Learning meaningful latent space representations for patient risk stratification: model development and validation for dengue and other acute febrile illness

Autor: Hernandez Perez, B, Stiff, O, Ming, D, Ho Quang, C, Vuong Nguyen, L, Tuan Nguyen, M, Chau Nguyen, VV, Nguyet Nguyen, M, Huy Nguyen, Q, Lam Phung, K, Tam Dong Thi, H, Trung Dinh, T, Trieu Huynh, T, Wills, B, Cameron Paul, S, Holmes, A, Yacoub, S, Georgiou, P

Background: Increased data availability has prompted the creation of clinical decision support systems. These systems utilise clinical information to enhance health care provision, both to predict the likelihood of specific clinical outcomes or evalu

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=od______1032::f2c95ca946382ced3653d1cfd9af4a08
http://hdl.handle.net/10044/1/102711

Learning meaningful latent space representations for patient risk stratification: Model development and validation for dengue and other acute febrile illness.

Autor: Hernandez B; Centre for Bio-Inspired Technology, Imperial College London, London, United Kingdom.; Centre for Amtimicrobial Optimisation, Imperial College London, London, United Kingdom., Stiff O; Centre for Bio-Inspired Technology, Imperial College London, London, United Kingdom., Ming DK; Centre for Amtimicrobial Optimisation, Imperial College London, London, United Kingdom.; NIHR HPRU in Healthcare Associated Infections and Antimicrobial Resistance, Imperial College London, London, United Kingdom., Ho Quang C; Oxford University Clinical Research Unit, Ho Chi Minh City, Vietnam., Nguyen Lam V; Oxford University Clinical Research Unit, Ho Chi Minh City, Vietnam.; University of Medicine and Pharmacy, Ho Chi Minh City, Vietnam., Nguyen Minh T; Children's Hospital No 1, Ho Chi Minh City, Vietnam., Nguyen Van Vinh C; Oxford University Clinical Research Unit, Ho Chi Minh City, Vietnam.; Hospital for Tropical Diseases, Ho Chi Minh City, Vietnam., Nguyen Minh N; Oxford University Clinical Research Unit, Ho Chi Minh City, Vietnam., Nguyen Quang H; Oxford University Clinical Research Unit, Ho Chi Minh City, Vietnam., Phung Khanh L; Oxford University Clinical Research Unit, Ho Chi Minh City, Vietnam.; University of Medicine and Pharmacy, Ho Chi Minh City, Vietnam., Dong Thi Hoai T; Oxford University Clinical Research Unit, Ho Chi Minh City, Vietnam., Dinh The T; Oxford University Clinical Research Unit, Ho Chi Minh City, Vietnam., Huynh Trung T; Oxford University Clinical Research Unit, Ho Chi Minh City, Vietnam.; Hospital for Tropical Diseases, Ho Chi Minh City, Vietnam., Wills B; Oxford University Clinical Research Unit, Ho Chi Minh City, Vietnam.; Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom., Simmons CP; Institute of Vector Borne Disease, Monash University, Melbourne, VIC, Australia., Holmes AH; Centre for Amtimicrobial Optimisation, Imperial College London, London, United Kingdom.; NIHR HPRU in Healthcare Associated Infections and Antimicrobial Resistance, Imperial College London, London, United Kingdom., Yacoub S; Oxford University Clinical Research Unit, Ho Chi Minh City, Vietnam.; Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom., Georgiou P; Centre for Bio-Inspired Technology, Imperial College London, London, United Kingdom.; Centre for Amtimicrobial Optimisation, Imperial College London, London, United Kingdom.

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