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Causal machine learning for healthcare and precision medicine.
Sanchez P, Voisey JP, Xia T, Watson HI, O'Neil AQ, Tsaftaris SA. Sanchez P, et al. R Soc Open Sci. 2022 Aug 3;9(8):220638. doi: 10.1098/rsos.220638. eCollection 2022 Aug. R Soc Open Sci. 2022. PMID: 35950198 Free PMC article. Review.
Learning disentangled representations in the imaging domain.
Liu X, Sanchez P, Thermos S, O'Neil AQ, Tsaftaris SA. Liu X, et al. Among authors: sanchez p. Med Image Anal. 2022 Aug;80:102516. doi: 10.1016/j.media.2022.102516. Epub 2022 Jun 17. Med Image Anal. 2022. PMID: 35751992 Free article. Review.
The role of noise in denoising models for anomaly detection in medical images.
Kascenas A, Sanchez P, Schrempf P, Wang C, Clackett W, Mikhael SS, Voisey JP, Goatman K, Weir A, Pugeault N, Tsaftaris SA, O'Neil AQ. Kascenas A, et al. Among authors: sanchez p. Med Image Anal. 2023 Dec;90:102963. doi: 10.1016/j.media.2023.102963. Epub 2023 Sep 11. Med Image Anal. 2023. PMID: 37769551
Compositionally Equivariant Representation Learning.
Liu X, Sanchez P, Thermos S, O'Neil AQ, Tsaftaris SA. Liu X, et al. Among authors: sanchez p. IEEE Trans Med Imaging. 2024 Jan 26;PP. doi: 10.1109/TMI.2024.3358955. Online ahead of print. IEEE Trans Med Imaging. 2024. PMID: 38277249
Variable Penetrance and Expressivity of a Rare Pore Loss-of-Function Mutation (p.L889V) of Nav1.5 Channels in Three Spanish Families.
Gallego-Delgado M, Cámara-Checa A, Rubio-Alarcón M, Heredero-Jung D, de la Fuente-Blanco L, Rapún J, Plata-Izquierdo B, Pérez-Martín S, Cebrián J, Moreno de Redrojo L, García-Berrocal B, Delpón E, Sánchez PL, Villacorta E, Caballero R. Gallego-Delgado M, et al. Among authors: sanchez pl. Int J Mol Sci. 2024 Apr 25;25(9):4686. doi: 10.3390/ijms25094686. Int J Mol Sci. 2024. PMID: 38731905 Free PMC article.
2,038 results