Julius M. Kernbach

1.6k total citations
29 papers, 655 citations indexed

About

Julius M. Kernbach is a scholar working on Radiology, Nuclear Medicine and Imaging, Cognitive Neuroscience and Artificial Intelligence. According to data from OpenAlex, Julius M. Kernbach has authored 29 papers receiving a total of 655 indexed citations (citations by other indexed papers that have themselves been cited), including 13 papers in Radiology, Nuclear Medicine and Imaging, 10 papers in Cognitive Neuroscience and 9 papers in Artificial Intelligence. Recurrent topics in Julius M. Kernbach's work include Machine Learning in Healthcare (7 papers), Radiomics and Machine Learning in Medical Imaging (6 papers) and Functional Brain Connectivity Studies (6 papers). Julius M. Kernbach is often cited by papers focused on Machine Learning in Healthcare (7 papers), Radiomics and Machine Learning in Medical Imaging (6 papers) and Functional Brain Connectivity Studies (6 papers). Julius M. Kernbach collaborates with scholars based in Germany, United States and Switzerland. Julius M. Kernbach's co-authors include Victor E. Staartjes, Gottfried Schlaug, Danilo Bzdok, Christian Gaser, Lars Rogenmoser, B.T. Thomas Yeo, Avram J. Holmes, Gaël Varoquaux, Jonathan Smallwood and Bertrand Thirion and has published in prestigious journals such as Proceedings of the National Academy of Sciences, Nature Medicine and Nature Communications.

In The Last Decade

Julius M. Kernbach

25 papers receiving 645 citations

Peers

Countries citing papers authored by Julius M. Kernbach

Since Specialization

Citations

This map shows the geographic impact of Julius M. Kernbach's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Julius M. Kernbach with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Julius M. Kernbach more than expected).

Fields of papers citing papers by Julius M. Kernbach

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Julius M. Kernbach. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Julius M. Kernbach. The network helps show where Julius M. Kernbach may publish in the future.

