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Lei Clifton

university of oxford

28H指数
171论文数
4.7K被引数
收录论文 36
发表时间
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When to and when not to use machine learning in risk prediction models在风险预测模型中何时使用以及何时不使用机器学习
errThe Lancet Digital Health
IF0
err2026-02-12
err0
errOAAI
errLei Clifton; John Powell; David A Clifton; Aziz Sheikh
err分享
err收藏
Sample Selection Bias in Machine Learning for Healthcare机器学习在医疗保健领域的样本选择偏倚
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.
err分享
err收藏
A collaborative large language model for drug analysis一个用于药物分析的协作式大型语言模型
errNature Biomedical Engineering
IF26.6
err2025-09-23
err0
errOAAI
errHongjian Zhou; Fenglin Liu; Jinge Wu; Wenjun Zhang; Guowei Huang; Lei Clifton; David Eyre; Haochen Luo; Fengyuan Liu; Kim Branson; Patrick Schwab; Xian Wu; Yefeng Zheng; Anshul Thakur; David A. Clifton
err分享
err收藏
Learning Across the Divide: Personalised Federated Learning for Robust Clinical Modelling Under Data-View Heterogeneity跨界学习：在数据-视图异构性下实现鲁棒临床建模的个性化联邦学习
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
err分享
err收藏
Dynamic Beat-to-Beat Measurements of Blood Pressure Using Multimodal Physiological Signals and a Hybrid CNN-LSTM Model利用多模态生理信号和混合CNN-LSTM模型进行血压的动态逐拍测量
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
err分享
err收藏
Dysregulated immune proteins in plasma in the UK Biobank predict multiple myeloma 12 years before clinical diagnosis血浆中失调的免疫蛋白可预测临床诊断前12年的多发性骨髓瘤
errBlood Advances
IF7.1
err2025-05-09
err0
errOAAI
errJoshua Fieggen; Anshul Thakur; Christopher C. Butler; Karthik Ramasamy; Anjan Thakurta; David A. Clifton; Lei Clifton
err分享
err收藏
Implementation framework for AI deployment at scale in healthcare systems医疗系统中大规模部署人工智能的实施框架
errISCIENCE
IF4.1
err2025-05-01
err0
errOAAI
errAdnan, Hassan Sami; Shidani, Amitis; Clifton, Lei; Bankhead, Clare R.; Perera-Salazar, Rafael
err分享
err收藏
Exploring the effectiveness of instruction tuning in biomedical language processing生物医学语言处理中指令调优的有效性探讨
errARTIFICIAL INTELLIGENCE IN MEDICINE
IF6.2
err2024-12-01
err1
errOAAI
errRohanian, Omid; Nouriborji, Mohammadmahdi; Kouchaki, Samaneh; Nooralahzadeh, Farhad; Clifton, Lei; Clifton, David A.
err分享
err收藏
At-admission prediction of mortality and pulmonary embolism in an international cohort of hospitalised patients with COVID-19 using statistical and machine learning methods
errSCIENTIFIC REPORTS
IF3.9
err2024-07-16
err1
errOAAI
errMesinovic, Munib; Wong, Xin Ci; Rajahram, Giri Shan; Citarella, Barbara Wanjiru; Peariasamy, Kalaiarasu M.; Greve, Frank van Someren; Olliaro, Piero; Merson, Laura; Clifton, Lei; Kartsonaki, Christiana
err分享
err收藏
Mitigating machine learning bias between high income and low-middle income countries for enhanced model fairness and generalizability减轻高收入和中低收入国家之间的机器学习偏差，以增强模型的公平性和可推广性
errSCIENTIFIC REPORTS
IF3.9
err2024-06-10
err5
errOAAI
errYang, Jenny; Clifton, Lei; Dung, Nguyen Thanh; Phong, Nguyen Thanh; Yen, Lam Minh; Thy, Doan Bui Xuan; Soltan, Andrew A. S.; Thwaites, Louise; Clifton, David A.
err分享
err收藏
Assessing the Value of Incorporating a Polygenic Risk Score with Nongenetic Factors for Predicting Breast Cancer Diagnosis in the UK Biobank
errCANCER EPIDEMIOLOGY BIOMARKERS & PREVENTION
IF3.4
err2024-04-17
err3
errOAAI
