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.
- Directional Confusions Reveal Divergent Inductive Biases Through Rate-Distortion Geometry in Human and Machine Vision.PubMed ↗
Lab researcherPedro Mediano
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- Development and validation of a versatile foundation model for cine cardiac magnetic resonance image analysis.PubMed ↗
Lab researcherWenjia Bai
- OCT-based AI-assisted phenotyping of intermediate AMD in the prospective PINNACLE trial: PINNACLE Study Report 9.PubMed ↗
Lab researcherDaniel Rueckert
- Robust fine-grained echocardiographic view classification with supervised contrastive learning.PubMed ↗
Lab researcherDarrel Francis
- Combinatorial prediction of therapeutic perturbations using causally inspired neural networks.PubMed ↗
Lab researcherKirill Veselkov
- The definition of response and inadequate response to topical corticosteroid treatment in atopic dermatitis and related skin inflammatory diseases: A GA2LEN ADCARE statement paper.PubMed ↗
Lab researcherAdnan Custovic
- 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
- PubMed ↗
- PubMed ↗
- VIBESegmentator: full body MRI segmentation for the NAKO and UK Biobank.PubMed ↗
Lab researcherDaniel Rueckert
- Convergent transcriptomic and connectomic controllers of information integration and its anaesthetic breakdown across mammalian brains.PubMed ↗
Lab researcherPedro Mediano
- Ageing does not impair motor neuron adaptations: comparable motor unit responses to strength training in young and older adults.PubMed ↗
Lab researcherDario Farina
- 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
- AI-Enhanced Conversational Agents for Personalized Asthma Support in People With Asthma: Factors for Engagement, Value, and Efficacy in a Cross-Sectional Survey Study.PubMed ↗
Lab researcherRafael Calvo
- Automated opportunistic cardiovascular risk assessment in non-small cell lung cancer patients on routine chest CT using an optimised nnU-net framework.PubMed ↗
Lab researcherDeclan O'Regan
- Harnessing Phase Separation for the Development of High-Performance Hydrogels.PubMed ↗
Lab researcherMolly Stevens
- Artificial intelligence and infectious disease diagnostics: state of the art and future perspectives.PubMed ↗
Lab researchersEric AboagyeAlison Holmes
- A Label-Free Hyperspectral Imaging Device for Ex Vivo Characterization and Grading of Meningioma Tissues.PubMed ↗
Lab researcherDaniel Rueckert
- Image based artificial intelligence-enhanced electrocardiogram prediction of incident atrial fibrillation.PubMed ↗
Lab researcherNicholas Peters
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Clinical-trial records
Health-AI trials that PubMed links to one of the lab’s papers.