Konstantinos Margetis

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 20

Top Topics

Machine Learning

Computed Tomography

Medical Education

Top Venues

Global spine journal

JMIR formative research

Neuro-oncology advances

This page only lists publications with an associated author ORCID identifier.

Publications

Mert Karabacak, Pemla Jagtiani, Long Di, Ashish H Shah, Ricardo J Komotar, Konstantinos Margetis
Advancing precision prognostication in neuro-oncology: Machine learning models for data-driven personalized survival predictions in IDH-wildtype glioblastoma. Neuro-oncology advances 6 (1) (2024)
Mert Karabacak, Pemla Jagtiani, Carl Moritz Zipser, Lindsay Tetreault, Benjamin Marshall Davies, Konstantinos Margetis
Mapping the Degenerative Cervical Myelopathy Research Landscape: Topic Modeling of the Literature. Global spine journal (2024)
Alvaro Yanez Touzet, Tanzil Rujeedawa, Colin Fraser Munro, Konstantinos Margetis, Benjamin Marshall Davies
Machine Learning and Symptom Patterns in Degenerative Cervical Myelopathy: Web-Based Survey Study. JMIR formative research 8 (2024)
Alvaro Yanez Touzet, Tanzil Rujeedawa, Colin Fraser Munro, Konstantinos Margetis, Benjamin Marshall Davies
Machine Learning and Symptom Patterns in Degenerative Cervical Myelopathy: Web-Based Survey Study. JMIR formative research 8 (2024)
Alvaro Yanez Touzet, Tanzil Rujeedawa, Colin Fraser Munro, Konstantinos Margetis, Benjamin Marshall Davies
Machine Learning and Symptom Patterns in Degenerative Cervical Myelopathy: Web-Based Survey Study. JMIR formative research 8 (2024)
Stavrous Matsoukas, Carl Moritz Zipser, Freschta Zipser-Mohammadzada, Najmeh Kheram, Andrea Boraschi, Zhilin Jiang, Lindsay Tetreault, Michael G Fehlings, Benjamin Marshall Davies, Konstantinos Margetis
Scoping Review with Topic Modeling on the Diagnostic Criteria for Degenerative Cervical Myelopathy. Global spine journal 14 (7) (2024)
Pemla Jagtiani, Mert Karabacak, Matthew T Carr, Zeynep Bahadir, Peter F Morgenstern, Konstantinos Margetis
Exploring Pediatric Vertebral, Sacral, and Pelvic Osteosarcomas through the NCDB: Demographics, Treatment Utilization, and Survival Outcomes. Children (Basel, Switzerland) 11 (8) (2024)
Stavrous Matsoukas, Carl Moritz Zipser, Freschta Zipser-Mohammadzada, Najmeh Kheram, Andrea Boraschi, Zhilin Jiang, Lindsay Tetreault, Michael G Fehlings, Benjamin Marshall Davies, Konstantinos Margetis
Scoping Review with Topic Modeling on the Diagnostic Criteria for Degenerative Cervical Myelopathy. Global spine journal (2024)
Mert Karabacak, Pemla Jagtiani, Long Di, Ashish H Shah, Ricardo J Komotar, Konstantinos Margetis
Advancing precision prognostication in neuro-oncology: Machine learning models for data-driven personalized survival predictions in IDH-wildtype glioblastoma. Neuro-oncology advances 6 (1) (2024)
Pemla Jagtiani, Mert Karabacak, Arthur L Jenkins, Konstantinos Margetis
Cervical laminoplasty versus laminectomy and fusion: An umbrella review of postoperative outcomes. Neurosurgical review 47 (1) (2023)
Burak Berksu Ozkara, Mert Karabacak, Konstantinos Margetis, Vivek Srikar Yedavalli, Max Wintermark, Sotirios Bisdas
Assessment of Computed Tomography Perfusion Research Landscape: A Topic Modeling Study. Tomography (Ann Arbor, Mich.) 9 (6) (2023)
Mert Karabacak, Alexander J Schupper, Matthew T Carr, Zachary L Hickman, Konstantinos Margetis
From Text to Insight: A Natural Language Processing-Based Analysis of Topics and Trends in Neurosurgery. Neurosurgery (2023)
Mert Karabacak, Konstantinos Margetis
Development of personalized machine learning-based prediction models for short-term postoperative outcomes in patients undergoing cervical laminoplasty. European spine journal : official publication of the European Spine Society, the European Spinal Deformity Society, and the European Section of the Cervical Spine Research Society (2023)
Mert Karabacak, Konstantinos Margetis
Interpretable machine learning models to predict short-term postoperative outcomes following posterior cervical fusion. PloS one 18 (7) (2023)
Zhilin Jiang, Benjamin Marshall Davies, Carl Zipser, Konstantinos Margetis, Allan Martin, Stavros Matsoukas, Freschta Zipser-Mohammadzada, Najmeh Kheram, Andrea Boraschi, Elina Zakin, Oke Righteous Obadaseraye, Michael G Fehlings, Jamie Wilson, Ratko Yurac, Chad E Cook, Jamie Milligan, Julia Tabrah, Shirley Widdop, Lianne Wood, Elizabeth A Roberts, Tanzil Rujeedawa, Lindsay Tetreault, null null
The value of Clinical signs in the diagnosis of Degenerative Cervical Myelopathy - A Systematic review and Meta-analysis. Global spine journal (2023)
Mert Karabacak, Konstantinos Margetis
A Machine Learning-Based Online Prediction Tool for Predicting Short-Term Postoperative Outcomes Following Spinal Tumor Resections. Cancers 15 (3) (2023)
Mert Karabacak, Konstantinos Margetis
A Machine Learning-Based Online Prediction Tool for Predicting Short-Term Postoperative Outcomes Following Spinal Tumor Resections. Cancers 15 (3) (2023)
Mert Karabacak, Pemla Jagtiani, Alejandro Carrasquilla, Isabelle M Germano, Konstantinos Margetis
Prognosis Individualized: Survival predictions for WHO grade II and III gliomas with a machine learning-based web application. NPJ digital medicine 6 (1) (2023)
Zhilin Jiang, Benjamin Marshall Davies, Carl Zipser, Konstantinos Margetis, Allan Martin, Stavros Matsoukas, Freschta Zipser-Mohammadzada, Najmeh Kheram, Andrea Boraschi, Elina Zakin, Oke Righteous Obadaseraye, Michael G Fehlings, Jamie Wilson, Ratko Yurac, Chad E Cook, Jamie Milligan, Julia Tabrah, Shirley Widdop, Lianne Wood, Elizabeth A Roberts, Tanzil Rujeedawa, Lindsay Tetreault, null null
The Frequency of Symptoms in Patients With a Diagnosis of Degenerative Cervical Myelopathy: Results of a Scoping Review. Global spine journal (2023)
Mert Karabacak, Burak Berksu Ozkara, Konstantinos Margetis, Max Wintermark, Sotirios Bisdas
The Advent of Generative Language Models in Medical Education. JMIR medical education 9 (2023)