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ORCIDShreyas Fadnavis
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2020 – today
- 2024
[c5]Shreyas Fadnavis, Agniva Chowdhury, Joshua Batson, Petros Drineas, Eleftherios Garyfallidis:
Patch2Self2: Self-Supervised Denoising on Coresets via Matrix Sketching. CVPR 2024: 27631-27641- [c4]Shreyas Fadnavis, Chaitanya Parmar, Nastaran Emaminejad, Alvaro Ulloa Cerna, Areez Malik, Mona Selej, Tommaso Mansi, Preston Dunnmon, Tarik Yardibi, Kristopher Standish, Pablo F. Damasceno:
EchoFM: A View-Independent Echocardiogram Model for the Detection of Pulmonary Hypertension. MICCAI (1) 2024: 253-263 - [c3]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:
Harnessing Temporal Information for Precise Frame-Level Predictions in Endoscopy Videos. MICCAI (6) 2024: 295-305 - [c2]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:
Arges: Spatio-Temporal Transformer for Ulcerative Colitis Severity Assessment in Endoscopy Videos. MLMI@MICCAI (2) 2024: 201-211 - [i7]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:
Arges: Spatio-Temporal Transformer for Ulcerative Colitis Severity Assessment in Endoscopy Videos. CoRR abs/2410.00536 (2024) - 2023
- [j3]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:
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 266: 119826 (2023) - 2022
- [i6]Shreyas Fadnavis, Jens Sjölund, Anders Eklund, Eleftherios Garyfallidis:
NUQ: A Noise Metric for Diffusion MRI via Uncertainty Discrepancy Quantification. CoRR abs/2203.01921 (2022) - [i5]Jong Sung Park, Shreyas Fadnavis, Eleftherios Garyfallidis:
EVC-Net: Multi-scale V-Net with Conditional Random Fields for Brain Extraction. CoRR abs/2206.02837 (2022) - [i4]Shreyas Fadnavis, Amit Dhurandhar, Raquel Norel, Jenna M. Reinen, Carla Agurto, Erica Secchettin, Vittorio Schweiger, Giovanni Perini, Guillermo A. Cecchi:
PainPoints: A Framework for Language-based Detection of Chronic Pain and Expert-Collaborative Text-Summarization. CoRR abs/2209.09814 (2022) - 2021
- [j2]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:
On the generalizability of diffusion MRI signal representations across acquisition parameters, sequences and tissue types: Chronicles of the MEMENTO challenge. NeuroImage 240: 118367 (2021) - [j1]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:
Pandora: 4-D White Matter Bundle Population-Based Atlases Derived from Diffusion MRI Fiber Tractography. Neuroinformatics 19(3): 447-460 (2021) - [i3]Eleftherios Garyfallidis, Shreyas Fadnavis, Jong Sung Park, Bramsh Qamar Chandio, Javier Guaje, Serge Koudoro, Nasim Anousheh:
ThetA - fast and robust clustering via a distance parameter. CoRR abs/2102.07028 (2021) - 2020
- [c1]Shreyas Fadnavis, Joshua Batson, Eleftherios Garyfallidis:
Patch2Self: Denoising Diffusion MRI with Self-Supervised Learning. NeurIPS 2020 - [i2]Shreyas Fadnavis, Joshua Batson, Eleftherios Garyfallidis:
Patch2Self: Denoising Diffusion MRI with Self-Supervised Learning. CoRR abs/2011.01355 (2020)
2010 – 2019
- 2019
- [i1]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:
Fitting IVIM with Variable Projection and Simplicial Optimization. CoRR abs/1910.00095 (2019)
Coauthor Index
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