Shreyas Fadnavis

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 10

Top Topics

Conditional Random Fields

Top Venues

Neuroinformatics

Publications

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 (2023)
Jong Sung Park, Shreyas Fadnavis, Eleftherios Garyfallidis
EVC-Net: Multi-scale V-Net with Conditional Random Fields for Brain Extraction. CoRR (2022)
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 (2022)
Shreyas Fadnavis, Jens Sjölund, Anders Eklund, Eleftherios Garyfallidis
NUQ: A Noise Metric for Diffusion MRI via Uncertainty Discrepancy Quantification. CoRR (2022)
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 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 (2021)
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) (2021)
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 (2021)
Shreyas Fadnavis, Joshua Batson, Eleftherios Garyfallidis
Patch2Self: Denoising Diffusion MRI with Self-Supervised Learning. NeurIPS (2020)
Shreyas Fadnavis, Joshua Batson, Eleftherios Garyfallidis
Patch2Self: Denoising Diffusion MRI with Self-Supervised Learning. CoRR (2020)
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 (2019)