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
- Detection of previous knee injuries using lower limb-worn inertial measurement units: A cross-sectional machine-learning study.PubMed ↗
Lab researcherDaniel Rueckert
- Learning efficient non-rigid registration in k-space for accelerated Magnetic Resonance Imaging.PubMed ↗
Lab researcherDaniel Rueckert
- Pooled two-cohort MRI body composition phenotyping with open-source deep learning.PubMed ↗
Lab researcherDaniel Rueckert
- Lesion-Centered Functional Trajectories Reveal Early Retinal Sensitivity Decline in Intermediate Age-Related Macular Degeneration: PINNACLE Study Report 15.PubMed ↗
Lab researcherDaniel Rueckert
- Multimodal graph-based classification of esophageal motility disorders.PubMed ↗
Lab researcherDaniel Rueckert
- Promises and limitations of deep learning for predicting knee osteoarthritis progression from medical imaging: A systematic review.PubMed ↗
Lab researcherDaniel Rueckert
- Simultaneous multi-slice Cardiac Diffusion Tensor Imaging with variable CAIPIRINHA shifts and artefact-aware AI.PubMed ↗
Lab researchersSonia Nielles-VallespinDaniel Rueckert
- A deep-learning framework reveals whole-body perturbations at cell level.PubMed ↗
Lab researcherDaniel Rueckert
- PubMed ↗
- Longitudinal Language-Model Reasoning Enables Automated Labeling of Lung Cancer Recurrence from Unstructured Clinical Records.PubMed ↗
Lab researcherDaniel Rueckert
- OCT-based AI-assisted phenotyping of intermediate AMD in the prospective PINNACLE trial: PINNACLE Study Report 9.PubMed ↗
Lab researcherDaniel Rueckert
- The Ischemic Stroke Lesion Segmentation Challenge (ISLES)'24 Dataset: A Multimodal Stroke Imaging Dataset with Hyperacute CT, Acute Postinterventional MRI, and 3-month Clinical Outcomes.PubMed ↗
Lab researcherDaniel Rueckert
- VIBESegmentator: full body MRI segmentation for the NAKO and UK Biobank.PubMed ↗
Lab researcherDaniel Rueckert
- Deep learning of wrist accelerometry from UK Biobank data identifies early movement signatures of knee osteoarthritis up to 5 years before diagnosis.PubMed ↗
Lab researcherDaniel Rueckert
- A Label-Free Hyperspectral Imaging Device for Ex Vivo Characterization and Grading of Meningioma Tissues.PubMed ↗
Lab researcherDaniel Rueckert
- PISCO: Self-supervised k-space regularization for improved neural implicit k-space representations of dynamic MRI.PubMed ↗
Lab researcherDaniel Rueckert
- Multi-Frame Image Registration for Automated Ventricular Function Assessment in Single Breath-Hold Cine MRI Using Limited Labels.PubMed ↗
Lab researcherDaniel Rueckert
- Comparative validation of surgical phase recognition, instrument keypoint estimation, and instrument instance segmentation in endoscopy: Results of the PhaKIR 2024 challenge.PubMed ↗
Lab researcherDaniel Rueckert
Clinical-trial records
Health-AI trials that PubMed links to one of the lab’s papers.