Sitemap

A compact map of the public site structure.

Use this page for a quick route into research, publications, writing, talks, and utility pages. Machine-readable feeds are linked at the bottom.

Talks

Speaking archive

From Risk Scores to Agents: What "AI" Really Means in Nephrology2026Forecasting ICU Acute Kidney Injury with Actionable Lead Time Using Interpretable Machine Learning: Development and Multi-Center Validation2026Generative Echocardiography from ECG and Clinical Context: Uncertainty-Aware Synthesis of a Full 9-View Echo Study2026CheXGPT: A Multimodal Reasoning Language Model for Chest X-Ray Labelling and Report Generation2026Chest X-Ray-Predicted Age as a Biomarker for Mortality: Development and Validation of a Deep Learning Model2026CardioAtlas: An Evidence-Grounded, Multimodal Agentic AI Co-Pilot for Cardiologists2026Multimodal Deep Learning Model to Differentiate Viral from Bacterial Pneumonia Using CXR and Early Clinical Data2026Does Refined Iron Deficiency Classification Improve Risk Prediction in Congestive Heart Failure? A Retrospective Cohort Study2025The Impact of Chronic Anticoagulation on ICU Outcomes in Ischemic Stroke Patients: A Retrospective Cohort Analysis from MIMIC-IV2025GPU-Accelerated Real-Time Prediction of Critical Complications in MI Patients Using Multi-Modal AI: A Novel Continuous Early Warning System2025Multi-Modal AI for Predicting Echocardiographic Parameters: Transforming Cardiac Assessment with ECG and Vital Signs2025Dynamic Prediction of Mortality in ACS Patients2025A Novel and Contemporary Machine-Learning Based Score to Assess Bleeding in AF Patients Undergoing OAC Treatment2024The Effect of NPIs on 17 Notifiable Infectious Diseases in Poland2023Exophiala dermatitidis: A Case Report of a Rare Fungal Infection2023