Konstantinos Margetis

The Advent of Generative Language Models in Medical Education

2023 · 190 Zit. · JMIR Medical Education

Embracing Large Language Models for Medical Applications: Opportunities and Challenges

2023 · 183 Zit. · Cureus

Large language models in patient education: a scoping review of applications in medicine

2024 · 136 Zit. · Frontiers in Medicine

Interpretable machine learning models to predict short-term postoperative outcomes following posterior cervical fusion

2023 · 31 Zit. · PLoS ONE

Prognosis Individualized: Survival predictions for WHO grade II and III gliomas with a machine learning-based web application

2023 · 28 Zit. · npj Digital Medicine

Navigating the potential and pitfalls of large language models in patient-centered medication guidance and self-decision support

2025 · 8 Zit. · Frontiers in Medicine

Performance of Radiomics-based machine learning and deep learning-based methods in the prediction of tumor grade in meningioma: a systematic review and meta-analysis

2025 · 8 Zit. · Neurosurgical Review

A concise framework for fairness: navigating disparate impact in healthcare AI

2025 · 4 Zit. · Journal of Medical Artificial Intelligence

Simplifying synthesis of the expanding glioblastoma literature: a topic modeling approach

2024 · 4 Zit. · Journal of Neuro-Oncology

Personalized Prognosis with Machine Learning Models for Predicting In-Hospital Outcomes Following Intracranial Meningioma Resections

2023 · 3 Zit. · World Neurosurgery

The Advent of Generative Language Models in Medical Education (Preprint)

2023 · 1 Zit.

A User-Friendly Web Application for Predicting Outcomes in Patients with Acute Traumatic Subdural Hematoma Using Machine Learning Algorithms

2023 · 0 Zit. · SSRN Electronic Journal

A Concise Framework for Fairness: Navigating Disparate Impact in Healthcare AI (Preprint)

2024 · 0 Zit.