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OverviewA little introductionAboutThe person behind the workPortfolioResearch, projects & student workResearchMedicine meets machine learningWritingNotes, ideas & observationsTalksIdeas, shared out loudInterestsA life beyond the deskSelected ArtSeven paintings to return toContactStart a conversation
Talks
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Forecasting 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 DataTransparent AI-Based Early Warning for Acute Kidney Injury: Multi-Centre Validation with a 24-Hour Actionable HorizonChest X-Ray–Predicted Age as a Biomarker for Short- and Long-Term Mortality: Development and Validation of a Deep Learning ModelFrom Risk Scores to Agents: What "AI" Really Means in NephrologyDoes 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
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