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M. Bockmayr · SciRah

Researcher profile · Semantic Scholar

M. Bockmayr

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M. Bockmayr — researcher profile on SciRah

h-index: 27
Works: 82
Citations: 2,678

Most-cited papers

The landscape of metastatic progression patterns across major human cancers
J. Budczies, M. von Winterfeld, F. Klauschen, M. Bockmayr +9 more
2014OncoTarget271 citations Open access
Semantic Scholar
Prognostic impact of programmed cell death-1 (PD-1) and PD-ligand 1 (PD-L1) expression in cancer cells and tumor-infiltrating lymphocytes in ovarian high grade serous carcinoma
S. Darb-Esfahani, C. Kunze, H. Kulbe, J. Sehouli +8 more
2015OncoTarget252 citations Open access
Semantic Scholar
Resolving challenges in deep learning-based analyses of histopathological images using explanation methods
Miriam Hägele, P. Seegerer, S. Lapuschkin, M. Bockmayr +4 more
2019Scientific Reports188 citations Open access
Semantic Scholar
Morphological and molecular breast cancer profiling through explainable machine learning
A. Binder, M. Bockmayr, Miriam Hägele, S. Wienert +8 more
2021Nature Machine Intelligence155 citations Open access
Semantic Scholar
Scoring of tumor-infiltrating lymphocytes: From visual estimation to machine learning.
F. Klauschen, Klaus-Robert Müller, A. Binder, M. Bockmayr +28 more
2018Seminars in Cancer Biology151 citations Open access
Semantic Scholar
Toward Explainable Artificial Intelligence for Precision Pathology.
Frederick Klauschen, Jonas Dippel, Philipp Keyl, Philipp Jurmeister +7 more
2023Annual Review of Pathology137 citations Open access
Semantic Scholar
Machine learning analysis of DNA methylation profiles distinguishes primary lung squamous cell carcinomas from head and neck metastases
Philipp Jurmeister, M. Bockmayr, P. Seegerer, Teresa Bockmayr +11 more
2019Science Translational Medicine127 citations
Semantic Scholar
Classical pathology and mutational load of breast cancer – integration of two worlds
J. Budczies, M. Bockmayr, C. Denkert, F. Klauschen +6 more
2015The Journal of Pathology: Clinical Research109 citations Open access
Semantic Scholar
Subgroup-specific immune and stromal microenvironment in medulloblastoma
M. Bockmayr, M. Mohme, Frederick Klauschen, B. Winkler +3 more
2018Oncoimmunology102 citations Open access
Semantic Scholar
Pan‐cancer analysis of copy number changes in programmed death‐ligand 1 (PD‐L1, CD274) – associations with gene expression, mutational load, and survival
J. Budczies, M. Bockmayr, C. Denkert, F. Klauschen +12 more
2016Genes, Chromosomes and Cancer95 citations
Semantic Scholar
DNA methylation-based classification of sinonasal tumors
Philipp Jurmeister, S. Gloss, Renée Roller, M. Leitheiser +62 more
2022Nature Communications82 citations Open access
Semantic Scholar
Atypical teratoid/rhabdoid tumors (ATRTs) with SMARCA4 mutation are molecularly distinct from SMARCB1-deficient cases
D. Holdhof, P. Johann, M. Spohn, M. Bockmayr +18 more
2020Acta Neuropathologica76 citations Open access
Semantic Scholar
Artificial Intelligence and Pathology: from Principles to Practice and Future Applications in Histomorphology and Molecular Profiling.
A. Stenzinger, M. Alber, M. Allgäuer, Philipp Jurmeister +11 more
2021Seminars in Cancer Biology74 citations Open access
Semantic Scholar
Multilayered Omics-Based Analysis of a Head and Neck Cancer Model of Cisplatin Resistance Reveals Intratumoral Heterogeneity and Treatment-Induced Clonal Selection
F. Niehr, T. Eder, T. Pilz, R. Konschak +7 more
2017Clinical Cancer Research57 citations Open access
Semantic Scholar
Single-cell gene regulatory network prediction by explainable AI
Philipp Keyl, P. Bischoff, G. Dernbach, M. Bockmayr +6 more
2023Nucleic Acids Research56 citations Open access
Semantic Scholar
PD-L1 (CD274) copy number gain, expression, and immune cell infiltration as candidate predictors for response to immune checkpoint inhibitors in soft-tissue sarcoma
J. Budczies, G. Mechtersheimer, C. Denkert, F. Klauschen +16 more
