Michael Roberts

Michael Roberts

AstraZeneca, Sweden - Södertälje / Sweden
Engineering & Technology / Computer Science
AD Scientific Index ID: 4454739
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person_outline Michael Roberts's MOST POPULAR ARTICLES
1-) Common pitfalls and recommendations for using machine learning to detect and prognosticate for COVID-19 using chest radiographs and CT scansM Roberts, D Driggs, M Thorpe, J Gilbey, M Yeung, S Ursprung, ...Nature Machine Intelligence 3 (3), 199-217, 20214522021
2-) Unified focal loss: Generalising dice and cross entropy-based losses to handle class imbalanced medical image segmentationM Yeung, E Sala, CB Schönlieb, L RundoComputerized Medical Imaging and Graphics 95, 102026, 20221002022
3-) Focus U-Net: A novel dual attention-gated CNN for polyp segmentation during colonoscopyM Yeung, E Sala, CB Schönlieb, L RundoComputers in biology and medicine 137, 104815, 2021412021
4-) Comparative performance of fully-automated and semi-automated artificial intelligence methods for the detection of clinically significant prostate cancer on MRI: a systematic …N Sushentsev, N Moreira Da Silva, M Yeung, T Barrett, E Sala, M Roberts, ...Insights into imaging 13 (1), 59, 2022442022
5-) Calibrating the dice loss to handle neural network overconfidence for biomedical image segmentationM Yeung, L Rundo, Y Nan, E Sala, CB Schönlieb, G YangJournal of Digital Imaging 36 (2), 739-752, 2023362023