Tomasz Pieciak, Fabian Bogusz, Santiago Aja-Fernández, Evren Özarslan, Derek K. Jones, Haoze Chen, Mingwu Jin, Zhijie Zhang, Fengxiang Wang, Vishwesh Nath, Prasanna Parvathaneni, Jan Morez, Jan Sijbers, Ben Jeurissen, Shreyas Fadnavis, Stefan C. Endres, Ariel Rokem, Eleftherios Garyfallidis, Irina Sánchez, Vesna Prchkovska, Paulo Rodrigues, Bennett A. Landman, Kurt G. Schilling
2021 J jnl
Pandora: 4-D White Matter Bundle Population-Based Atlases Derived from Diffusion MRI Fiber Tractography.
Neuroinformatics
Colin B. Hansen, Qi Yang, Ilwoo Lyu, Francois Rheault, Cailey I. Kerley, Bramsh Qamar Chandio, Shreyas Fadnavis, Owen A. Williams, Andrea T. Shafer, Susan M. Resnick, David H. Zald, Laurie E. Cutting, Warren D. Taylor, Brian D. Boyd, Eleftherios Garyfallidis, Adam W. Anderson, Maxime Descoteaux, Bennett A. Landman, Kurt G. Schilling
2021 J jnl
ThetA - fast and robust clustering via a distance parameter.
CoRR
Eleftherios Garyfallidis, Shreyas Fadnavis, Jong Sung Park, Bramsh Qamar Chandio, Javier Guaje, Serge Koudoro, Nasim Anousheh
2020 J jnl
Patch2Self: Denoising Diffusion MRI with Self-Supervised Learning.
CoRR
Shreyas Fadnavis, Joshua Batson, Eleftherios Garyfallidis
2020 A* conf
Patch2Self: Denoising Diffusion MRI with Self-Supervised Learning​.
NeurIPS
Shreyas Fadnavis, Joshua Batson, Eleftherios Garyfallidis
2019 J jnl
Fitting IVIM with Variable Projection and Simplicial Optimization.
CoRR
Shreyas Fadnavis, Hamza Farooq, Maryam Afzali, Christophe Lenglet, Tryphon T. Georgiou, Hu Cheng, Sharlene D. Newman, Shahnawaz Ahmed, Rafael Neto Henriques, Eric Peterson, Serge Koudoro, Ariel Rokem, Eleftherios Garyfallidis