Verifying explainability of a deep learning tissue classifier trained on RNA-seq data

por Melvyn Yap, Rebecca L. Johnston, Helena Foley, Samual MacDonald, Olga Kondrashova, Khoa A. Tran, Katia Nones, Lambros T. Koufariotis, Cameron Bean, John V. Pearson, Maciej Trzaskowski, Nicola Waddell
Publicado 2021

DNA methylation patterns identify subgroups of pancreatic neuroendocrine tumors with clinical association

por Vanessa Lakis, Rita T. Lawlor, Felicity Newell, Ann-Marie Patch, Andrea Mafficini, Anguraj Sadanandam, Lambros T. Koufariotis, Rebecca L. Johnston, Conrad Leonard, Scott Wood, Borislav Rusev, Vincenzo Corbo, Claudio Luchini, Sara Cingarlini, Luca Landoni, Roberto Salvia, Michele Milella, David Chang, Peter Bailey, Nigel B. Jamieson, Fraser Duthie, Marie-Claude Gingras, Donna M. Muzny, David A. Wheeler, Richard A. Gibbs, Massimo Milione, APGI, ARC-Net, Paolo Pederzoli, Jaswinder S. Samra, Anthony J. Gill, Amber L. Johns, John V. Pearson, Andrew V. Biankin, Sean M. Grimmond, Nicola Waddell, Katia Nones, Aldo Scarpa
Publicado 2021

Whole genome landscapes of uveal melanoma show an ultraviolet radiation signature in iris tumours

por Peter A. Johansson, Kelly Brooks, Felicity Newell, Jane M. Palmer, James S. Wilmott, Antonia L. Pritchard, Natasa Broit, Scott Wood, Matteo S. Carlino, Conrad Leonard, Lambros T. Koufariotis, Vaishnavi Nathan, Aaron B. Beasley, Madeleine Howlie, Rebecca Dawson, Helen Rizos, Chris W. Schmidt, Georgina V. Long, Hayley Hamilton, Jens F. Kiilgaard, Timothy Isaacs, Elin S. Gray, Olivia J. Rolfe, John J. Park, Andrew Stark, Graham J. Mann, Richard A. Scolyer, John V. Pearson, Nicolas van Baren, Nicola Waddell, Karin W. Wadt, Lindsay A. McGrath, Sunil K. Warrier, William Glasson, Nicholas K. Hayward
Publicado 2020