Holger R. Roth - Publications

LUMEN: LONGITUDINAL MULTI-MODAL RADIOLOGY MODEL FOR PROGNOSIS AND DIAGNOSIS.

Journal: Proceedings. IEEE International Symposium on Biomedical Imaging

Published: June 15, 2026

Federated Learning in Healthcare: From Research to Real-World Deployment.

Journal: Annual review of biomedical engineering

Published: January 21, 2026

End-to-End Spatiotemporal Analysis of Color Doppler Echocardiograms: Application for Rheumatic Heart Disease Detection.

Journal: IEEE transactions on medical imaging

Published: September 29, 2025

Artificial intelligence for early detection of pancreatic cancer in prediagnostic and diagnostic computed tomography examinations: A multicenter retrospective case-control study.

Journal: Diagnostic and interventional imaging

Published: September 14, 2025

A Pragmatic Framework for Federated Learning Risk and Governance in Academic Medical Centers.

Journal: JMIR AI

Published: July 02, 2025

Super-Field MRI Synthesis for Infant Brains Enhanced by Dual Channel Latent Diffusion.

Journal: Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention

Published: April 29, 2025

Overview of real-world applications of federated learning with NVIDIA FLARE.

Journal: Journal of biopharmaceutical statistics

Published: February 03, 2025

Toward a tipping point in federated learning in healthcare and life sciences.

Journal: Patterns (New York, N.Y.)

Published: November 21, 2024

Early prognostication of overall survival for pediatric diffuse midline gliomas using MRI radiomics and machine learning: A two-center study.

Journal: Neuro-oncology advances

Published: July 19, 2024

Deep Learning-Based Localization and Detection of Malpositioned Nasogastric Tubes on Portable Supine Chest X-Rays in Intensive Care and Emergency Medicine: A Multi-center Retrospective Study.

Journal: Journal of imaging informatics in medicine

Published: April 22, 2024

Automated prostate gland segmentation in challenging clinical cases: comparison of three artificial intelligence methods.

Journal: Abdominal radiology (New York)

Published: December 17, 2023

Automatic Visual Acuity Loss Prediction in Children with Optic Pathway Gliomas using Magnetic Resonance Imaging.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: December 12, 2023