Publications by authors named "Julius Kernbach"

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Robust Brain Extraction Tool for Nonenhanced CT and CT Angiography: CTA-BET.
Mustafa Ahmed Mahmutoglu, Aditya Rastogi, Yeong Chul Yun, Sanya Middha, Julius Kernbach

Radiol Artif Intell· January 2026

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Multimodality mapping of immunotherapy distribution as a predictive marker in glioma.
Jonas G Scheck, Berin Boztepe, Julius M Kernbach, Kianush Karimian-Jazi, Lennart Heinz

Neuro Oncol· December 2025

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Enhancing decision-making in glioblastoma surgery through an explainable human-AI collaboration: an international multicenter model development and external validation study.
Julius M Kernbach, Urte Schroeder, Karlijn Hakvoort, Jonas Ort, Hussam Hamou

NPJ Precis Oncol· November 2025

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DWI Reversibility in Acute Ischemic Stroke Due to Basilar Artery Occlusion Following Successful Recanalization.
Niclas Launhardt, Jessica Jesser, Dimah Hasan, Rebecca May, Omid Nikoubashman, Julius Kernbach

Clin Neuroradiol· September 2025

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Differentiating Glioma Recurrence and Pseudoprogression by APTw CEST MRI.
Kianush Karimian-Jazi, Noah Enbergs, Evgeny Golubtsov, Katharina Schregel, Johannes Ungermann, Julius M Kernbach

Invest Radiol· June 2025

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High peritumoral network connectedness in glioblastoma reveals a distinct epigenetic signature and is associated with decreased overall survival.
Kerstin Jütten, Jonas Ort, Julius M Kernbach, Anke Meyer-Baese, Uwe Meyer-Baese

Neuro Oncol· April 2025

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An unusual case of intracerebral hemorrhage: exploring the link with Sneddon's syndrome.
Elena Kabak, Jan Clusmann, Samira Abu Jhaisha, Philipp Hohlstein, Jule Adams, Julius Kernbach

Med Klin Intensivmed Notfmed· February 2024

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A critical moment in machine learning in medicine: on reproducible and interpretable learning.
Olga Ciobanu-Caraus, Anatol Aicher, Julius M Kernbach, Luca Regli, Carlo Serra

Acta Neurochir (Wien)· January 2024

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Bayesian stroke modeling details sex biases in the white matter substrates of aphasia.
Julius M Kernbach, Gesa Hartwigsen, Jae-Sung Lim, Hee-Joon Bae, Kyung-Ho Yu

Commun Biol· March 2023

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Meta-topologies define distinct anatomical classes of brain tumours linked to histology and survival.
Julius M Kernbach, Daniel Delev, Georg Neuloh, Hans Clusmann, Danilo Bzdok

Brain Commun· December 2022

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Pattern learning reveals brain asymmetry to be linked to socioeconomic status.
Timm B Poeppl, Emile Dimas, Katrin Sakreida, Julius M Kernbach, Ross D Markello

Cereb Cortex Commun· May 2022

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T-cell dysfunction in the glioblastoma microenvironment is mediated by myeloid cells releasing interleukin-10.
Vidhya M Ravi, Nicolas Neidert, Paulina Will, Kevin Joseph, Julian P Maier, Julius Kernbach

Nat Commun· February 2022

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Foundations of Machine Learning-Based Clinical Prediction Modeling: Part I-Introduction and General Principles.
Julius M Kernbach, Victor E Staartjes

Acta Neurochir Suppl· December 2021

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Foundations of Machine Learning-Based Clinical Prediction Modeling: Part II-Generalization and Overfitting.
Julius M Kernbach, Victor E Staartjes

Acta Neurochir Suppl· December 2021

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Foundations of Machine Learning-Based Clinical Prediction Modeling: Part III-Model Evaluation and Other Points of Significance.
Victor E Staartjes, Julius M Kernbach

Acta Neurochir Suppl· December 2021

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Foundations of Machine Learning-Based Clinical Prediction Modeling: Part IV-A Practical Approach to Binary Classification Problems.
Victor E Staartjes, Julius M Kernbach

Acta Neurochir Suppl· December 2021

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Foundations of Machine Learning-Based Clinical Prediction Modeling: Part V-A Practical Approach to Regression Problems.
Victor E Staartjes, Julius M Kernbach

Acta Neurochir Suppl· December 2021

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Foundations of Feature Selection in Clinical Prediction Modeling.
Victor E Staartjes, Julius M Kernbach, Vittorio Stumpo, Christiaan H B van Niftrik, Carlo Serra

Acta Neurochir Suppl· December 2021

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Dimensionality Reduction: Foundations and Applications in Clinical Neuroscience.
Julius M Kernbach, Jonas Ort, Karlijn Hakvoort, Hans Clusmann, Daniel Delev

Acta Neurochir Suppl· December 2021

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Introduction to Machine Learning in Neuroimaging.
Julius M Kernbach, Jonas Ort, Karlijn Hakvoort, Hans Clusmann, Georg Neuloh

Acta Neurochir Suppl· December 2021

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Machine Learning Algorithms in Neuroimaging: An Overview.
Vittorio Stumpo, Julius M Kernbach, Christiaan H B van Niftrik, Martina Sebök, Jorn Fierstra

Acta Neurochir Suppl· December 2021

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Machine Learning-Based Radiomics in Neuro-Oncology.
Felix Ehret, David Kaul, Hans Clusmann, Daniel Delev, Julius M Kernbach

Acta Neurochir Suppl· December 2021

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Foundations of Time Series Analysis.
Jonas Ort, Karlijn Hakvoort, Georg Neuloh, Hans Clusmann, Daniel Delev, Julius M Kernbach

Acta Neurochir Suppl· December 2021

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The Artificial Intelligence Doctor: Considerations for the Clinical Implementation of Ethical AI.
Julius M Kernbach, Karlijn Hakvoort, Jonas Ort, Hans Clusmann, Georg Neuloh

Acta Neurochir Suppl· December 2021

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The association of patient age with postoperative morbidity and mortality following resection of intracranial tumors.
Yang Yang, Anna M Zeitlberger, Marian C Neidert, Victor E Staartjes, Morgan Broggi, Julius M Kernbach

Brain Spine· October 2021

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