Aymen Meddeb

Evaluation metrics in medical imaging AI: fundamentals, pitfalls, misapplications, and recommendations

2025 · 28 Zit. · European Journal of Radiology Artificial Intelligence

Evaluating local open-source large language models for data extraction from unstructured reports on mechanical thrombectomy in patients with ischemic stroke

2024 · 22 Zit. · Journal of NeuroInterventional Surgery

Evaluation of a Deep Learning Algorithm for Automated Spleen Segmentation in Patients with Conditions Directly or Indirectly Affecting the Spleen

2021 · 15 Zit. · Tomography

Open-source Large Language Models can Generate Labels from Radiology Reports for Training Convolutional Neural Networks

2025 · 12 Zit. · Academic Radiology

Artificial intelligence in radiology: A comparative analysis of reimbursement and regulatory developments in the US and EU

2025 · 2 Zit. · European Journal of Radiology Artificial Intelligence

Real-world clinical impact of three commercial AI algorithms on musculoskeletal radiography interpretation: A prospective crossover reader study

2025 · 2 Zit. · International Journal of Medical Informatics

Automated MRI protocoling in neuroradiology in the era of large language models

2025 · 2 Zit. · La radiologia medica

PARROT, an open multilingual radiology reports dataset

2025 · 2 Zit. · European Journal of Radiology Artificial Intelligence

Evaluating the diagnostic accuracy of vision language models for neuroradiological image interpretation

2025 · 1 Zit. · npj Digital Medicine

Comparing performance of seven fine-tuned open-source large language models in summarizing and predicting outcome-relevant information from mechanical thrombectomy reports in patients with acute ischemic stroke

2025 · 1 Zit. · European Radiology

More Harm than Help? Evaluating the Capabilities of Vision-Language Models in Neurological Image Analysis

2025 · 0 Zit.

More Harm than Help? Evaluating the Capabilities of Vision-Language Models in Neurological Image Analysis

2025 · 0 Zit. · Research Square