2017Oncoimmunology53 citations Open access
Semantic Scholar
Food authentication: Multi-elemental analysis of white asparagus for provenance discrimination.
Bernadette Richter, S. Gurk, D. Wagner, M. Bockmayr +1 more
2019Food Chemistry52 citations
Semantic Scholar
New network topology approaches reveal differential correlation patterns in breast cancer
M. Bockmayr, F. Klauschen, Balázs Győrffy, C. Denkert +1 more
2013BMC Systems Biology39 citations Open access
Semantic Scholar
Mutation patterns in genes encoding interferon signaling and antigen presentation: A pan‐cancer survey with implications for the use of immune checkpoint inhibitors
J. Budczies, M. Bockmayr, F. Klauschen, V. Endris +4 more
2017Genes, Chromosomes and Cancer38 citations
Semantic Scholar
Machine learning models predict the primary sites of head and neck squamous cell carcinoma metastases based on DNA methylation
M. Leitheiser, D. Capper, P. Seegerer, A. Lehmann +5 more
2021Journal of Pathology37 citations Open access
Semantic Scholar
Patient-level proteomic network prediction by explainable artificial intelligence
Philipp Keyl, M. Bockmayr, Daniel Heim, G. Dernbach +3 more
2022npj Precision Oncology35 citations Open access
Semantic Scholar
Glioma escape signature and clonal development under immune pressure.
C. Maire, M. Mohme, M. Bockmayr, K. Fita +13 more
2020Journal of Clinical Investigation34 citations Open access
Semantic Scholar
Immunologic Profiling of Mutational and Transcriptional Subgroups in Pediatric and Adult High-Grade Gliomas
M. Bockmayr, Frederick Klauschen, C. Maire, S. Rutkowski +4 more
2019Cancer immunology research33 citations Open access
Semantic Scholar
Mutations in genes encoding PI3K‐AKT and MAPK signaling define anogenital papillary hidradenoma
N. Pfarr, H. Sinn, F. Klauschen, C. Flechtenmacher +11 more
2016Genes, Chromosomes and Cancer30 citations
Semantic Scholar
Molecular characterization of CNS paragangliomas identifies cauda equina paragangliomas as a distinct tumor entity
L. Schweizer, F. Thierfelder, C. Thomas, Patrick Soschinski +30 more
2020Acta Neuropathologica29 citations Open access
Semantic Scholar
Towards computational fluorescence microscopy: Machine learning-based integrated prediction of morphological and molecular tumor profiles
Alexander Binder, M. Bockmayr, Miriam Hägele, S. Wienert +14 more
2018arXiv.org28 citations
Semantic Scholar
Comprehensive profiling of myxopapillary ependymomas identifies a distinct molecular subtype with relapsing disease.
M. Bockmayr, Kim Harnisch, Lara C. Pohl, L. Schweizer +24 more
2022Neuro-Oncology27 citations Open access
Semantic Scholar
Immunohistochemical analysis of Bcl‐2, nuclear S100A4, MITF and Ki67 for risk stratification of early‐stage melanoma – A combined IHC score for melanoma risk stratification
Philipp Jurmeister, M. Bockmayr, C. Treese, U. Stein +8 more
2019Journal der Deutschen Dermatologischen Gesellschaft = Journal of the German Society of Dermatology : JDDG27 citations
Semantic Scholar
Molecular characteristics and improved survival prediction in a cohort of 2023 ependymomas
Lara C. Pohl, M. Leitheiser, D. Obrecht, L. Schweizer +10 more
2024Acta Neuropathologica25 citations Open access
Semantic Scholar
Tubular, lactating, and ductal adenomas are devoid of MED12 Exon2 mutations, and ductal adenomas show recurrent mutations in GNAS and the PI3K–AKT pathway
Anna-Lena Volckmar, J. Leichsenring, C. Flechtenmacher, N. Pfarr +14 more
2017Genes, Chromosomes and Cancer24 citations
Semantic Scholar
TCF4 (E2-2) harbors tumor suppressive functions in SHH medulloblastoma
M. Hellwig, M. Lauffer, M. Bockmayr, M. Spohn +14 more
2019Acta Neuropathologica21 citations
Semantic Scholar
Identification of low and very high-risk patients with non-WNT/non-SHH medulloblastoma by improved clinico-molecular stratification of the HIT2000 and I-HIT-MED cohorts
M. Mynarek, D. Obrecht, M. Sill, D. Sturm +20 more
2022Acta Neuropathologica20 citations Open access
Semantic Scholar
Interpretable Deep Neural Network to Predict Estrogen Receptor Status from Haematoxylin-Eosin Images
