Mustafa A. Mahmutoglu

Heidelberg, BW, Germany

Last Updated: 09/26/2026

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Found 16 publications

Comorbidities in multiple sclerosis: acquired hepatocerebral degeneration mimicking disease progression.

Comorbidities in multiple sclerosis: acquired hepatocerebral degeneration mimicking disease progression.

Journal: Neurological sciences : official journal of the Italian Neurological Society and of the Italian Society of Clinical Neurophysiology

Published: February 17, 2026

Robust Brain Extraction Tool for Nonenhanced CT and CT Angiography: CTA-BET.

Robust Brain Extraction Tool for Nonenhanced CT and CT Angiography: CTA-BET.

Journal: Radiology. Artificial intelligence

Published: October 28, 2025

Risk factors for nonresolving neurological deficits after spinal meningioma surgery: an integrated clinical and volumetric analysis of 202 patients.

Risk factors for nonresolving neurological deficits after spinal meningioma surgery: an integrated clinical and volumetric analysis of 202 patients.

Journal: Journal of neurosurgery. Spine

Published: May 27, 2025

Histopathological and molecular characteristics of IDH-wildtype glioblastoma without contrast enhancement: Implications for clinical outcomes.

Histopathological and molecular characteristics of IDH-wildtype glioblastoma without contrast enhancement: Implications for clinical outcomes.

Journal: Neuro-oncology

Published: March 20, 2025

The potential of GPT-4 advanced data analysis for radiomics-based machine learning models.

The potential of GPT-4 advanced data analysis for radiomics-based machine learning models.

Journal: Neuro-oncology advances

Published: January 09, 2025

Optimizing MRI sequence classification performance: insights from domain shift analysis.

Optimizing MRI sequence classification performance: insights from domain shift analysis.

Journal: European radiology

Published: December 08, 2024

Addressing the Generalizability of AI in Radiology Using a Novel Data Augmentation Framework with Synthetic Patient Image Data: Proof-of-Concept and External Validation for Classification Tasks in Multiple Sclerosis.

Addressing the Generalizability of AI in Radiology Using a Novel Data Augmentation Framework with Synthetic Patient Image Data: Proof-of-Concept and External Validation for Classification Tasks in Multiple Sclerosis.

Journal: Radiology. Artificial intelligence

Published: October 16, 2024

Shape matters: unsupervised exploration of IDH-wildtype glioma imaging survival predictors.

Shape matters: unsupervised exploration of IDH-wildtype glioma imaging survival predictors.

Journal: European radiology

Published: March 16, 2024

Deep Learning-based Identification of Brain MRI Sequences Using a Model Trained on Large Multicentric Study Cohorts.

Deep Learning-based Identification of Brain MRI Sequences Using a Model Trained on Large Multicentric Study Cohorts.

Journal: Radiology. Artificial intelligence

Published: January 02, 2024

Cerebrospinal Fluid cfDNA Sequencing for Classification of Central Nervous System Glioma.

Cerebrospinal Fluid cfDNA Sequencing for Classification of Central Nervous System Glioma.

Journal: Clinical cancer research : an official journal of the American Association for Cancer Research

Published: September 25, 2023

Deep-learning-based reconstruction of undersampled MRI to reduce scan times: a multicentre, retrospective, cohort study.

Deep-learning-based reconstruction of undersampled MRI to reduce scan times: a multicentre, retrospective, cohort study.

Journal: The Lancet. Oncology

Published: September 06, 2023

Deep-learning based detection of vessel occlusions on CT-angiography in patients with suspected acute ischemic stroke.

Deep-learning based detection of vessel occlusions on CT-angiography in patients with suspected acute ischemic stroke.

Journal: Nature communications

Published: August 12, 2022

Showing 1-12 of 16

Last Updated: 09/26/2026