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Use this page for a quick route into research, publications, writing, talks, and utility pages. Machine-readable feeds are linked at the bottom.
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HomeProfile, research signals, writing, and collaboratorsResearchResearch overview, themes, programs, and impactPublication ArchiveFilterable publications and preprintsWritingEssays and technical notesTalksSpeaking archive and public materialsInterestsPersonal interests and seven favourite paintingsSelected ArtSeven favourite paintings with notes and provenance
Talks
Speaking archive
From Risk Scores to Agents: What "AI" Really Means in NephrologyForecasting ICU Acute Kidney Injury with Actionable Lead Time Using Interpretable Machine Learning: Development and Multi-Center ValidationGenerative Echocardiography from ECG and Clinical Context: Uncertainty-Aware Synthesis of a Full 9-View Echo StudyCheXGPT: A Multimodal Reasoning Language Model for Chest X-Ray Labelling and Report GenerationChest X-Ray-Predicted Age as a Biomarker for Mortality: Development and Validation of a Deep Learning ModelCardioAtlas: An Evidence-Grounded, Multimodal Agentic AI Co-Pilot for CardiologistsMultimodal Deep Learning Model to Differentiate Viral from Bacterial Pneumonia Using CXR and Early Clinical DataDoes Refined Iron Deficiency Classification Improve Risk Prediction in Congestive Heart Failure? A Retrospective Cohort StudyThe Impact of Chronic Anticoagulation on ICU Outcomes in Ischemic Stroke Patients: A Retrospective Cohort Analysis from MIMIC-IVGPU-Accelerated Real-Time Prediction of Critical Complications in MI Patients Using Multi-Modal AI: A Novel Continuous Early Warning SystemMulti-Modal AI for Predicting Echocardiographic Parameters: Transforming Cardiac Assessment with ECG and Vital SignsDynamic Prediction of Mortality in ACS PatientsA Novel and Contemporary Machine-Learning Based Score to Assess Bleeding in AF Patients Undergoing OAC TreatmentThe Effect of NPIs on 17 Notifiable Infectious Diseases in PolandExophiala dermatitidis: A Case Report of a Rare Fungal Infection
Utility