Muhammad Umair

Explainability, transparency and black box challenges of AI in radiology: impact on patient care in cardiovascular radiology

2024 · 126 Zit. · The Egyptian Journal of Radiology and Nuclear Medicine

Applications and challenges of artificial intelligence in diagnostic and interventional radiology

2022 · 58 Zit. · Polish Journal of Radiology

A Review of Applications of Machine Learning in Mammography and Future Challenges

2021 · 39 Zit. · Oncology

The ethical considerations including inclusion and biases, data protection, and proper implementation among AI in radiology and potential implications

2022 · 37 Zit. · Intelligence-Based Medicine

Generative Artificial Intelligence: Enhancing Patient Education in Cardiovascular Imaging

2023 · 11 Zit. · BJR|Open

Applications and implementation of generative artificial intelligence in cardiovascular imaging with a focus on ethical and legal considerations: what cardiovascular imagers need to know!

2024 · 6 Zit. · BJR|Artificial Intelligence

A perspective on AI implementation in medical imaging in LMICs: challenges, priorities, and strategies

2025 · 5 Zit. · European Radiology

From Echocardiography to CT/MRI: Lessons for AI Implementation in Cardiovascular Imaging in LMICs—A Systematic Review and Narrative Synthesis

2025 · 4 Zit. · Bioengineering

Ethical Considerations in Patient Privacy and Data Handling for AI in Cardiovascular Imaging and Radiology

2025 · 2 Zit. · Journal of Imaging Informatics in Medicine

Diagnostic Accuracy of an Offline CNN Framework Utilizing Multi-View Chest X-Rays for Screening 14 Co-Occurring Communicable and Non-Communicable Diseases

2025 · 0 Zit. · Preprints.org

Applying artificial intelligence to cardiac MRI to diagnose congenital heart disease in low-resource settings such as Sub-Saharan Africa

2025 · 0 Zit. · Communications Medicine