Uncertainty modelling in deep learning for safer neuroimage enhancement: Demonstration in diffusion MRI
Tanno, Ryutaro, Worrall, Daniel E., Kaden, Enrico, Ghosh, Aurobrata, Grussu, Francesco, Bizzi, Alberto, Sotiropoulos, Stamatios N., Criminisi, Antonio, Alexander, Daniel C.
Published in NeuroImage (Orlando, Fla.) (15.01.2021)
Published in NeuroImage (Orlando, Fla.) (15.01.2021)
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Journal Article
Profound Treg perturbations correlate with COVID-19 severity
Galván-Peña, Silvia, Leon, Juliette, Chowdhary, Kaitavjeet, Michelson, Daniel A., Vijaykumar, Brinda, Yang, Liang, Magnuson, Angela M., Chen, Felicia, Manickas-Hill, Zachary, Piechocka-Trocha, Alicja, Worrall, Daniel P., Hall, Kathryn E., Ghebremichael, Musie, Walker, Bruce D., Li, Jonathan Z., Yu, Xu G., Mathis, Diane, Benoist, Christophe, Lavin-Parsons, Kendall, Parry, Blair, Lilley, Brendan, Lodenstein, Carl, McKaig, Brenna, Charland, Nicole, Khanna, Hargun, Margolin, Justin, Gonye, Anna, Gushterova, Irena, Lasalle, Tom, Sharma, Nihaarika, Russo, Brian C., Rojas-Lopez, Maricarmen, Sade-Feldman, Moshe, Manakongtreecheep, Kasidet, Tantivit, Jessica, Thomas, Molly Fisher
Published in Proceedings of the National Academy of Sciences - PNAS (14.09.2021)
Published in Proceedings of the National Academy of Sciences - PNAS (14.09.2021)
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Journal Article
Structural topology defines protective CD8 + T cell epitopes in the HIV proteome
Gaiha, Gaurav D, Rossin, Elizabeth J, Urbach, Jonathan, Landeros, Christian, Collins, David R, Nwonu, Chioma, Muzhingi, Itai, Anahtar, Melis N, Waring, Olivia M, Piechocka-Trocha, Alicja, Waring, Michael, Worrall, Daniel P, Ghebremichael, Musie S, Newman, Ruchi M, Power, Karen A, Allen, Todd M, Chodosh, James, Walker, Bruce D
Published in Science (American Association for the Advancement of Science) (03.05.2019)
Published in Science (American Association for the Advancement of Science) (03.05.2019)
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Journal Article
Viral and host mediators of non-suppressible HIV-1 viremia
Mohammadi, Abbas, Etemad, Behzad, Zhang, Xin, Li, Yijia, Bedwell, Gregory J, Sharaf, Radwa, Kittilson, Autumn, Melberg, Meghan, Crain, Charles R, Traunbauer, Anna K, Wong, Colline, Fajnzylber, Jesse, Worrall, Daniel P, Rosenthal, Alex, Jordan, Hannah, Jilg, Nikolaus, Kaseke, Clarety, Giguel, Francoise, Lian, Xiaodong, Deo, Rinki, Gillespie, Elisabeth, Chishti, Rida, Abrha, Sara, Adams, Taylor, Siagian, Abigail, Dorazio, Dominic, Anderson, Peter L, Deeks, Steven G, Lederman, Michael M, Yawetz, Sigal, Kuritzkes, Daniel R, Lichterfeld, Mathias D, Sieg, Scott, Tsibris, Athe, Carrington, Mary, Brumme, Zabrina L, Castillo-Mancilla, Jose R, Engelman, Alan N, Gaiha, Gaurav D, Li, Jonathan Z
Published in Nature medicine (01.12.2023)
Published in Nature medicine (01.12.2023)
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Journal Article
Reversible GANs for Memory-Efficient Image-To-Image Translation
van der Ouderaa, Tycho F.A., Worrall, Daniel E.
Published in 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2019)
Published in 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2019)
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Conference Proceeding
Screening and characterization of vaginal fluid donations for vaginal microbiota transplantation
Yockey, Laura J, Hussain, Fatima Aysha, Bergerat, Agnes, Reissis, Alexandra, Worrall, Daniel, Xu, Jiawu, Gomez, Isabella, Bloom, Seth M, Mafunda, Nomfuneko A, Kelly, Julia, Kwon, Douglas S, Mitchell, Caroline M
Published in Scientific reports (26.10.2022)
Published in Scientific reports (26.10.2022)
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Journal Article
Harmonic Networks: Deep Translation and Rotation Equivariance
Worrall, Daniel E., Garbin, Stephan J., Turmukhambetov, Daniyar, Brostow, Gabriel J.
