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D

David A. Clifton

university of oxford

55H-index
453Paper Count
1.4WCitation Count
Published Papers 119
Publication Date
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Mitigating algorithmic unfairness arising from forgetfulness of medical records in clinical artificial intelligence
errNature Communications
IF15.7
err2026-05-04
err0
errOAAI
errYixuan Chen; Anshul Thakur; Andrew A. S. Soltan; Yifei Shen; Dongsheng Li; Mingzhi Dong; Li Shang; David A. Clifton; Yujiang Wang
errShare
errSave
Cardiac health assessment across scenarios and devices using a multimodal foundation model pretrained on data from 1.7 million individuals
errNature Machine Intelligence
IF23.9
err2026-02-24
err0
errOAAI
errXiao Gu; Wei Tang; Jinpei Han; Veer Sangha; Fenglin Liu; Shreyank N. Gowda; Antonio H. Ribeiro; Patrick Schwab; Kim Branson; Lei Clifton; Antonio Luiz P. Ribeiro; Zhangdaihong Liu; David A. Clifton
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errSave
Benchmarking transformer-based models for medical record de-identification in a single center multi-specialty evaluation
erriScience
IF4.1
err2025-10-08
err0
errOAAI
errRachel Kuo; Andrew A.S. Soltan; Ciaran O’Hanlon; Alan Hasanic; David A. Clifton; Gary Collins; Dominic Furniss; David W. Eyre
errShare
errSave
Sample Selection Bias in Machine Learning for Healthcare
errACM TRANSACTIONS ON COMPUTING FOR HEALTHCARE
IF0
err2025-10-01
err0
PREAI
errChauhan, Vinod Kumar; Clifton, Lei; Salaun, Achille; Lu, Huiqi Yvonne; Branson, Kim; Schwab, Patrick; Nigam, Gaurav; Clifton, David A.
errShare
errSave
Learning Across the Divide: Personalised Federated Learning for Robust Clinical Modelling Under Data-View Heterogeneity
errIEEE Journal of Biomedical and Health Informatics
IF6.8
err2025-09-18
err0
PREAI
errSoheila Molaei; Anshul Thakur; Lei Clifton; Andrew Soltan; Patrick Schwab; Danielle Belgrave; Kim Branson; David A. Clifton
errShare
errSave
Development and external validation of a clinical prediction model for new-onset atrial fibrillation in intensive care: a multicentre, retrospective cohort study
errThe Lancet Digital Health
IF0
err2025-09-09
err0
errOAAI
errJonathan P Bedford; Oliver Redfern; Stephen Gerry; Robert Hatch; Liza Keating; David Clifton; Gary S Collins; Peter J Watkinson
errShare
errSave
Dynamic Beat-to-Beat Measurements of Blood Pressure Using Multimodal Physiological Signals and a Hybrid CNN-LSTM Model
errIEEE Journal of Biomedical and Health Informatics
IF6.8
err2025-08-01
err0
PREAI
errTing Xiang; Yanwei Jin; Zijun Liu; Lei Clifton; David A. Clifton; Yiming Zhang; Quan Zhang; Nan Ji; Yuanting Zhang
errShare
errSave
Transformers for rapid detection of airway stenosis and stridor
errSCIENTIFIC REPORTS
IF3.9
err2025-05-02
err0
errOAAI
errAnibal, James; Doctor, Rebecca; Boyer, Micah; Newberry, Karlee; De Santiago, Iris; Awan, Shaheen; Abdel-Aty, Yassmeen; Dion, Gregory; Daoud, Veronica; Huth, Hannah; Watts, Stephanie; Wood, Bradford J.; Clifton, David; Gelbard, Alexander; Powell, Maria; Toghranegar, Jamie; Bensoussan, Yael
errShare
errSave
A scoping review of large language models for generative tasks in mental health care
errNPJ DIGITAL MEDICINE
IF15.1
err2025-04-30
err0
errOAAI
errHua, Yining; Na, Hongbin; Li, Zehan; Liu, Fenglin; Fang, Xiao; Clifton, David
errShare
errSave
Voice EHR: introducing multimodal audio data for health
errFRONTIERS IN DIGITAL HEALTH
IF3.8
err2025-01-28
err0
errOAAI
errAnibal, James; Huth, Hannah; Li, Ming; Hazen, Lindsey; Daoud, Veronica; Ebedes, Dominique; Lam, Yen Minh; Nguyen, Hang; Hong, Phuc Vo; Kleinman, Michael; Ost, Shelley; Jackson, Christopher; Sprabery, Laura; Elangovan, Cheran; Krishnaiah, Balaji; Akst, Lee; Lina, Ioan; Elyazar, Iqbal; Ekawati, Lenny; Jansen, Stefan; Nduwayezu, Richard; Garcia, Charisse; Plum, Jeffrey; Brenner, Jacqueline; Song, Miranda; Ricotta, Emily; Clifton, David; Thwaites, C. Louise; Bensoussan, Yael; Wood, Bradford
