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Search results (126)

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When to and when not to use machine learning in risk prediction models.

Clifton L. et al, (2026), Lancet Digit Health

Cardiac health assessment across scenarios and devices using a multimodal foundation model pretrained on data from 1.7 million individuals.

Gu X. et al, (2026), Nat Mach Intell, 8, 220 - 233

ssociations between disease-specific polygenic risk scores and disease-specific causes of death in the UK Biobank cohort

Liu W. et al, (2025)

Multimorbidity, disease clusters and risk of all-cause and cause-specific mortality: a population-based prospective cohort study.

Littlejohns TJ. et al, (2025), Sci Rep, 15

DrAgent: empowering Large Language Models as medical agents for multi-hop medical reasoning

Liu F. et al, (2025), Findings of the Association for Computational Linguistics: EMNLP 2025, 15656 - 15668

A multimodal automated deep learning-based model for predicting biochemical recurrence of prostate cancer following prostatectomy from baseline MRI, Presurgical clinical covariates.

Simon BD. et al, (2025), Clin Imaging, 126

A collaborative large language model for drug analysis.

Zhou H. et al, (2025), Nat Biomed Eng

Learning Across the Divide: Personalised Federated Learning for Robust Clinical Modelling under Data-View Heterogeneity.

Molaei S. et al, (2025), IEEE J Biomed Health Inform, PP

Beyond correlations: the necessity and the challenges of causal AI

Chauhan VK. et al, (2025)

Sample selection bias in machine learning for healthcare

Chauhan VK. et al, (2025), ACM Transactions on Computing for Healthcare

Dysregulated immune proteins in plasma in the UK Biobank predict multiple myeloma 12 years before clinical diagnosis.

Fieggen J. et al, (2025), Blood Adv, 9, 3766 - 3770

Dynamic Beat-to-Beat Measurements of Blood Pressure Using Multimodal Physiological Signals and a Hybrid CNN-LSTM Model.

Xiang T. et al, (2025), IEEE J Biomed Health Inform, 29, 5438 - 5451

Transforming label-efficient decoding of healthcare wearables with self-supervised learning and "embedded" medical domain expertise.

Gu X. et al, (2025), Commun Eng, 4

Individualised Treatment Effects Estimation with Composite Treatments and Composite Outcomes.

Chauhan VK. et al, (2025), Annu Int Conf IEEE Eng Med Biol Soc, 2025, 1 - 7

Navigating Severe Class Imbalance in Population Cohort Data.

Fieggen J. et al, (2025), Annu Int Conf IEEE Eng Med Biol Soc, 2025, 1 - 6

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