
Digital Health Publications
Status of Digital Health Technology Adoption in 5 Vietnamese Hospitals: Cross-Sectional Assessment.
Tran DM, Thanh Dung N, Minh Duc C, Ngoc Hon H, Minh Khoi L, Phuc Hau N, Thi Thu Huyen D, Thi Le Thu H, Van Duc T, VITAL (Vietnam ICU Translational Applications Laboratory) Investigators , Minh Yen L, Thwaites CL, Paton C, et al. (2025)
Tran DM, Thanh Dung N, Minh Duc C, Ngoc Hon H, Minh Khoi L, Phuc Hau N, Thi Thu Huyen D, Thi Le Thu H, Van Duc T, VITAL (Vietnam ICU Translational Applications Laboratory) Investigators , Minh Yen L, Thwaites CL, Paton C, et al. (2025)
CC-SAM: SAM with Cross-Feature Attention and Context for Ultrasound Image Segmentation
Gowda SN, Clifton DA, et al. (2025)
Gowda SN, Clifton DA, et al. (2025)
RenAIssance: A Survey into AI Text-to-Image Generation in the Era of Large Model
Bie F, Yang Y, Zhou Z, Ghanem A, Zhang M, Yao Z, Wu X, Holmes C, Golnari P, Clifton DA, He Y, Tao D, Song SL, et al. (2023)
Bie F, Yang Y, Zhou Z, Ghanem A, Zhang M, Yao Z, Wu X, Holmes C, Golnari P, Clifton DA, He Y, Tao D, Song SL, et al. (2023)
Monitoring activity of Hip Injury Patients (MoHIP): A sub-study of the World Hip Trauma
Armitage L, Chi Y, Santos M, Lawson B, Areia C, Velardo C, Watkinson P, Tarassenko L, Costa M, et al. (2025)
Armitage L, Chi Y, Santos M, Lawson B, Areia C, Velardo C, Watkinson P, Tarassenko L, Costa M, et al. (2025)
A multimodal multidomain multilingual medical foundation model for zero shot clinical diagnosis
Liu F, Li Z, Yin Q, Huang J, Luo J, Thakur A, Branson K, Schwab P, Yin B, Wu X, Zheng Y, Clifton DA, et al. (2025)
Liu F, Li Z, Yin Q, Huang J, Luo J, Thakur A, Branson K, Schwab P, Yin B, Wu X, Zheng Y, Clifton DA, et al. (2025)
Voice EHR: introducing multimodal audio data for health
Anibal J, Huth H, Li M, Hazen L, Daoud V, Ebedes D, Lam YM, Nguyen H, Hong PV, Kleinman M, Ost S, Jackson C, Sprabery L, Elangovan C, Krishnaiah B, Akst L, Lina I, Elyazar I, Ekawati L, Jansen S, Nduwayezu R, Garcia C, Plum J, Brenner J, Clifton D, et al. (2025)
Anibal J, Huth H, Li M, Hazen L, Daoud V, Ebedes D, Lam YM, Nguyen H, Hong PV, Kleinman M, Ost S, Jackson C, Sprabery L, Elangovan C, Krishnaiah B, Akst L, Lina I, Elyazar I, Ekawati L, Jansen S, Nduwayezu R, Garcia C, Plum J, Brenner J, Clifton D, et al. (2025)
Application of large language models in medicine
Liu F, Zhou H, Gu B, Zou X, Huang J, Wu J, Li Y, Chen SS, Hua Y, Zhou P, Liu J, Mao C, You C, Wu X, Zheng Y, Clifton L, Li Z, Luo J, Clifton DA, et al. ()
Liu F, Zhou H, Gu B, Zou X, Huang J, Wu J, Li Y, Chen SS, Hua Y, Zhou P, Liu J, Mao C, You C, Wu X, Zheng Y, Clifton L, Li Z, Luo J, Clifton DA, et al. ()
Uncertainty-Inspired Multi-Task Learning in Arbitrary Scenarios of ECG Monitoring
Wang X, Gao H, Ma C, Zhu T, Yang F, Liu C, Fu H, et al. (2025)
Wang X, Gao H, Ma C, Zhu T, Yang F, Liu C, Fu H, et al. (2025)
A perspective on individualized treatment effects estimation from time-series health data
Ghosheh GO, Gögl M, Zhu T, et al. (2025)
Ghosheh GO, Gögl M, Zhu T, et al. (2025)
Transformers and large language models are efficient feature extractors for electronic health record studies
Yuan K, Yoon CH, Gu Q, Munby H, Walker AS, Zhu T, Eyre DW, et al. (2025)
Yuan K, Yoon CH, Gu Q, Munby H, Walker AS, Zhu T, Eyre DW, et al. (2025)
Individualised Treatment Effects Estimation with Composite Treatments and Composite Outcomes
Chauhan VK, Clifton L, Nigam G, Clifton D, et al. ()
Chauhan VK, Clifton L, Nigam G, Clifton D, et al. ()
Multi-teacher self-distillation based on adaptive weighting and activation pattern for enhancing lightweight arrhythmia recognition
Wang Z, Ma C, Zhang S, Zhao M, Liu Y, Zhao L, Zhu T, Li J, Liu C, et al. (2025)
Wang Z, Ma C, Zhang S, Zhao M, Liu Y, Zhao L, Zhu T, Li J, Liu C, et al. (2025)
Let your heart speak in its mother tongue: Multilingual captioning of cardiac signals
Kiyasseh D, Zhu T, Clifton D, et al. (2021)
Kiyasseh D, Zhu T, Clifton D, et al. (2021)
High fluoroquinolone resistance proportions among multidrug-resistant tuberculosis driven by dominant L2 Mycobacterium tuberculosis clones in the Mumbai Metropolitan Region.
