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Validation study of perfusion parameter in hypervascular hepatocellular carcinoma and focal nodular hyperplasia using dynamic susceptibility magnetic resonance imaging with super-paramagnetic iron oxide: comparison with single level dynamic CT arteriography.
Saito K, Ledsam J, Sourbron S, Araki Y. Saito K, et al. Among authors: ledsam j. Quant Imaging Med Surg. 2020 Jun;10(6):1298-1306. doi: 10.21037/qims-18-233. Quant Imaging Med Surg. 2020. PMID: 32550138 Free PMC article.
A prospective evaluation of AI-augmented epidemiology to forecast COVID-19 in the USA and Japan.
Arık SÖ, Shor J, Sinha R, Yoon J, Ledsam JR, Le LT, Dusenberry MW, Yoder NC, Popendorf K, Epshteyn A, Euphrosine J, Kanal E, Jones I, Li CL, Luan B, Mckenna J, Menon V, Singh S, Sun M, Ravi AS, Zhang L, Sava D, Cunningham K, Kayama H, Tsai T, Yoneoka D, Nomura S, Miyata H, Pfister T. Arık SÖ, et al. Among authors: ledsam jr. NPJ Digit Med. 2021 Oct 8;4(1):146. doi: 10.1038/s41746-021-00511-7. NPJ Digit Med. 2021. PMID: 34625656 Free PMC article.
Predicting conversion to wet age-related macular degeneration using deep learning.
Yim J, Chopra R, Spitz T, Winkens J, Obika A, Kelly C, Askham H, Lukic M, Huemer J, Fasler K, Moraes G, Meyer C, Wilson M, Dixon J, Hughes C, Rees G, Khaw PT, Karthikesalingam A, King D, Hassabis D, Suleyman M, Back T, Ledsam JR, Keane PA, De Fauw J. Yim J, et al. Among authors: ledsam jr. Nat Med. 2020 Jun;26(6):892-899. doi: 10.1038/s41591-020-0867-7. Epub 2020 May 18. Nat Med. 2020. PMID: 32424211
Clinically Applicable Segmentation of Head and Neck Anatomy for Radiotherapy: Deep Learning Algorithm Development and Validation Study.
Nikolov S, Blackwell S, Zverovitch A, Mendes R, Livne M, De Fauw J, Patel Y, Meyer C, Askham H, Romera-Paredes B, Kelly C, Karthikesalingam A, Chu C, Carnell D, Boon C, D'Souza D, Moinuddin SA, Garie B, McQuinlan Y, Ireland S, Hampton K, Fuller K, Montgomery H, Rees G, Suleyman M, Back T, Hughes CO, Ledsam JR, Ronneberger O. Nikolov S, et al. Among authors: ledsam jr. J Med Internet Res. 2021 Jul 12;23(7):e26151. doi: 10.2196/26151. J Med Internet Res. 2021. PMID: 34255661 Free PMC article.
Clinically applicable deep learning for diagnosis and referral in retinal disease.
De Fauw J, Ledsam JR, Romera-Paredes B, Nikolov S, Tomasev N, Blackwell S, Askham H, Glorot X, O'Donoghue B, Visentin D, van den Driessche G, Lakshminarayanan B, Meyer C, Mackinder F, Bouton S, Ayoub K, Chopra R, King D, Karthikesalingam A, Hughes CO, Raine R, Hughes J, Sim DA, Egan C, Tufail A, Montgomery H, Hassabis D, Rees G, Back T, Khaw PT, Suleyman M, Cornebise J, Keane PA, Ronneberger O. De Fauw J, et al. Among authors: ledsam jr. Nat Med. 2018 Sep;24(9):1342-1350. doi: 10.1038/s41591-018-0107-6. Epub 2018 Aug 13. Nat Med. 2018. PMID: 30104768
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