René Hosch

AI-Assisted X-ray Fracture Detection in Residency Training: Evaluation in Pediatric and Adult Trauma Patients

2024 · 26 Zit. · Diagnostics

SAROS: A dataset for whole-body region and organ segmentation in CT imaging

2024 · 13 Zit. · Scientific Data

From admission to discharge: a systematic review of clinical natural language processing along the patient journey

2024 · 12 Zit. · BMC Medical Informatics and Decision Making

From BERT to generative AI - Comparing encoder-only vs. large language models in a cohort of lung cancer patients for named entity recognition in unstructured medical reports

2025 · 12 Zit. · Computers in Biology and Medicine

An automated information extraction model for unstructured discharge letters using large language models and GPT-4

2025 · 8 Zit. · Healthcare Analytics

Exchange of Quantitative Computed Tomography Assessed Body Composition Data Using Fast Healthcare Interoperability Resources as a Necessary Step Toward Interoperable Integration of Opportunistic Screening Into Clinical Practice: Methodological Development Study

2025 · 5 Zit. · Journal of Medical Internet Research

A Transformer-Based Pipeline for German Clinical Document De-Identification

2025 · 4 Zit. · Applied Clinical Informatics

Using a Diverse Test Suite to Assess Large Language Models on Fast Health Care Interoperability Resources Knowledge: Comparative Analysis

2025 · 3 Zit. · Journal of Medical Internet Research

Why does my medical AI look at pictures of birds? Exploring the efficacy of transfer learning across domain boundaries

2025 · 3 Zit. · Computer Methods and Programs in Biomedicine

Understanding Surgical Complications in Clinical Text: Automated Clavien–Dindo Grading using a Zero-Shot Large Language Model Approach in a Collective of Liver Surgery Patients (Preprint)

2026 · 0 Zit.

Exchange of Quantitative Computed Tomography Assessed Body Composition Data Using Fast Healthcare Interoperability Resources as a Necessary Step Toward Interoperable Integration of Opportunistic Screening Into Clinical Practice: Methodological Development Study (Preprint)

2024 · 0 Zit.

MumbleMED: An End-to-End Framework for Fine-Tuning Automatic Speech Recognition Models to Medical Language using Large Language and Text-To-Speech Models (Preprint)

2026 · 0 Zit.