Dreyer V, Mandal A, Dev P, Merker M, Barilar I, Utpatel C, Nilgiriwala K, Rodrigues C, Crook DW, CRyPTIC Consortium , Rasigade J-P, Wirth T, Mistry N, Niemann S, et al. (2022)
Dreyer V, Mandal A, Dev P, Merker M, Barilar I, Utpatel C, Nilgiriwala K, Rodrigues C, Crook DW, CRyPTIC Consortium , Rasigade J-P, Wirth T, Mistry N, Niemann S, et al. (2022)
EDAMS: an Encoder-Decoder Architecture for Multi-grasp Soft sensing object recognition
Shorthose O, Albini A, Scimeca L, He L, Maiolino P, et al. (2023)
Shorthose O, Albini A, Scimeca L, He L, Maiolino P, et al. (2023)
A Brief Review of Hypernetworks in Deep Learning
Chauhan VK, Zhou J, Lu P, Molaei S, Clifton D, et al. (2023)
Chauhan VK, Zhou J, Lu P, Molaei S, Clifton D, et al. (2023)
Touch Technology in Affective Human–, Robot–, and Virtual–Human Interactions: A Survey
Olugbade T, He L, Maiolino P, Heylen D, Bianchi-Berthouze N, et al. (2023)
Olugbade T, He L, Maiolino P, Heylen D, Bianchi-Berthouze N, et al. (2023)
Comparing the risks of new-onset gastric cancer or gastric diseases in type 2 diabetes mellitus patients exposed to SGLT2I, DPP4I or GLP1A: a population-based cohort study
Chou OHI, Chauhan VK, Chung CT, Lu L, Lee TTL, Ng ZMW, Wang KK, Lee S, Liu H, Wong WT, Pang RTK, Kaewdech A, Cheung BMY, Tse G, Zhou J, et al. (2023)
Chou OHI, Chauhan VK, Chung CT, Lu L, Lee TTL, Ng ZMW, Wang KK, Lee S, Liu H, Wong WT, Pang RTK, Kaewdech A, Cheung BMY, Tse G, Zhou J, et al. (2023)
2D-WinSpatt-Net: a dual spatial self-attention Vision Transformer boosts classification of tetanus severity for patients wearing ECG sensors in low- and middle-income countries
Lu P, Creagh AP, Lu HY, Hai HB, Thwaites L, Clifton DA, et al. (2023)
Lu P, Creagh AP, Lu HY, Hai HB, Thwaites L, Clifton DA, et al. (2023)
A Sensor Placement Benchmarking Method With Principal Component Analysis
Zhong F, He L, Zavatsky A, Maiolino P, et al. (2023)
Zhong F, He L, Zavatsky A, Maiolino P, et al. (2023)
Digital Omicron detection using unscripted voice samples from social media.
