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User-centred design for machine learning in health care: a case study from care management.
Seneviratne MG, Li RC, Schreier M, Lopez-Martinez D, Patel BS, Yakubovich A, Kemp JB, Loreaux E, Gamble P, El-Khoury K, Vardoulakis L, Wong D, Desai J, Chen JH, Morse KE, Downing NL, Finger LT, Chen MJ, Shah N. Seneviratne MG, et al. BMJ Health Care Inform. 2022 Oct;29(1):e100656. doi: 10.1136/bmjhci-2022-100656. BMJ Health Care Inform. 2022. PMID: 36220304 Free PMC article.
Use of deep learning to develop continuous-risk models for adverse event prediction from electronic health records.
Tomašev N, Harris N, Baur S, Mottram A, Glorot X, Rae JW, Zielinski M, Askham H, Saraiva A, Magliulo V, Meyer C, Ravuri S, Protsyuk I, Connell A, Hughes CO, Karthikesalingam A, Cornebise J, Montgomery H, Rees G, Laing C, Baker CR, Osborne TF, Reeves R, Hassabis D, King D, Suleyman M, Back T, Nielson C, Seneviratne MG, Ledsam JR, Mohamed S. Tomašev N, et al. Among authors: seneviratne mg. Nat Protoc. 2021 Jun;16(6):2765-2787. doi: 10.1038/s41596-021-00513-5. Epub 2021 May 5. Nat Protoc. 2021. PMID: 33953393
Development and Implementation of a Real-time Bundle-adherence Dashboard for Central Line-associated Bloodstream Infections.
Chemparathy A, Seneviratne MG, Ward A, Mirchandani S, Li R, Mathew R, Wood M, Shin AY, Donnelly LF, Scheinker D, Lee GM. Chemparathy A, et al. Among authors: seneviratne mg. Pediatr Qual Saf. 2021 Jun 23;6(4):e431. doi: 10.1097/pq9.0000000000000431. eCollection 2021 Jul-Aug. Pediatr Qual Saf. 2021. PMID: 34235355 Free PMC article.
15 results