no code implementations • 10 Jul 2023 • McKell Woodland, John Wood, Caleb O'Connor, Ankit B. Patel, Kristy K. Brock
Our OOD test data consisted of CT images of the brain, head and neck, lung, cervix, and abnormal livers.
no code implementations • 9 Mar 2023 • Tommy Nyberg, Peter Bager, Ingrid Bech Svalgaard, Dritan Bejko, Nick Bundle, Josie Evans, Tyra Grove Krause, Jim McMenamin, Joël Mossong, Heather Mutch, Ajibola Omokanye, André Peralta-Santos, Pedro Pinto Leite, Jostein Starrfelt, Simon Thelwall, Lamprini Veneti, Robert Whittaker, John Wood, Richard Pebody, Anne M Presanis
Several SARS-CoV-2 variants that evolved during the COVID-19 pandemic have appeared to differ in severity, based on analyses of single-country datasets.
no code implementations • 7 Oct 2022 • McKell Woodland, John Wood, Brian M. Anderson, Suprateek Kundu, Ethan Lin, Eugene Koay, Bruno Odisio, Caroline Chung, Hyunseon Christine Kang, Aradhana M. Venkatesan, Sireesha Yedururi, Brian De, Yuan-Mao Lin, Ankit B. Patel, Kristy K. Brock
Our computational ablation study revealed that transfer learning and data augmentation stabilize training and improve the perceptual quality of the generated images.
Ranked #1 on Medical Image Generation on ACDC
2 code implementations • 6 Oct 2022 • Satrajit Chakrabarty, Syed Amaan Abidi, Mina Mousa, Mahati Mokkarala, Isabelle Hren, Divya Yadav, Matthew Kelsey, Pamela Lamontagne, John Wood, Michael Adams, Yuzhuo Su, Sherry Thorpe, Caroline Chung, Aristeidis Sotiras, Daniel S. Marcus
Mean Dice scores were 0. 882 ($\pm$0. 244) and 0. 977 ($\pm$0. 04) for whole tumor segmentation for WUSM and MDA, respectively.
no code implementations • 4 Apr 2022 • Ferdinand Grimm, Pouya Kolahian, John Wood, Richard Bucknall, Mehdi Baghdadi
Previous papers on other multilevel converters such as the multi-active bridge, however, do not sufficiently assess the topics of gate driver design for this topology.