Anibal JT, Landa AJ, Nguyen HT, Peltekian AK, Shin AD, Song MJ, Christou AS, Hazen LA, Rivera J, Morhard RA, Bagci U, Li M, Clifton DA, Wood BJ, et al. (2022)
Anibal JT, Landa AJ, Nguyen HT, Peltekian AK, Shin AD, Song MJ, Christou AS, Hazen LA, Rivera J, Morhard RA, Bagci U, Li M, Clifton DA, Wood BJ, et al. (2022)
Algorithmic Fairness and Bias Mitigation for Clinical Machine Learning: A New Utility for Deep Reinforcement Learning
Yang J, Soltan A, Clifton D, et al. (2022)
Yang J, Soltan A, Clifton D, et al. (2022)
Heart rate variability measured from wearable devices as a marker of disease severity in tetanus
Hai HB, Cattrall JWS, Hao NV, Van HMT, Thuy DB, Nhat PTH, Khanh PNQ, Duong HTH, Duong TD, Lu P, Phuong LT, Greeff H, Zhu T, Yen LM, Clifton D, Thwaites CL, et al. (2023)
Hai HB, Cattrall JWS, Hao NV, Van HMT, Thuy DB, Nhat PTH, Khanh PNQ, Duong HTH, Duong TD, Lu P, Phuong LT, Greeff H, Zhu T, Yen LM, Clifton D, Thwaites CL, et al. (2023)
A medical multimodal large language model for future pandemics
Liu F, Zhu T, Wu X, Yang B, You C, Wang C, Lu L, Liu Z, Zheng Y, Sun X, Yang Y, Clifton L, Clifton DA, et al. (2023)
Liu F, Zhu T, Wu X, Yang B, You C, Wang C, Lu L, Liu Z, Zheng Y, Sun X, Yang Y, Clifton L, Clifton DA, et al. (2023)
A survey of generative adversarial networks for synthesizing structured electronic health records
Ghosheh G, Zhu T, Li J, et al. (2024)
Ghosheh G, Zhu T, Li J, et al. (2024)
1567P The effect of SGLT2i and DPP4i on new-onset gastric cancer and gastric diseases in type 2 diabetes mellitus: A population-based cohort study
Chou HI, Chauhan VK, Lu L, Chung CT, Lee TTL, Lee S, Liu H, Pang TKR, Kaewdech A, Cheung B, Tse G, Zhou J, et al. (2023)
Chou HI, Chauhan VK, Lu L, Chung CT, Lee TTL, Lee S, Liu H, Pang TKR, Kaewdech A, Cheung B, Tse G, Zhou J, et al. (2023)
Semi-Supervised Learning for Multi-Label Cardiovascular Diseases Prediction: A Multi-Dataset Study
Lu L, Clifton D, et al. (2023)
Lu L, Clifton D, et al. (2023)
supporting people with type 2 diabetes diabetes in effective use of their medicine through mobile health technology integrated with clinical care (SuMMiT-D pilot): results of a feasibility randomised trial
Farmer A, Allen J, Chi Y, Jones L, Newhouse N, Robinson S, Tarassenko L, Williams N, Yu L-M, et al. (2024)
Farmer A, Allen J, Chi Y, Jones L, Newhouse N, Robinson S, Tarassenko L, Williams N, Yu L-M, et al. (2024)
Supporting people with type 2 diabetes in effective use of their medicine through mobile health technology integrated with clinical care (SuMMiT-D pilot): results of a feasibility randomised trial
Farmer AJ, Allen J, Bartlett YK, Bower P, Chi Y, French DP, Gudgin B, Holmes E, Horne R, Hughes DA, Jones L, Kenning C, Locock L, McSharry J, Miles L, Newhouse N, Rea R, Robinson S, Tarassenko L, Velardo C, Williams N, Yu L-M, et al. (2024)
Farmer AJ, Allen J, Bartlett YK, Bower P, Chi Y, French DP, Gudgin B, Holmes E, Horne R, Hughes DA, Jones L, Kenning C, Locock L, McSharry J, Miles L, Newhouse N, Rea R, Robinson S, Tarassenko L, Velardo C, Williams N, Yu L-M, et al. (2024)
Acceptance and User Experiences of a Wearable Device for the Management of Hospitalized Patients in COVID-19-Designated Wards in Ho Chi Minh City, Vietnam: Action Learning Project.
Luu AP, Nguyen TT, Cao VTC, Ha THD, Chung LTT, Truong TN, Nguyen Le Nhu T, Dao KB, Nguyen HV, Khanh PNQ, Le KTT, Tran LHB, Nhat PTH, Tran DM, Lam YM, Thwaites CL, Mcknight J, Vinh Chau NV, Van Nuil JI, Vietnam ICU Translational Applications Laboratory (VITAL) , et al. (2024)
Luu AP, Nguyen TT, Cao VTC, Ha THD, Chung LTT, Truong TN, Nguyen Le Nhu T, Dao KB, Nguyen HV, Khanh PNQ, Le KTT, Tran LHB, Nhat PTH, Tran DM, Lam YM, Thwaites CL, Mcknight J, Vinh Chau NV, Van Nuil JI, Vietnam ICU Translational Applications Laboratory (VITAL) , et al. (2024)
Undertaking multi-centre randomised controlled trials in primary care: learnings and recommendations from the PULsE-AI trial researchers
Pollock KG, Dickerson C, Kainth M, Lawton S, Hurst M, Sugrue DM, Arden C, Davies DW, Martin A-C, Sandler B, Gordon J, Farooqui U, Clifton D, Mallen C, Rogers J, Hill NR, Camm AJ, Cohen AT, et al. (2024)
Pollock KG, Dickerson C, Kainth M, Lawton S, Hurst M, Sugrue DM, Arden C, Davies DW, Martin A-C, Sandler B, Gordon J, Farooqui U, Clifton D, Mallen C, Rogers J, Hill NR, Camm AJ, Cohen AT, et al. (2024)