Research evidence
UKRI Centre for Doctoral Training in AI for Healthcare · Imperial College London
← Back to the lab profilePublications & preprints
Papers by the lab’s listed researchers in Health AI Central’s research database, newest first.
- VERIDAH: solving enumeration anomaly-aware vertebra labeling across imaging sequences.PubMed ↗
Lab researcherDaniel Rueckert
- Skill-guided agentic reasoning enables longitudinal synthesis of myeloma records at expert-level concordance.PubMed ↗
Lab researcherDaniel Rueckert
- Innovative roadmaps for sustainable antimicrobial resistance interventions.PubMed ↗
Lab researcherAlison Holmes
- Publisher Correction: Sleep chart of biological ageing clocks in middle and late life.PubMed ↗
Lab researcherWenjia Bai
- Radiomics machine learning models for lung cancer early diagnosis in heterogenous multicentre chest CT data: LIBRA study results.PubMed ↗
Lab researcherEric Aboagye
- Detection of previous knee injuries using lower limb-worn inertial measurement units: A cross-sectional machine-learning study.PubMed ↗
Lab researcherDaniel Rueckert
- miRNA profiling identifies biomarkers and regulatory networks involving TGF-β/T-cell pathways in FPIES.PubMed ↗
Lab researchersAdnan CustovicJethro Herberg
- Gene-environment interactions shape cytokine-mediated inflammation and cardiovascular risk.PubMed ↗
Lab researcherDeclan O'Regan
- Learning efficient non-rigid registration in k-space for accelerated Magnetic Resonance Imaging.PubMed ↗
Lab researcherDaniel Rueckert
- Current research landscape and future prospects of in silico modeling approaches for atopic dermatitis.PubMed ↗
Lab researcherReiko Tanaka
- Pooled two-cohort MRI body composition phenotyping with open-source deep learning.PubMed ↗
Lab researcherDaniel Rueckert
- AI-Driven Workflow for Automated Colorimetric Isothermal Amplification for Robust Pathogen Detection on Portable Devices.PubMed ↗
Lab researchersPantelis GeorgiouAlison Holmes
- Lesion-Centered Functional Trajectories Reveal Early Retinal Sensitivity Decline in Intermediate Age-Related Macular Degeneration: PINNACLE Study Report 15.PubMed ↗
Lab researcherDaniel Rueckert
- Label-free biochemical imaging and time point analysis of neural organoids via deep learning-enhanced Raman microspectroscopy.PubMed ↗
Lab researchersMauricio BarahonaMolly Stevens
- Multimodal graph-based classification of esophageal motility disorders.PubMed ↗
Lab researcherDaniel Rueckert
- Computational models show that functional remodeling, not anatomy, reshapes physiological determinants of cardiac performance in hypertrophic cardiomyopathy.PubMed ↗
Lab researcherDeclan O'Regan
- Promises and limitations of deep learning for predicting knee osteoarthritis progression from medical imaging: A systematic review.PubMed ↗
Lab researcherDaniel Rueckert
- Generalist foundation models from a multimodal dataset for 3D computed tomography.PubMed ↗
Lab researcherBernhard Kainz
- Artificial intelligence-enhanced electrocardiography for the prediction of future type 2 diabetes mellitus: a model-development and multicentre validation study.PubMed ↗
Lab researchersDeclan O'ReganNicholas Peters
- Optimization and External Validation of a Deep Learning Model for Segmentation and Quantification of Traumatic Brain Injury Lesions on Head Computed Tomography.PubMed ↗
Lab researcherBen Glocker
Clinical-trial records
Health-AI trials that PubMed links to one of the lab’s papers.