Felix Nensa

Explainable AI in medical imaging: An overview for clinical practitioners – Beyond saliency-based XAI approaches

2023 · 163 Zit. · European Journal of Radiology

Explainable AI in medical imaging: An overview for clinical practitioners – Saliency-based XAI approaches

2023 · 127 Zit. · European Journal of Radiology

Joint Imaging Platform for Federated Clinical Data Analytics

2020 · 70 Zit. · JCO Clinical Cancer Informatics

Mimicking the radiologists’ workflow: Estimating pediatric hand bone age with stacked deep neural networks

2020 · 49 Zit. · Medical Image Analysis

Ossification area localization in pediatric hand radiographs using deep neural networks for object detection

2018 · 29 Zit. · PLoS ONE

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

2024 · 24 Zit. · Diagnostics

The future of radiology: The path towards multimodal AI and superdiagnostics

2025 · 17 Zit. · European Journal of Radiology Artificial Intelligence

Current State of Community-Driven Radiological AI Deployment in Medical Imaging

2024 · 16 Zit. · JMIR AI

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

2024 · 13 Zit. · Scientific Data

Deep Learning–driven classification of external DICOM studies for PACS archiving

2022 · 12 Zit. · European Radiology

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

2024 · 10 Zit. · BMC Medical Informatics and Decision Making

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

2025 · 7 Zit. · Healthcare Analytics

FHIR-Former: enhancing clinical predictions through Fast Healthcare Interoperability Resources and large language models

2025 · 5 Zit. · Journal of the American Medical Informatics Association

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

Closing the loop for AI-ready radiology

2023 · 4 Zit. · RöFo - Fortschritte auf dem Gebiet der Röntgenstrahlen und der bildgebenden Verfahren