Published in 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (01.07.2017)
Published in 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (01.07.2017)
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Conference Proceeding
Learning Perturbations for Soft-Output Linear MIMO Demappers
Worrall, Daniel E., Peschl, Markus, Behboodi, Arash, Bondesan, Roberto
Published in GLOBECOM 2022 - 2022 IEEE Global Communications Conference (04.12.2022)
Published in GLOBECOM 2022 - 2022 IEEE Global Communications Conference (04.12.2022)
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Conference Proceeding
Interpretable Transformations with Encoder-Decoder Networks
Worrall, Daniel E., Garbin, Stephan J., Turmukhambetov, Daniyar, Brostow, Gabriel J.
Published in 2017 IEEE International Conference on Computer Vision (ICCV) (01.10.2017)
Published in 2017 IEEE International Conference on Computer Vision (ICCV) (01.10.2017)
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Conference Proceeding
Profound Treg perturbations correlate with COVID-19 severity
Galvan-Pena, Silvia, Leon, Juliette, Chowdhary, Kaitavjeet, Michelson, Daniel A, Vijaykumar, Brinda, Yang, Liang, Magnuson, Angela, Manickas-Hill, Zachary, Piechocka-Trocha, Alicja, Worrall, Daniel P, Hall, Kathryn E, Ghebremichael, Musie, Walker, Bruce D, Li, Jonathan Z, Yu, Xu G, Mathis, Diane, Benoist, Christophe
Published in bioRxiv (15.12.2020)
Published in bioRxiv (15.12.2020)
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Journal Article
Paper
T cell responses to SARS-CoV-2 infection and vaccination are elevated in B cell deficiency and reduce risk of severe COVID-19
Zonozi, Reza, Walters, Lucy C, Shulkin, Aaron, Naranbhai, Vivek, Nithagon, Pravarut, Sauvage, Gabriel, Kaeske, Clarety, Cosgrove, Katherine, Nathan, Anusha, Tano-Menka, Rhoda, Gayton, Alton C, Getz, Matthew A, Senjobe, Fernando, Worrall, Daniel, Iafrate, A John, Fromson, Caroline, Montesi, Sydney B, Rao, Deepak A, Sparks, Jeffrey A, Wallace, Zachary S, Farmer, Jocelyn R, Walker, Bruce D, Charles, Richelle C, Laliberte, Karen, Niles, John L, Gaiha, Gaurav D
Published in Science translational medicine (29.11.2023)
Published in Science translational medicine (29.11.2023)
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Journal Article
등변 정책과의 물리적 환경 상호작용
VAN DER POL ELISE, OLIEHOEK FRANS ADRIAAN, HERMAN MICHAEL, VAN HOOF HERKE, WELLING MAX, WORRALL DANIEL
Year of Publication 10.05.2022
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Year of Publication 10.05.2022
Patent
SARS-CoV-2 epitope-specific CD4 + memory T cell responses across COVID-19 disease severity and antibody durability
Nelson, Ryan W, Chen, Yuezhou, Venezia, Olivia L, Majerus, Richard M, Shin, Daniel S, Carrington, Mary N, Yu, Xu G, Wesemann, Duane R, Moon, James J, Luster, Andrew D
Published in Science immunology (22.07.2022)
Published in Science immunology (22.07.2022)
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Journal Article
Viral Load Kinetics of Severe Acute Respiratory Syndrome Coronavirus 2 in Hospitalized Individuals With Coronavirus Disease 2019
Regan, James, Flynn, James P, Rosenthal, Alexandra, Jordan, Hannah, Li, Yijia, Chishti, Rida, Giguel, Francoise, Corry, Heather, Coxen, Kendyll, Fajnzylber, Jesse, Gillespie, Elizabeth, Kuritzkes, Daniel R, Hacohen, Nir, Goldberg, Marcia B, Filbin, Michael R, Yu, Xu G, Baden, Lindsey, Ribeiro, Ruy M, Perelson, Alan S, Conway, Jessica M, Li, Jonathan Z
Published in Open forum infectious diseases (01.08.2021)
Published in Open forum infectious diseases (01.08.2021)
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Journal Article
Learning Likelihoods with Conditional Normalizing Flows
Winkler, Christina, Worrall, Daniel, Hoogeboom, Emiel, Welling, Max
Published in arXiv.org (12.11.2023)
Published in arXiv.org (12.11.2023)
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Paper
Journal Article