errCollister, Jennifer A.; Liu, Xiaonan; Littlejohns, Thomas J.; Cuzick, Jack; Clifton, Lei; Hunter, David J.
err分享
err收藏
Incorporating polygenic risk into the Leicester Risk Assessment score for 10-year risk prediction of type 2 diabetes将多基因风险纳入莱斯特风险评估评分以预测2型糖尿病的10年风险
errDIABETES & METABOLIC SYNDROME-CLINICAL RESEARCH & REVIEWS
IF3.4
err2024-04-01
err2
errOAAI
errLiu, Xiaonan; Littlejohns, Thomas J.; Besevic, Jelena; Bragg, Fiona; Clifton, Lei; Collister, Jennifer A.; Trichia, Eirini; Gray, Laura J.; Khunti, Kamlesh; Hunter, David J.
err分享
err收藏
Decoding 2.3 million ECGs: interpretable deep learning for advancing cardiovascular diagnosis and mortality risk stratification
errEUROPEAN HEART JOURNAL - DIGITAL HEALTH
IF4.4
err2024-02-19
err6
errOAAI
errLu, Lei; Zhu, Tingting; Ribeiro, Antonio H.; Clifton, Lei; Zhao, Erying; Zhou, Jiandong; Ribeiro, Antonio Luiz P.; Zhang, Yuan-Ting; Clifton, David A.
err分享
err收藏
Assessing the importance of primary care diagnoses in the UK Biobank
errEUROPEAN JOURNAL OF EPIDEMIOLOGY
IF5.9
err2024-01-16
err1
errOAAI
errClifton, Lei; Liu, Xiaonan; Collister, Jennifer A.; Littlejohns, Thomas J.; Allen, Naomi; Hunter, David J.
err分享
err收藏
A medical multimodal large language model for future pandemics面向未来流行病的医学多模态大语言模型
errNPJ DIGITAL MEDICINE
IF15.1
err2023-12-02
err16
errOAAI
errLiu, Fenglin; Zhu, Tingting; Wu, Xian; Yang, Bang; You, Chenyu; Wang, Chenyang; Lu, Lei; Liu, Zhangdaihong; Zheng, Yefeng; Sun, Xu; Yang, Yang; Clifton, Lei; Clifton, David A.
err分享
err收藏
Kidney function, albuminuria, and their modification by genetic factors and risk of incident dementia in UK Biobank
errALZHEIMERS RESEARCH & THERAPY
IF7.6
err2023-08-21
err7
errOAAI
errYeh, Tian-Shin; Clifton, Lei; Collister, Jennifer A.; Liu, Xiaonan; Hunter, David J.; Littlejohns, Thomas J.
err分享
err收藏
Independent external validation of the QRISK3 cardiovascular disease risk prediction model using UK Biobank
errHEART
IF4.4
err2023-07-09
err9
errOAAI
errParsons, Ruth E.; Liu, Xiaonan; Collister, Jennifer A.; Clifton, David A.; Cairns, Benjamin J.; Clifton, Lei
err分享
err收藏
Combining machine learning with Cox models to identify predictors for incident post-menopausal breast cancer in the UK Biobank
errSCIENTIFIC REPORTS
IF3.9
err2023-06-07
err8
errOAAI
errLiu, Xiaonan; Morelli, Davide; Littlejohns, Thomas J.; Clifton, David A.; Clifton, Lei
err分享
err收藏
Polygenic Risk of Prediabetes, Undiagnosed Diabetes, and Incident Type 2 Diabetes Stratified by Diabetes Risk Factors
errJOURNAL OF THE ENDOCRINE SOCIETY
IF3.1
err2023-01-30
err5
errOAAI
errLiu, Xiaonan; Collister, Jennifer A.; Clifton, Lei; Hunter, David J.; Littlejohns, Thomas J.
err分享
err收藏
Incidence of fractures in people with intellectual disabilities over the life course: a retrospective matched cohort study
errECLINICALMEDICINE
IF10
err2022-10-01
err3
errOAAI
errFrighi, Valeria; Smith, Margaret; Andrews, Tim M.; Clifton, Lei; Collins, Gary S.; Fuller, Alice; Roast, Jan; Holt, Tim A.
err分享
err收藏

研究方向

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合作学者
合作期刊
D
Douglas G. Altman
H 指数: 257 · 论文数: 962
D
David Moher
H 指数: 214 · 论文数: 1.5K
D
David J. Hunter
H 指数: 204 · 论文数: 2.5K
K
Kamlesh Khunti
H 指数: 162 · 论文数: 2.1K
V
Víctor M. Montori
H 指数: 150 · 论文数: 1.1K
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