Michael Bockmayr

Universität Hamburg — Germany

Medicine · Health Sciences

28h-index2.6kcitations108works2.92yr avg
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Research Topics

Glioma Diagnosis and Treatment(40), Cancer Immunotherapy and Biomarkers(20), Cancer Genomics and Diagnostics(19), Radiomics and Machine Learning in Medical Imaging(14), AI in cancer detection(12)

Publications108 total

Neural interaction explainable AI predicts drug response across cancers
NAR Cancer·2025· 2 citedOpen Access
Outcome-associated factors in a molecularly defined cohort of central neurocytoma
Acta Neuropathologica·2025Open Access
Enhancing Nanopore cfDNA diagnostics of pediatric brain tumors with machine learning
Klinische Pädiatrie·2025
ctDNA from preoperatively collected CSF predicts molecular classification of brain tumors
Klinische Pädiatrie·2025
Distinct relapse pattern across molecular ependymoma types
Neuro-Oncology·2024· 2 citedOpen Access
Transcriptomics-based characterization of the immuno-stromal microenvironment in pediatric low-grade glioma
OncoImmunology·2024Open Access
EPEN-01. DISTINCT RELAPSE PATTERN ACROSS MOLECULAR EPENDYMOMA TYPES
Neuro-Oncology·2024· 1 citedOpen Access
MDB-71. IDENTIFICATION AND DESCRIPTION OF A NOVEL TYPE OF MEDULLOBLASTOMA
Neuro-Oncology·2024Open Access
PATH-05. MACHINE LEARNING-BASED CYTOLOGICAL ANALYSIS OF CEREBROSPINAL FLUID IN MEDULLOBLASTOMA
Neuro-Oncology·2024Open Access
Proteomic profiling reveals ACSS2 facilitating metabolic support in acute myeloid leukemia
Cancer Gene Therapy·2024· 3 citedOpen Access
Erklärbare Künstliche Intelligenz in der Pathologie
Forum·2024
Nanopore sequencing from formalin-fixed paraffin-embedded specimens for copy-number profiling and methylation-based CNS tumor classification
Acta Neuropathologica·2024· 11 citedOpen Access
Weakly supervised medulloblastoma tumor classification using domain specific patch-level feature extraction
2024
Erklärbare Künstliche Intelligenz in der Pathologie
Die Pathologie·2024
Transcriptomic and epigenetic dissection of spinal ependymoma (SP-EPN) identifies clinically relevant subtypes enriched for tumors with and without NF2 mutation
Acta Neuropathologica·2024· 11 citedOpen Access
Molecular characteristics and improved survival prediction in a cohort of 2023 ependymomas
Acta Neuropathologica·2024· 18 citedOpen Access
Impact of molecular classification on prognosis in children and adolescents with spinal ependymoma: Results from the HIT-MED database
Neuro-Oncology Advances·2024· 1 citedOpen Access
Molecular refinement of pilocytic astrocytoma in adult patients
Neuropathology and Applied Neurobiology·2023· 2 citedOpen Access
Author response for "Molecular refinement of pilocytic astrocytoma in adult patients"
2023
Toward Explainable Artificial Intelligence for Precision Pathology
Annual Review of Pathology Mechanisms of Disease·2023· 103 citedOpen Access
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Frequent Co-authors

Frederick Klauschen(28), Ulrich Schüller(21), Jan Budczies(13), Carsten Denkert(12), Albrecht Stenzinger(11), Philipp Jurmeister(10), Klaus‐Robert Müller(10), Stefan Rutkowski(8), Annika K. Wefers(8), Manfred Dietel(7), Denise Treue(7), Leonille Schweizer(7), David Capper(6), Daniel Heim(6), Andreas von Deimling(6), Denise Obrecht(6), Jochen K. Lennerz(5), Wilko Weichert(5), Philipp Seegerer(5), Grégoire Montavon(5)