no code implementations • 14 Sep 2022 • Shreyas Fadnavis, Amit Dhurandhar, Raquel Norel, Jenna M Reinen, Carla Agurto, Erica Secchettin, Vittorio Schweiger, Giovanni Perini, Guillermo Cecchi
Chronic pain is a pervasive disorder which is often very disabling and is associated with comorbidities such as depression and anxiety.
1 code implementation • 6 Jun 2022 • Jong Sung Park, Shreyas Fadnavis, Eleftherios Garyfallidis
Although multiple solutions have been proposed in the literature, we are still far from having truly robust methods.
no code implementations • 3 Mar 2022 • Shreyas Fadnavis, Jens Sjölund, Anders Eklund, Eleftherios Garyfallidis
However, it is hard to estimate the impact of noise on downstream tasks based only on such qualitative assessments.
no code implementations • 13 Feb 2021 • Eleftherios Garyfallidis, Shreyas Fadnavis, Jong Sung Park, Bramsh Qamar Chandio, Javier Guaje, Serge Koudoro, Nasim Anousheh
Clustering is a fundamental problem in machine learning where distance-based approaches have dominated the field for many decades.
1 code implementation • NeurIPS 2020 • Shreyas Fadnavis, Joshua Batson, Eleftherios Garyfallidis
Diffusion-weighted magnetic resonance imaging (DWI) is the only non-invasive method for quantifying microstructure and reconstructing white-matter pathways in the living human brain.
1 code implementation • 2 Nov 2020 • Shreyas Fadnavis, Joshua Batson, Eleftherios Garyfallidis
Diffusion-weighted magnetic resonance imaging (DWI) is the only noninvasive method for quantifying microstructure and reconstructing white-matter pathways in the living human brain.
no code implementations • 27 Sep 2019 • Shreyas Fadnavis, Hamza Farooq, Maryam Afzali, Christoph Lenglet, Tryphon Georgiou, Hu Cheng, Sharlene Newman, Shahnawaz Ahmed, Rafael Neto Henriques, Eric Peterson, Serge Koudoro, Ariel Rokem, Eleftherios Garyfallidis
Fitting multi-exponential models to Diffusion MRI (dMRI) data has always been challenging due to various underlying complexities.