no code implementations • 9 Oct 2023 • Ruisheng Su, Matthijs van der Sluijs, Sandra Cornelissen, Wim van Zwam, Aad van der Lugt, Wiro Niessen, Danny Ruijters, Theo van Walsum, Adrian Dalca
This hinders the serial evaluation of blood flow, and often causes undesired vasculature and contrast flow alterations, leading to impeded usability in clinical practice.
1 code implementation • 15 Apr 2023 • Jose Javier Gonzalez Ortiz, John Guttag, Adrian Dalca
In this work, we identify a fundamental and previously unidentified problem that contributes to the challenge of training hypernetworks: a magnitude proportionality between the inputs and outputs of the hypernetwork.
no code implementations • 11 Apr 2023 • Jose Javier Gonzalez Ortiz, John Guttag, Adrian Dalca
We find that SSHN consistently provides a better accuracy-efficiency trade-off at a fraction of the training cost.
1 code implementation • 11 Sep 2020 • Henry Tregidgo, Adria Casamitjana, Caitlin Latimer, Mitchell Kilgore, Eleanor Robinson, Emily Blackburn, Koen van Leemput, Bruce Fischl, Adrian Dalca, Christine Mac Donald, Dirk Keene, Juan Eugenio Iglesias
NTNC traditionally requires a volumetric MRI scan, acquired either ex vivo or a short time prior to death.
no code implementations • 17 Nov 2018 • Natalia Antropova, Andrew L. Beam, Brett K. Beaulieu-Jones, Irene Chen, Corey Chivers, Adrian Dalca, Sam Finlayson, Madalina Fiterau, Jason Alan Fries, Marzyeh Ghassemi, Mike Hughes, Bruno Jedynak, Jasvinder S. Kandola, Matthew McDermott, Tristan Naumann, Peter Schulam, Farah Shamout, Alexandre Yahi
This volume represents the accepted submissions from the Machine Learning for Health (ML4H) workshop at the conference on Neural Information Processing Systems (NeurIPS) 2018, held on December 8, 2018 in Montreal, Canada.