errShare
errSave
Exploring the effectiveness of instruction tuning in biomedical language processing
errARTIFICIAL INTELLIGENCE IN MEDICINE
IF6.2
err2024-12-01
err1
errOAAI
errRohanian, Omid; Nouriborji, Mohammadmahdi; Kouchaki, Samaneh; Nooralahzadeh, Farhad; Clifton, Lei; Clifton, David A.
errShare
errSave
Knowledge abstraction and filtering based federated learning over heterogeneous data views in healthcare (vol 7, 331 , 2021)
errNPJ DIGITAL MEDICINE
IF15.1
err2024-11-21
err0
errOAAI
errThakur, Anshul; Molaei, Soheila; Nganjimi, Pafue Christy; Liu, Fenglin; Soltan, Andrew; Schwab, Patrick; Branson, Kim; Clifton, David A.
errShare
errSave
Predicting individual patient and hospital-level discharge using machine learning
errCOMMUNICATIONS MEDICINE
IF6.3
err2024-11-18
err0
errOAAI
errWei, Jia; Zhou, Jiandong; Zhang, Zizheng; Yuan, Kevin; Gu, Qingze; Luk, Augustine; Brent, Andrew J.; Clifton, David A.; Walker, A. Sarah; Eyre, David W.
errShare
errSave
Efficiency at scale: Investigating the performance of diminutive language models in clinical tasks
errARTIFICIAL INTELLIGENCE IN MEDICINE
IF6.2
err2024-11-01
err1
errOAAI
errTaylor, Niall; Ghose, Upamanyu; Rohanian, Omid; Nouriborji, Mohammadmahdi; Kormilitzin, Andrey; Clifton, David A.; Nevado-Holgado, Alejo
errShare
errSave
Predicting future hospital antimicrobial resistance prevalence using machine learning
errCOMMUNICATIONS MEDICINE
IF6.3
err2024-10-10
err0
errOAAI
errVihta, Karina-Doris; Pritchard, Emma; Pouwels, Koen B.; Hopkins, Susan; Guy, Rebecca L.; Henderson, Katherine; Chudasama, Dimple; Hope, Russell; Muller-Pebody, Berit; Walker, Ann Sarah; Clifton, David; Eyre, David W.
errShare
errSave
Generalizability assessment of AI models across hospitals in a low-middle and high income country
errNATURE COMMUNICATIONS
IF15.7
err2024-09-27
err0
errOAAI
errYang, Jenny; Dung, Nguyen Thanh; Thach, Pham Ngoc; Phong, Nguyen Thanh; Phu, Vu Dinh; Phu, Khiem Dong; Yen, Lam Minh; Thy, Doan Bui Xuan; Soltan, Andrew A. S.; Thwaites, Louise; Clifton, David A.
errShare
errSave
Temporal dynamics unleashed: Elevating variational graph attention
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2024-09-01
err0
errOAAI
errMolaei, Soheila; Niknam, Ghazaleh; Ghosheh, Ghadeer O.; Chauhan, Vinod Kumar; Zare, Hadi; Zhu, Tingting; Pan, Shirui; Clifton, David A.
errShare
errSave
An improved deep regression model with state space reconstruction for continuous blood pressure estimation ☆
errCOMPUTERS & ELECTRICAL ENGINEERING
IF4.9
err2024-08-01
err0
PREAI
errLyu, Liangyi; Lu, Lei; Chen, Hanjie; Clifton, David A.; Zhang, Yuanting; Chakraborti, Tapabrata
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errSave
CliqueFluxNet: Unveiling EHR Insights with Stochastic Edge Fluxing and Maximal Clique Utilisation Using Graph Neural Networks
errJOURNAL OF HEALTHCARE INFORMATICS RESEARCH
IF3.7
err2024-08-01
err1
errOAAI
errMolaei, Soheila; Bousejin, Nima Ghanbari; Ghosheh, Ghadeer O.; Thakur, Anshul; Chauhan, Vinod Kumar; Zhu, Tingting; Clifton, David A.
errShare
errSave
Addressing label noise for electronic health records: insights from computer vision for tabular data
errBMC MEDICAL INFORMATICS AND DECISION MAKING
IF3.8
err2024-06-27
err1
errOAAI
errYang, Jenny; Triendl, Hagen; Soltan, Andrew A. S.; Prakash, Mangal; Clifton, David A.
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errSave

Research Directions

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Co-authors
Cooperation Journals
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Gregory Y.H. Lip
H-index: 212 · Papers: 5.6K
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Howard A. Stone
H-index: 130 · Papers: 1.6K
D
Derrick W. Crook
H-index: 125 · Papers: 693
G
Gary S. Collins
H-index: 122 · Papers: 818
D
Derrick Bennett
H-index: 119 · Papers: 479
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