Anshul Thakur - Publications, H-index & Citations

Anshul Thakur

university of oxford

8H指数

66论文数

361被引数

收录论文 18

发表时间

Mitigating algorithmic unfairness arising from forgetfulness of medical records in clinical artificial intelligence 缓解临床人工智能中因医疗记录遗忘引发的算法不公平

Nature Communications

IF15.7

2026-05-04

OAAI

Yixuan Chen; Anshul Thakur; Andrew A. S. Soltan; Yifei Shen; Dongsheng Li; Mingzhi Dong; Li Shang; David A. Clifton; Yujiang Wang

Prediction of COVID-19 hospitalisation, ICU admission or death following ChAdOx1 vaccination using artificial intelligence: A clinical predictive model from the English RAVEN study 利用人工智能预测接种ChAdOx1疫苗后COVID-19住院、ICU收治或死亡：来自英国RAVEN研究的临床预测模型

PLoS One

IF2.6

2026-02-20

PREAI

Thakur, Anshul; Meza-Torres, Bernardo; Fan, Xuejuan; Byford, Rachel; Joy, Mark; Meeraus, Wilhelmine; Venkatesan, Sudhir; Taylor, Sylvia; de Lusignan, Simon; Clifton, David A.

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

Nature Biomedical Engineering

IF26.6

2025-09-23

OAAI

Hongjian 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

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

IEEE Journal of Biomedical and Health Informatics

IF6.8

2025-09-18

PREAI

Soheila Molaei; Anshul Thakur; Lei Clifton; Andrew Soltan; Patrick Schwab; Danielle Belgrave; Kim Branson; David A. Clifton

Epidemiology of Thrombotic Thrombocytopenia Syndrome 2011 to 2022: English Sentinel Network Cohort Studies 血栓性血小板减少综合征的流行病学（2011年至2022年）：英国哨点网络队列研究

Drug Safety

IF3.8

2025-07-31

OAAI

José M. Ordóñez-Mena; Debasish Kar; Xuejuan Fan; Filipa Ferreira; Sneha N. Anand; Deborah Layton; David Clifton; Mark Joy; Anshul Thakur; Anu Alessi; Andrew Lee; Lisa Mather; Simon de Lusignan

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

Blood Advances

IF7.1

2025-05-09

OAAI

Joshua Fieggen; Anshul Thakur; Christopher C. Butler; Karthik Ramasamy; Anjan Thakurta; David A. Clifton; Lei Clifton

Knowledge abstraction and filtering based federated learning over heterogeneous data views in healthcare (vol 7, 331 , 2021)

NPJ DIGITAL MEDICINE

IF15.1

2024-11-21

OAAI

Thakur, Anshul; Molaei, Soheila; Nganjimi, Pafue Christy; Liu, Fenglin; Soltan, Andrew; Schwab, Patrick; Branson, Kim; Clifton, David A.

Knowledge abstraction and filtering based federated learning over heterogeneous data views in healthcare

NPJ DIGITAL MEDICINE

IF15.1

2024-10-16

OAAI

Thakur, Anshul; Molaei, Soheila; Nganjimi, Pafue Christy; Soltan, Andrew; Schwab, Patrick; Branson, Kim; Clifton, David A.

CliqueFluxNet: Unveiling EHR Insights with Stochastic Edge Fluxing and Maximal Clique Utilisation Using Graph Neural Networks

JOURNAL OF HEALTHCARE INFORMATICS RESEARCH

IF3.7

2024-08-01

OAAI

Molaei, Soheila; Bousejin, Nima Ghanbari; Ghosheh, Ghadeer O.; Thakur, Anshul; Chauhan, Vinod Kumar; Zhu, Tingting; Clifton, David A.

Continuous patient state attention model for addressing irregularity in electronic health records

BMC MEDICAL INFORMATICS AND DECISION MAKING

IF3.8

2024-05-03

OAAI

Chauhan, Vinod Kumar; Thakur, Anshul; O'Donoghue, Odhran; Rohanian, Omid; Molaei, Soheila; Clifton, David A.

Incremental Trainable Parameter Selection in Deep Neural Networks 深度神经网络中的增量可训练参数选择

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2024-05-01

OAAI

Thakur, Anshul; Abrol, Vinayak; Sharma, Pulkit; Zhu, Tingting; Clifton, David A.

Use of Temporally Validated Machine Learning Models To Predict Outcomes of Percutaneous Nephrolithotomy Using Data from the British Association of Urological Surgeons Percutaneous Nephrolithotomy Audit

EUROPEAN UROLOGY FOCUS

IF5.6

2024-03-01

OAAI

Geraghty, Robert M.; Thakur, Anshul; Howles, Sarah; Finch, William; Fowler, Sarah; Rogers, Alistair; Sriprasad, Seshadri; Smith, Daron; Dickinson, Andrew; Gall, Zara; Somani, Bhaskar K.

Data encoding for healthcare data democratization and information leakage prevention 用于医疗数据民主化和信息泄漏预防的数据编码

NATURE COMMUNICATIONS

IF15.7

2024-02-21

OAAI

Thakur, Anshul; Zhu, Tingting; Abrol, Vinayak; Armstrong, Jacob; Wang, Yujiang; Clifton, David A.

External validation of AI models in health should be replaced with recurring local validation 健康领域人工智能模型的外部验证应该被重复的本地验证取代

NATURE MEDICINE

IF50

2023-10-18

PREAI

Youssef, Alexey; Pencina, Michael; Thakur, Anshul; Zhu, Tingting; Clifton, David; Shah, Nigam H.

Self-Aware SGD: Reliable Incremental Adaptation Framework for Clinical AI Models

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS

IF6.8

2023-03-01

OAAI

Thakur, Anshul; Armstrong, Jacob; Youssef, Alexey; Eyre, David; Clifton, David A.

Prognostic model for atrial fibrillation after cardiac surgery: a UK cohort study

CLINICAL RESEARCH IN CARDIOLOGY

IF3.7

2022-08-05

OAAI

Chung, Sheng-Chia; O'Brien, Benjamin; Lip, Gregory Y. H.; Fields, Kara G.; Muehlschlegel, Jochen D.; Thakur, Anshul; Clifton, David; Collins, Gary S.; Watkinson, Peter; Providencia, Rui

Dynamic Neural Graphs Based Federated Reptile for Semi-Supervised Multi-Tasking in Healthcare Applications

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS

IF6.8

2022-04-01

OAAI

Thakur, Anshul; Sharma, Pulkit; Clifton, David A.

Efficient Task Grouping Through Sample-Wise Optimisation Landscape Analysis 通过样本级优化景观分析实现高效任务分组

IEEE Transactions on Pattern Analysis and Machine Intelligence

IF18.6

OAAI

Anshul Thakur; Yichen Huang; Soheila Molaei; Yujiang Wang; David A. Clifton

研究方向