Julian Varghese - Publications

Generalization of ML Models Between ECG and VCG Representation.

Journal: Studies in health technology and informatics

Published: May 23, 2026

Architecture-Specific Impact of Preprocessing on Machine Learning Models for ECG Classification.

Journal: Studies in health technology and informatics

Published: May 23, 2026

DicomShield: A Pseudonymization Proxy for the Secondary Use of Imaging Data in the Research Context.

Journal: Studies in health technology and informatics

Published: May 23, 2026

Response to 'promising advances and remaining challenges in AI-driven QTc estimation' by Zekai Yu.

Journal: Europace : European pacing, arrhythmias, and cardiac electrophysiology : journal of the working groups on cardiac pacing, arrhythmias, and cardiac cellular electrophysiology of the European Society of Cardiology

Published: March 24, 2026

The Rlign algorithm for enhanced electrocardiogram analysis through heart rate-corrected ECG alignment for explainable classification and clustering.

Journal: European heart journal. Digital health

Published: October 20, 2025

Molecular variants, clonal evolution and clinical relevance in pediatric and adult T-cell lymphoblastic neoplasia.

Journal: Blood cancer journal

Published: October 16, 2025

Implementation and User Evaluation of an On-Premise Large Language Model in a German University Hospital Setting: Cross-Sectional Survey.

Journal: JMIR AI

Published: September 18, 2025

Towards a FHIR Specification for Research in Ophthalmology: Designing the EyeMatics Core Data Set for Multi-Centric Data Integration.

Journal: Studies in health technology and informatics

Published: September 03, 2025

End-to-End Platform for Electrocardiogram Analysis and Model Fine-Tuning: Development and Validation Study.

Journal: Journal of medical Internet research

Published: July 23, 2025

QTcNet: a deep learning model for direct heart rate corrected QT interval estimation.

Journal: Europace : European pacing, arrhythmias, and cardiac electrophysiology : journal of the working groups on cardiac pacing, arrhythmias, and cardiac cellular electrophysiology of the European Society of Cardiology

Published: July 23, 2025

Multi-target fluorescence staining of bacteria smears enables rapid machine learning-assisted species classification.

Journal: mLife

Published: June 03, 2025

Integrating 68Ga-PSMA-11 PET/CT with Clinical Risk Factors for Enhanced Prostate Cancer Progression Prediction.

Journal: Cancers

Published: May 30, 2025