Co-authorship network of co-authors of Julius M. Kernbach

This figure shows the co-authorship network connecting the top 25 collaborators of Julius M. Kernbach. A scholar is included among the top collaborators of Julius M. Kernbach based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Julius M. Kernbach. Julius M. Kernbach is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	High peritumoral network connectedness in glioblastoma reveals a distinct epigenetic signature and is associated with decreased overall survival 2025 ·Neuro-Oncology ·Kerstin Jütten, (unknown), Julius M. Kernbach, Anke Meyer‐Baese, Uwe Meyer‐Baese, (unknown), Hans Clusmann, Martin Wiesmann, Juliane Bremer, Henner Koch, (unknown), Franz Ricklefs, Richard Drexler, (unknown), Daniel Delev	0
2	DWI Reversibility in Acute Ischemic Stroke Due to Basilar Artery Occlusion Following Successful Recanalization 2025 ·Clinical Neuroradiology ·(unknown), Jessica Jesser, (unknown), R. May, Omid Nikoubashman, Martin Wiesmann, (unknown), Markus Möhlenbruch, Julius M. Kernbach, Charlotte S. Weyland	1
3	A critical moment in machine learning in medicine: on reproducible and interpretable learning 2024 ·Acta Neurochirurgica ·(unknown), (unknown), Julius M. Kernbach, Luca Regli, Carlo Serra, Victor E. Staartjes	24
4	Bayesian stroke modeling details sex biases in the white matter substrates of aphasia 2023 ·Communications Biology ·Julius M. Kernbach, Gesa Hartwigsen, Jae‐Sung Lim, Hee‐Joon Bae, Kyung‐Ho Yu, Gottfried Schlaug, Anna K. Bonkhoff, Natalia S. Rost, Danilo Bzdok	4
5	An unusual case of intracerebral hemorrhage: exploring the link with Sneddon’s syndrome 2023 ·Medizinische Klinik - Intensivmedizin und Notfallmedizin ·(unknown), Jan Clusmann, (unknown), (unknown), (unknown), Julius M. Kernbach, (unknown), Carolin V. Schneider, (unknown), Theresa H. Wirtz, Karim Hamesch, Turgay Saritas, Christian Trautwein, (unknown), Alexander Koch	0
6	Meta-topologies define distinct anatomical classes of brain tumours linked to histology and survival 2022 ·Brain Communications ·Julius M. Kernbach, Daniel Delev, Georg Neuloh, Hans Clusmann, Danilo Bzdok, Simon B. Eickhoff, Victor E. Staartjes, Flavio Vasella, Michael Weller, Luca Regli, Carlo Serra, Niklaus Krayenbühl, Kevin Akeret	1
7	Publisher Correction: The default network of the human brain is associated with perceived social isolation 2021 ·Nature Communications ·R. Nathan Spreng, (unknown), Laetitia Mwilambwe-Tshilobo, Alain Dagher, Philipp Koellinger, Gideon Nave, Anthony D. Ong, Julius M. Kernbach, Thomas V. Wiecki, Tian Ge, Yue Li, Avram J. Holmes, B.T. Thomas Yeo, Gary R. Turner, Robin Dunbar, Danilo Bzdok	2
8	Introduction to Machine Learning in Neuroimaging 2021 ·Acta neurochirurgica. Supplementum ·Julius M. Kernbach, (unknown), (unknown), Hans Clusmann, Georg Neuloh, Daniel Delev	1
9	Foundations of Machine Learning-Based Clinical Prediction Modeling: Part II—Generalization and Overfitting 2021 ·Acta neurochirurgica. Supplementum ·Julius M. Kernbach, Victor E. Staartjes	98
10	Foundations of Feature Selection in Clinical Prediction Modeling 2021 ·Acta neurochirurgica. Supplementum ·Victor E. Staartjes, Julius M. Kernbach, Vittorio Stumpo, Christiaan Hendrik Bas van Niftrik, Carlo Serra, Luca Regli	11
11	18F-FET-PET-guided gross total resection improves overall survival in patients with WHO grade III/IV glioma: moving towards a multimodal imaging-guided resection 2021 ·Journal of Neuro-Oncology ·(unknown), (unknown), Julius M. Kernbach, (unknown), Christian Blume, Philipp Lohmann, Norbert Galldiks, Dieter Henrik Heiland, Felix M. Mottaghy, Hans Clusmann, Georg Neuloh, Karl‐Josef Langen, Daniel Delev	14
12	Foundations of Machine Learning-Based Clinical Prediction Modeling: Part III—Model Evaluation and Other Points of Significance 2021 ·Acta neurochirurgica. Supplementum ·Victor E. Staartjes, Julius M. Kernbach	6
13	Machine Learning Algorithms in Neuroimaging: An Overview 2021 ·Acta neurochirurgica. Supplementum ·Vittorio Stumpo, Julius M. Kernbach, Christiaan Hendrik Bas van Niftrik, Martina Sebök, Jorn Fierstra, Luca Regli, Carlo Serra, Victor E. Staartjes	8
14	Machine Learning-Based Radiomics in Neuro-Oncology 2021 ·Acta neurochirurgica. Supplementum ·Felix Ehret, David Kaul, Hans Clusmann, Daniel Delev, Julius M. Kernbach	12
15	The default network of the human brain is associated with perceived social isolation 2020 ·Nature Communications ·R. Nathan Spreng, (unknown), Laetitia Mwilambwe-Tshilobo, Alain Dagher, Philipp Koellinger, Gideon Nave, Anthony D. Ong, Julius M. Kernbach, Thomas V. Wiecki, Tian Ge, Yue Li, Avram J. Holmes, B.T. Thomas Yeo, Gary R. Turner, Robin Dunbar, Danilo Bzdok	136
16	Machine learning in neurosurgery: a global survey 2020 ·Acta Neurochirurgica ·Victor E. Staartjes, Vittorio Stumpo, Julius M. Kernbach, Anita M. Klukowska, Pravesh S. Gadjradj, Marc L. Schröder, Anand Veeravagu, Martin N. Stienen, Christiaan Hendrik Bas van Niftrik, Carlo Serra, Luca Regli	51
17	External validation of a prediction model for pain and functional outcome after elective lumbar spinal fusion 2019 ·European Spine Journal ·(unknown), (unknown), Anita M. Klukowska, Marlies P. de Wispelaere, Julius M. Kernbach, Marc L. Schröder, Victor E. Staartjes	19
18	Shared endo-phenotypes of default mode dysfunction in attention deficit/hyperactivity disorder and autism spectrum disorder 2018 ·Translational Psychiatry ·Julius M. Kernbach, Theodore D. Satterthwaite, Danielle S. Bassett, Jonathan Smallwood, Daniel S. Margulies, S.C. Krall, Philip Shaw, Gaël Varoquaux, Bertrand Thirion, Kerstin Konrad, Danilo Bzdok	56
19	Keeping brains young with making music 2017 ·Brain Structure and Function ·Lars Rogenmoser, Julius M. Kernbach, Gottfried Schlaug, Christian Gaser	66
20	White Matter Integrity and Treatment-Based Change in Speech Performance in Minimally Verbal Children with Autism Spectrum Disorder 2017 ·Frontiers in Human Neuroscience ·Karen Chenausky, Julius M. Kernbach, Andrea Norton, Gottfried Schlaug	29

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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