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Colm McDonald

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7 papers 91 citations h-index 1 2019–2025

Contrastive Learning with Continuous Proxy Meta-Data for 3D MRI Classification

Benoit Dufumier, Pietro Gori, Julie Victor, Antoine Grigis, Michel Wessa, Paolo Brambilla
+5 more show fewer
Pauline Favre, Mircea Polosan, Colm McDonald, Camille Marie Piguet, Edouard Duchesnay

Traditional supervised learning with deep neural networks requires a tremendous amount of labelled data to converge to a good solution. For 3D medical images, it is often impractical to build a...

91 citations 2021-06 MICCAI 2021

Along-Tract Mapping of White Matter Microstructural Abnormalities in Bipolar Disorder using Diffusion MRI

Leila Nabulsi, Bramsh Qamar Chandio, Melody JY Kang, Yanghee Im, Genevieve McPhilemy, Fiona M. Martyn
+26 more show fewer
Gloria M. P. Roberts, Brian Hallahan, Udo Dannlowski, Tiana Borgers, Susanne Meinert, Jonathan Repple, Elisabeth J. Leehr, Dominik Grotegerd, Tim Hahn, Tilo Kircher, Lea Teutenberg, Benjamin Straube, Olaf Steinsträter, Frederike Stein, Florian Thomas-Odenthal, Nina Alexander, Paula Usemann, Andreas Jansen, Bartholomeus C. M. Haarman, Philip B. Mitchell, Colm McDonald, Dara M. Cannon, Sophia I. Thomopoulos, Ole A. Andreassen, Christopher R. K. Ching, Paul M. Thompson
2025-01 SIPAIM

Multi-Site Statistical Mapping of Along-Tract Microstructural Abnormalities in Bipolar Disorder with Diffusion MRI Tractometry

Leila Nabulsi, Bramsh Qamar Chandio, Genevieve McPhilemy, Fiona M. Martyn, Gloria M. P. Roberts, Brian Hallahan
+9 more show fewer
Udo Dannlowski, Tilo Kircher, Benno Haarman, Philip B. Mitchell, Colm McDonald, Dara M. Cannon, Ole A. Andreassen, Christopher R. K. Ching, Paul M. Thompson
2023-01 SIPAIM

Along-Tract Statistical Mapping of Microstructural Abnormalities in Bipolar Disorder: A Pilot Study

Leila Nabulsi, Bramsh Qamar Chandio, Nikhil J. Dhinagar, Emily Laltoo, Genevieve McPhilemy, Fiona M. Martyn
+4 more show fewer
Brian Hallahan, Colm McDonald, Paul M. Thompson, Dara M. Cannon
2023-01 EMBC

Contrastive Learning with Continuous Proxy Meta-data for 3D MRI Classification

Benoit Dufumier, Pietro Gori, Julie Victor, Antoine Grigis, Michel Wessa, Paolo Brambilla
+7 more show fewer
Pauline Favre, Mircea Polosan, Colm McDonald, Camille Marie Piguet, Mary L. Phillips, Lisa Eyler, Edouard Duchesnay
2021-01 MICCAI (2)

A Scalable Toolkit for Modeling 3D Surface-Based Brain Geometry

Yanghee Im, Leila Nabulsi, Melody J. Y. Kang, Sophia I. Thomopoulos, Ana M. Diaz Zuluaga, Anders M. Dale
+66 more show fewer
Andriana Karuk, Annabella Di Giorgio, Benson Mwangi, Boris Gutman, Bronwyn J. Overs, Carlos López Jaramillo, Colm McDonald, Dan J. Stein, Dara M. Cannon, David C. Glahn, Diego Hidalgo-Mazzei, Diliana Pecheva, Dominik Grotegerd, Edith Pomarol-Clotet, Eduard Vieta, Emilie Olie, Enric Vilajosana Chertó, Fabio Sambataro, Fleur Howells, Freda Scheffler, Geraldo Busatto, Gerard Anmella, Giovana B. Zunta-Soares, Gloria M. P. Roberts, Henk Temmingh, Ian H. Gotlib, Ingrid Agartz, Jair C. Soares, James A. Karantonis, James Prisciandaro, Janice M. Fullerton, Joaquim Radua, Jonathan Savitz, Josselin Houenou, Kang Sim, Kenichiro Harada, Klaus Berger, Koji Matsuo, Lakshmi Yatham, Lars Tjelta Westlye, Lisa Eyler, Lisa Furlong, Luisa Klahn, Marco Hermesdorf, Marcus V. Zanetti, Matthew Kempton, Matthew D. Sacchet, Mikael Landen, Mon-Ju Wu, Pedro Rosa, Philip Mitchell, Pravesh Parekh, Raymond Salvador, Rayus Kuplicki, Salvador Sarró, Susan Rossell, Tamsyn Van Rheenen, Theodore Satterthwaite, Tilo Kircher, Tomas Hajek, Udo Dannlowski, Xavier Caseras, Yuji Zhao, Ole A. Andreassen, Paul M. Thompson, Christopher R. K. Ching
2025-01 ShapeMI@MICCAI

Using Magnetic Resonance Imaging to Distinguish a Healthy Brain from a Bipolar Brain: A Transfer Learning Approach

Philip Martyn, Genevieve McPhilemy, Leila Nabulsi, Fiona Martyn, Colm McDonald, Dara M. Cannon
+1 more show fewer
Michael Schukat
2019-01 AICS