Royal College of Surgeons in Ireland

Current Challenges and Future Opportunities for XAI in Machine Learning-Based Clinical Decision Support Systems: A Systematic Review

Anna Markella Antoniadi, Yuhan Du, Yasmine Guendouz et al.

2021 · 565 Zit.

Peering Into the Black Box of Artificial Intelligence: Evaluation Metrics of Machine Learning Methods

Guy Handelman, Hong Kuan Kok, Ronil V. Chandra et al.

2018 · 409 Zit.

Using Artificial Intelligence in Infection Prevention

Fidelma Fitzpatrick, Aaron Doherty, Gerard Lacey

2020 · 96 Zit.

Artificial Intelligence (AI) – Powered Documentation Systems in Healthcare: A Systematic Review

Aisling Bracken, Clodagh Reilly, Aoife Feeley et al.

2025 · 59 Zit.

The diagnostic and prognostic value of artificial intelligence and artificial neural networks in spinal surgery

Jake McDonnell, Shane Evans, Laura McCarthy et al.

2021 · 24 Zit.

What GDPR and the Health Research Regulations (HRRs) mean for Ireland: “explicit consent”—a legal analysis

Mary Kirwan, Blanaid Mee, Niamh Clarke et al.

2020 · 21 Zit.

Prognosticating outcome using magnetic resonance imaging in patients with moderate to severe traumatic brain injury: a machine learning approach

Mariem El Saeed Mohamed, Mariem El Saeed Mohamed, Alexander Alamri et al.

2022 · 17 Zit.

What GDPR and the Health Research Regulations (HRRs) mean for Ireland: a research perspective

Blanaid Mee, Mary Kirwan, Niamh Clarke et al.

2020 · 17 Zit.

NeuroVerse: neurosurgery in the era of Metaverse and other technological breakthroughs

Mrinmoy Kundu, Jyi Cheng Ng, Wireko Andrew Awuah et al.

2023 · 16 Zit.

The future of AI clinicians: assessing the modern standard of chatbots and their approach to diagnostic uncertainty

Ryan S. Huang, Ali Benour, Joel Kemppainen et al.

2024 · 11 Zit.

Cocreating an Automated mHealth Apps Systematic Review Process With Generative AI: Design Science Research Approach

Guido Giunti, Colin P. Doherty

2024 · 11 Zit.

Prospective Applications of Artificial Intelligence In Fetal Medicine: A Scoping Review of Recent Updates

Elhadi Miskeen, Jaber Alfaifi, Dalal Mohammed Alhuian et al.

2025 · 10 Zit.

Harnessing artificial intelligence to bridge the neurosurgery gap in low-income and middle-income countries

Wireko Andrew Awuah, Jacob Kalmanovich, Aashna Mehta et al.

2022 · 9 Zit.

Predicting Outcomes Following Endovascular Abdominal Aortic Aneurysm Repair Using Machine Learning

Ben Li, Raj Verma, Derek Beaton et al.

2023 · 9 Zit.

Predicting overall survival in anaplastic thyroid cancer using machine learning approaches

Arnavaz Hajizadeh Barfejani, Mohammadreza Rostami, Mohammad Rahimi et al.

2024 · 8 Zit.