P. Seegerer, Alexander Binder, René Saitenmacher, M. Bockmayr +4 more
2020AI and ML for Digital Pathology20 citations
Semantic Scholar
Combined inhibition of receptor tyrosine and p21-activated kinases as a therapeutic strategy in childhood ALL.
I. Siekmann, K. Dierck, S. Prall, Marianne Klokow +18 more
2018Blood Advances20 citations Open access
Semantic Scholar
Atypical Neurofibromas reveal distinct epigenetic features with proximity to benign peripheral nerve sheath tumor entities.
C. Kresbach, M. Dottermusch, Alicia Eckhardt, Inka Ristow +17 more
2023Neuro-Oncology17 citations Open access
Semantic Scholar
Nanopore sequencing from formalin-fixed paraffin-embedded specimens for copy-number profiling and methylation-based CNS tumor classification
A. Afflerbach, A. Albers, A. Appelt, L. Schweizer +4 more
2024Acta Neuropathologica16 citations Open access
Semantic Scholar
Recurrent atypical teratoid/rhabdoid tumors (AT/RT) reveal discrete features of progression on histology, epigenetics, copy number profiling, and transcriptomics
P. Johann, L. Altendorf, E. Efremova, T. Holsten +18 more
2023Acta Neuropathologica15 citations Open access
Semantic Scholar
DIMEimmune: Robust estimation of infiltrating lymphocytes in CNS tumors from DNA methylation profiles
S. Safaei, M. Mohme, Judith Niesen, U. Schüller +1 more
2021Oncoimmunology15 citations Open access
Semantic Scholar
Transcriptomic and epigenetic dissection of spinal ependymoma (SP-EPN) identifies clinically relevant subtypes enriched for tumors with and without NF2 mutation
S. Neyazi, Erika Yamazawa, K. Hack, Shota Tanaka +54 more
2024Acta Neuropathologica13 citations Open access
Semantic Scholar
Medulloblastoma tumor classification using deep transfer learning with multi-scale EfficientNets
M. Bengs, M. Bockmayr, U. Schüller, A. Schlaefer
2021Medical Imaging13 citations Open access
Semantic Scholar
Proteogenomic systems analysis identifies targeted therapy resistance mechanisms in EGFR‐mutated lung cancer
D. Treue, M. Bockmayr, A. Stenzinger, Daniel Heim +2 more
2018International Journal of Cancer11 citations Open access
Semantic Scholar
Cauda equina paragangliomas express HOXB13
M. Bockmayr, Meike Körner, L. Schweizer, U. Schüller
2021Neuropathology and Applied Neurobiology10 citations Open access
Semantic Scholar
Rapid Determination of Nutmeg Shell Content in Ground Nutmeg Using FT-NIR Spectroscopy and Machine Learning
Alissa Drees, Bernadette Bockmayr, M. Bockmayr, Markus Fischer
2023Foods6 citations Open access
Semantic Scholar
Risk prediction in early childhood SHH medulloblastoma treated with radiation-avoiding chemotherapy: Evidence for more than two subgroups.
Svenja Tonn, A. Korshunov, D. Obrecht, M. Sill +22 more
2023Neuro-Oncology6 citations Open access
Semantic Scholar
Multiclass cancer classification in fresh frozen and formalin-fixed paraffin-embedded tissue by DigiWest multiplex protein analysis
Teresa Bockmayr, G. Erdmann, D. Treue, Philipp Jurmeister +6 more
2020Laboratory Investigation6 citations Open access
Semantic Scholar
Semiconductor sequencing: how many flows do you need?
J. Budczies, M. Bockmayr, D. Treue, F. Klauschen +1 more
2015Bioinform.6 citations Open access
Semantic Scholar
Proteomic profiling reveals ACSS2 facilitating metabolic support in acute myeloid leukemia
L. Mochmann, D. Treue, M. Bockmayr, P. Silva +22 more
2024Cancer Gene Therapy5 citations Open access
Semantic Scholar
Distinct relapse pattern across molecular ependymoma types.
Denise Obrecht-Sturm, M. Schoof, Alicia Eckhardt, M. Mynarek +23 more
2024Neuro-Oncology5 citations
Semantic Scholar
Outcome-associated factors in a molecularly defined cohort of central neurocytoma
M. Krech, A. Muench, D. Teichmann, P. Kuzman +34 more
2025Acta Neuropathologica4 citations Open access
Semantic Scholar
Multi-Scale Input Strategies for Medulloblastoma Tumor Classification using Deep Transfer Learning
M. Bengs, S. Pant, M. Bockmayr, U. Schüller +1 more
2021Current Directions in Biomedical Engineering4 citations Open access
Semantic Scholar

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