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M. Hess · SciRah

Researcher profile · Semantic Scholar

M. Hess

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M. Hess — researcher profile on SciRah

h-index: 13
Works: 38
Citations: 749

Most-cited papers

T cell exhaustion and residency dynamics inform clinical outcomes in hepatocellular carcinoma.
Maryam Barsch, Henrike Salié, A. Schlaak, Zhen Zhang +29 more
2022Journal of Hepatology175 citations
Semantic Scholar
BAL Cell Gene Expression Is Indicative of Outcome and Airway Basal Cell Involvement in Idiopathic Pulmonary Fibrosis
A. Prasse, H. Binder, J. Schupp, G. Kayser +17 more
2019American Journal of Respiratory and Critical Care Medicine167 citations Open access
Semantic Scholar
The immune contexture of hepatocellular carcinoma predicts clinical outcome
Friedrich Foerster, M. Hess, A. Gerhold-Ay, J. Marquardt +5 more
2018Scientific Reports98 citations Open access
Semantic Scholar
Hyperoxia Induces Inflammation and Cytotoxicity in Human Adult Cardiac Myocytes
C. Hafner, Jing Wu, Á. Tiboldi, M. Hess +8 more
2017Shock38 citations
Semantic Scholar
Partitioned Learning of Deep Boltzmann Machines for SNP Data
M. Hess, S. Lenz, T. Blätte, L. Bullinger +1 more
2016bioRxiv28 citations Open access
Semantic Scholar
Aberrant splicing of the tumor suppressor CYLD promotes the development of chronic lymphocytic leukemia via sustained NF-κB signaling
M. Hahn, Jean-Philippe Bürckert, C. A. Luttenberger, S. Klebow +12 more
2018Leukemia25 citations Open access
Semantic Scholar
Synthetic single cell RNA sequencing data from small pilot studies using deep generative models
Martin Treppner, Adrián Salas-Bastos, M. Hess, S. Lenz +2 more
2021Scientific Reports24 citations Open access
Semantic Scholar
Hepatic B cell leukemia-3 promotes hepatic steatosis and inflammation through insulin-sensitive metabolic transcription factors.
N. Gehrke, M. Wörns, Y. Huber, M. Hess +7 more
2016Journal of Hepatology22 citations
Semantic Scholar
Interpretable generative deep learning: an illustration with single cell gene expression data
Martin Treppner, H. Binder, M. Hess
2022Human Genetics19 citations Open access
Semantic Scholar
Comparison of time and dose dependent gene expression and affected pathways in primary human fibroblasts after exposure to ionizing radiation
Lara Kim Brackmann, A. Poplawski, C. L. Grandt, Heike Schwarz +14 more
2020Molecular Medicine19 citations Open access
Semantic Scholar
Systematically evaluating interfaces for RNA-seq analysis from a life scientist perspective
A. Poplawski, F. Marini, M. Hess, Tanja Zeller +2 more
2016Briefings Bioinform.19 citations Open access
Semantic Scholar
Deep generative models in DataSHIELD
S. Lenz, M. Hess, H. Binder
2020BMC Medical Research Methodology18 citations Open access
Semantic Scholar
Synthetic observations from deep generative models and binary omics data with limited sample size
Jens Nußberger, Frederic Boesel, S. Lenz, H. Binder +1 more
2020bioRxiv17 citations Open access
Semantic Scholar
Radiation-response in primary fibroblasts of long-term survivors of childhood cancer with and without second primary neoplasms: the KiKme study
C. L. Grandt, Lara Kim Brackmann, A. Poplawski, Heike Schwarz +14 more
2022Molecular Medicine12 citations Open access
Semantic Scholar
Increase of Alternatively Activated Antigen Presenting Cells in Active Experimental Autoimmune Encephalomyelitis
Beatrice Wasser, Gautam K. Pramanik, M. Hess, M. Klein +5 more
2016Journal of Neuroimmune Pharmacology12 citations
Semantic Scholar
Identification of Genetic Predispositions Related to Ionizing Radiation in Primary Human Skin Fibroblasts From Survivors of Childhood and Second Primary Cancer as Well as Cancer-Free Controls: Protocol for the Nested Case-Control Study KiKme
M. Marron, Lara Kim Brackmann, Heike Schwarz, Willempje Hummel-Bartenschlager +15 more
2021JMIR Research Protocols11 citations Open access
Semantic Scholar
Exploring generative deep learning for omics data using log-linear models
M. Hess, Maren Hackenberg, H. Binder
2020Bioinform.10 citations Open access
Semantic Scholar
Stratified neural networks in a time-to-event setting
Fabrizio Kuruc, H. Binder, M. Hess
2021bioRxiv7 citations Open access
Semantic Scholar
The immune contexture of hepatocellular carcinoma predicts clinical outcome
Friedrich Foerster, M. Hess, A. Gerhold-Ay, Jens U. Marquardt +5 more
