Search Results - "Durso-Finley, Joshua" :: K.UTB vyhledávací portál | TBU Library Retrieval Portal

Estimating individual treatment effect on disability progression in multiple sclerosis using deep learning

Estimating individual treatment effect on disability progression in multiple sclerosis using deep learning

by Falet, Jean-Pierre R., Durso-Finley, Joshua, Nichyporuk, Brennan, Schroeter, Julien, Bovis, Francesca, Sormani, Maria-Pia, Precup, Doina, Arbel, Tal, Arnold, Douglas Lorne
Published in Nature communications (26.09.2022)

Get full text

Journal Article

Current AI applications in neurology: Brain imaging

Current AI applications in neurology: Brain imaging

by Arbel, Tal, Durso-Finley, Joshua, Falet, Jean-Pierre, Mehta, Raghav, Arnold, Douglas, Pawlowski, Nick
Published in Journal of the neurological sciences (01.12.2023)

Get full text

Journal Article

Saliency Based Deep Neural Network for Automatic Detection of Gadolinium-Enhancing Multiple Sclerosis Lesions in Brain MRI

Saliency Based Deep Neural Network for Automatic Detection of Gadolinium-Enhancing Multiple Sclerosis Lesions in Brain MRI

by Durso-Finley, Joshua, Arnold, Douglas L., Arbel, Tal
Published in Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries (2020)

Get full text

Book Chapter

Probabilistic Temporal Prediction of Continuous Disease Trajectories and Treatment Effects Using Neural SDEs

Probabilistic Temporal Prediction of Continuous Disease Trajectories and Treatment Effects Using Neural SDEs

by Durso-Finley, Joshua, Barile, Berardino, Falet, Jean-Pierre, Arnold, Douglas L, Pawlowski, Nick, Arbel, Tal
Year of Publication 18.06.2024

Get full text

Journal Article

Improving Image-Based Precision Medicine with Uncertainty-Aware Causal Models

Improving Image-Based Precision Medicine with Uncertainty-Aware Causal Models

by Durso-Finley, Joshua, Falet, Jean-Pierre, Mehta, Raghav, Arnold, Douglas L, Pawlowski, Nick, Arbel, Tal
Year of Publication 05.05.2023

Get full text

Journal Article

Personalized Prediction of Future Lesion Activity and Treatment Effect in Multiple Sclerosis from Baseline MRI

Personalized Prediction of Future Lesion Activity and Treatment Effect in Multiple Sclerosis from Baseline MRI

by Durso-Finley, Joshua, Falet, Jean-Pierre R, Nichyporuk, Brennan, Arnold, Douglas L, Arbel, Tal
Year of Publication 01.04.2022

Get full text

Journal Article

Probabilistic Temporal Prediction of Continuous Disease Trajectories and Treatment Effects Using Neural SDEs

Probabilistic Temporal Prediction of Continuous Disease Trajectories and Treatment Effects Using Neural SDEs

by Durso-Finley, Joshua, Barile, Berardino, Falet, Jean-Pierre, Arnold, Douglas L, Pawlowski, Nick, Arbel, Tal
Published in arXiv.org (18.06.2024)

Get full text

Paper

Improving Image-Based Precision Medicine with Uncertainty-Aware Causal Models

Improving Image-Based Precision Medicine with Uncertainty-Aware Causal Models

by Durso-Finley, Joshua, Falet, Jean-Pierre, Mehta, Raghav, Arnold, Douglas L, Pawlowski, Nick, Arbel, Tal
Published in arXiv.org (10.08.2023)

Get full text

Paper

Personalized Prediction of Future Lesion Activity and Treatment Effect in Multiple Sclerosis from Baseline MRI

Personalized Prediction of Future Lesion Activity and Treatment Effect in Multiple Sclerosis from Baseline MRI

by Durso-Finley, Joshua, Falet, Jean-Pierre R, Brennan Nichyporuk, Arnold, Douglas L, Arbel, Tal
Published in arXiv.org (21.09.2022)

Get full text

Paper