Karim Lekadir

A Perspective on Explainable Artificial Intelligence Methods: SHAP and LIME

2024 · 541 Zit. · Advanced Intelligent Systems

FUTURE-AI: international consensus guideline for trustworthy and deployable artificial intelligence in healthcare

2025 · 274 Zit. · BMJ

Data preparation for artificial intelligence in medical imaging: A comprehensive guide to open-access platforms and tools

2021 · 140 Zit. · Physica Medica

Explainable Artificial Intelligence and Cardiac Imaging: Toward More Interpretable Models

2023 · 91 Zit. · Circulation Cardiovascular Imaging

Data synthesis and adversarial networks: A review and meta-analysis in cancer imaging

2022 · 75 Zit. · Medical Image Analysis

Data infrastructures for AI in medical imaging: a report on the experiences of five EU projects

2023 · 75 Zit. · European Radiology Experimental

To do no harm — and the most good — with AI in health care

2024 · 69 Zit. · Nature Medicine

Generalisability of fetal ultrasound deep learning models to low-resource imaging settings in five African countries

2023 · 47 Zit. · Scientific Reports

A review of evaluation approaches for explainable AI with applications in cardiology

2024 · 45 Zit. · Artificial Intelligence Review

medigan: a Python library of pretrained generative models for medical image synthesis

2023 · 41 Zit. · Journal of Medical Imaging

FUTURE-AI: International consensus guideline for trustworthy and deployable artificial intelligence in healthcare

2023 · 38 Zit. · arXiv (Cornell University)

Clinician's guide to trustworthy and responsible artificial intelligence in cardiovascular imaging

2022 · 34 Zit. · Frontiers in Cardiovascular Medicine

Considerations for artificial intelligence clinical impact in oncologic imaging: an AI4HI position paper

2022 · 32 Zit. · Insights into Imaging

Trust, Trustworthiness, and the Future of Medical AI: Outcomes of an Interdisciplinary Expert Workshop

2025 · 22 Zit. · Journal of Medical Internet Research

Documenting the de-identification process of clinical and imaging data for AI for health imaging projects

2024 · 18 Zit. · Insights into Imaging