2018Scientific Reports6 citations Open access
Semantic Scholar
Tissue and systemic inflammation in dystrophic epidermolysis bullosa: a systematic review and meta-analysis
Meropi Karakioulaki, Nana-adjoa Kwarteng, Adriani Nikolakopoulou, Han-Ning Yang +4 more
2025Orphanet Journal of Rare Diseases5 citations Open access
Semantic Scholar
Markers of cell death predict therapy response in patients with cirrhosis and hepatorenal syndrome
Sophia Heinrich, T. Austgen, D. Castven, M. Hess +11 more
2022United European Gastroenterology journal4 citations Open access
Semantic Scholar
Unsupervised deep learning on biomedical data with BoltzmannMachines.jl
S. Lenz, M. Hess, H. Binder
2019bioRxiv3 citations Open access
Semantic Scholar
Friend virus limits adaptive cellular immune responses by imprinting a maturation-resistant and T helper type 2-biased immunophenotype in dendritic cells
Limei Shen, S. Tenzer, M. Hess, Ute Distler +6 more
2018PLoS ONE3 citations Open access
Semantic Scholar
Gene expression variability in long-term survivors of childhood cancer and cancer-free controls in response to ionizing irradiation
C. L. Grandt, Lara Kim Brackmann, R. Foraita, Heike Schwarz +15 more
2023Molecular Medicine2 citations Open access
Semantic Scholar
Classification of psychiatric symptoms using deep interaction networks: the CASPIAN-IV study
H. Marateb, Zahra Tasdighi, M. Mohebian, A. Naghavi +7 more
2021Scientific Reports2 citations Open access
Semantic Scholar
Cerebral ischemia-induced genes are increased in acute schizophrenia: an opportunity for clinical translation of genomic research findings
H. Moises, M. Hess, H. Binder
2017bioRxiv2 citations Open access
Semantic Scholar
A Statistical Perspective on Transformers for Small Longitudinal Cohort Data
Kiana Farhadyar, Maren Hackenberg, K. Ahrens, Charlotte Schenk +9 more
2026Statistics in Medicine1 citations Open access
Semantic Scholar
Contrasting Global and Patient‐Specific Regression Models via a Neural Network Representation
M. Behrens, Daiana Stolz, E. Papakonstantinou, J. Nolde +4 more
2026Biometrical journal. Biometrische Zeitschrift1 citations Open access
Semantic Scholar
Computer-aided Diagnosis of Psychiatric Distress in Children and Adolescents Using deep Interaction Networks: The CASPIAN-IV Study
H. Marateb, Zahra Tasdighi, M. Mohebian, A. Naghavi +7 more
20201 citations Open access
Semantic Scholar
Distinguishing case-mix from context heterogeneity in prognostic regression model synthesis settings
M. Behrens, J. Nolde, E. Papakonstantinou, Gabriele Bellerino +5 more
20260 citations
Semantic Scholar
Elicitation of Physician Opinions of the Impact of Dynamic Changes in Biomarkers on Perceived Relapse Propensity in ANCA-Associated Vasculitis: Impact of Individual Expert and Patient Characteristics
Eithne Nic An Ríogh, Maren Hackenberg, M. Hess, Cathal D. Walsh +2 more
2024Journal of the American Society of Nephrology0 citations
Semantic Scholar
Encoding Medical Experiments in Jupyter Notebooks
S. Lenz, Kiana Farhadyar, M. Hess, H. Binder +1 more
20210 citations Open access
Semantic Scholar
Generating Synthetic Single-Cell RNA-Sequencing Data from Small Pilot Studies using Deep Learning
Martin Treppner, Adrián Salas-Bastos, M. Hess, S. Lenz +2 more
20200 citations
Semantic Scholar
Making many out of few: deep generative models for single-cell RNA-sequencing data
Martin Treppner, Adrián Salas-Bastos, M. Hess, S. Lenz +2 more
2020bioRxiv0 citations Open access
Semantic Scholar
A deep learning approach for uncovering lung cancer immunome patterns
M. Hess, S. Lenz, H. Binder
2018bioRxiv0 citations Open access
Semantic Scholar
Abstract 4261: Cancer in childhood and molecular epidemiology - The KIKME case-control study
M. Marron, S. Zahnreich, Olesja Sinizyn, H. Schmidberger +15 more
20170 citations
Semantic Scholar
Increase of Alternatively Activated Antigen Presenting Cells in Active Experimental Autoimmune Encephalomyelitis
Beatrice Wasser, Gautam K. Pramanik, M. Hess, M. Klein +5 more
2016Journal of Neuroimmune Pharmacology0 citations
Semantic Scholar
Computation and comparison of gene expression variability in �broblasts of long-term survivors of childhood cancer and cancer-free controls in response to ionizing and sham-irradiation: the KiKme study
Heinz Schmidberger, Harald Binder, M. Hess, D. Galetzka +3 more
0 citations
Semantic Scholar

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