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pro vyhledávání: '"Voisey, Jeremy P."'
Autor:
Kascenas, Antanas, Sanchez, Pedro, Schrempf, Patrick, Wang, Chaoyang, Clackett, William, Mikhael, Shadia S., Voisey, Jeremy P., Goatman, Keith, Weir, Alexander, Pugeault, Nicolas, Tsaftaris, Sotirios A., O'Neil, Alison Q.
Pathological brain lesions exhibit diverse appearance in brain images, in terms of intensity, texture, shape, size, and location. Comprehensive sets of data and annotations are difficult to acquire. Therefore, unsupervised anomaly detection approache
Externí odkaz:
http://arxiv.org/abs/2301.08330
Autor:
Sanchez, Pedro, Voisey, Jeremy P., Xia, Tian, Watson, Hannah I., ONeil, Alison Q., Tsaftaris, Sotirios A.
Causal machine learning (CML) has experienced increasing popularity in healthcare. Beyond the inherent capabilities of adding domain knowledge into learning systems, CML provides a complete toolset for investigating how a system would react to an int
Externí odkaz:
http://arxiv.org/abs/2205.11402
Training neural networks using limited annotations is an important problem in the medical domain. Deep Neural Networks (DNNs) typically require large, annotated datasets to achieve acceptable performance which, in the medical domain, are especially d
Externí odkaz:
http://arxiv.org/abs/2110.08589
Akademický článek
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Autor:
Kascenas A; Canon Medical Research Europe, Bonnington Bond, 2 Anderson Pl, Edinburgh EH6 5NP, United Kingdom; University of Glasgow, Glasgow G12 8QQ, United Kingdom. Electronic address: antanas.kascenas@mre.medical.canon., Sanchez P; University of Edinburgh, Kings Buildings, Edinburgh EH9 3FG, United Kingdom., Schrempf P; Canon Medical Research Europe, Bonnington Bond, 2 Anderson Pl, Edinburgh EH6 5NP, United Kingdom., Wang C; Canon Medical Research Europe, Bonnington Bond, 2 Anderson Pl, Edinburgh EH6 5NP, United Kingdom., Clackett W; Canon Medical Research Europe, Bonnington Bond, 2 Anderson Pl, Edinburgh EH6 5NP, United Kingdom., Mikhael SS; Canon Medical Research Europe, Bonnington Bond, 2 Anderson Pl, Edinburgh EH6 5NP, United Kingdom., Voisey JP; Canon Medical Research Europe, Bonnington Bond, 2 Anderson Pl, Edinburgh EH6 5NP, United Kingdom., Goatman K; Canon Medical Research Europe, Bonnington Bond, 2 Anderson Pl, Edinburgh EH6 5NP, United Kingdom., Weir A; Canon Medical Research Europe, Bonnington Bond, 2 Anderson Pl, Edinburgh EH6 5NP, United Kingdom., Pugeault N; University of Glasgow, Glasgow G12 8QQ, United Kingdom., Tsaftaris SA; University of Edinburgh, Kings Buildings, Edinburgh EH9 3FG, United Kingdom; The Alan Turing Institute, London, United Kingdom., O'Neil AQ; Canon Medical Research Europe, Bonnington Bond, 2 Anderson Pl, Edinburgh EH6 5NP, United Kingdom; University of Edinburgh, Kings Buildings, Edinburgh EH9 3FG, United Kingdom.
Publikováno v:
Medical image analysis [Med Image Anal] 2023 Dec; Vol. 90, pp. 102963. Date of Electronic Publication: 2023 Sep 11.
Autor:
Sanchez P; School of Engineering, University of Edinburgh, Edinburgh, UK., Voisey JP; AI Research, Canon Medical Research Europe, Edinburgh, Lothian, UK., Xia T; School of Engineering, University of Edinburgh, Edinburgh, UK., Watson HI; AI Research, Canon Medical Research Europe, Edinburgh, Lothian, UK., O'Neil AQ; School of Engineering, University of Edinburgh, Edinburgh, UK.; AI Research, Canon Medical Research Europe, Edinburgh, Lothian, UK., Tsaftaris SA; School of Engineering, University of Edinburgh, Edinburgh, UK.
Publikováno v:
Royal Society open science [R Soc Open Sci] 2022 Aug 03; Vol. 9 (8), pp. 220638. Date of Electronic Publication: 2022 Aug 03 (Print Publication: 2022).