Konstantinos Margetis

The Advent of Generative Language Models in Medical Education

2023 · 197 Zit. · JMIR Medical Education

Embracing Large Language Models for Medical Applications: Opportunities and Challenges

2023 · 193 Zit. · Cureus

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

2024 · 177 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 · 13 Zit. · Frontiers in Medicine

From Text to Insight: A Natural Language Processing-Based Analysis of Topics and Trends in Neurosurgery

2023 · 12 Zit. · Neurosurgery

Precision medicine for traumatic cervical spinal cord injuries: accessible and interpretable machine learning models to predict individualized in-hospital outcomes

2023 · 12 Zit. · The Spine Journal

Advancing personalized prognosis in atypical and anaplastic meningiomas through interpretable machine learning models

2023 · 10 Zit. · Journal of Neuro-Oncology

Machine learning models on a web application to predict short-term postoperative outcomes following anterior cervical discectomy and fusion

2024 · 10 Zit. · BMC Musculoskeletal Disorders

Machine Learning-Based Prediction of Short-Term Adverse Postoperative Outcomes in Cervical Disc Arthroplasty Patients

2023 · 8 Zit. · World Neurosurgery

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

Data-Driven Prognostication in Distal Medium Vessel Occlusions Using Explainable Machine Learning

2024 · 7 Zit. · American Journal of Neuroradiology

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

2025 · 5 Zit. · Journal of Medical Artificial Intelligence

Trends in stroke-related journals: Examination of publication patterns using topic modeling

2024 · 3 Zit. · Journal of Stroke and Cerebrovascular Diseases