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Institut für Medizinische Biometrie und Statistik (IMBI)
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Moritz Hess

Bibliographie

Publikationen

2026

  • Farhadyar, Kiana; Hackenberg, Maren; Ahrens, Kira; Schenk, Charlotte; Kollmann, Bianca; Tüscher, Oliver; Lieb, Klaus; Plichta, Michael M.; Reif, Andreas; Kalisch, Raffael; Wolkewitz, Martin; Hess, Moritz ; Binder, Harald (2026): A statistical perspective on transformers for small longitudinal cohort data. Statistics in medicine 45(23-24):e70744. https://doi.org/10.1002/sim.70744
  • Karakioulaki, Meropi; Yang, Hanning; Hess, Moritz ; Binder, Harald; Eyerich, Kilian; Has, Cristina (2026): Systemic inflammation in recessive dystrophic epidermolysis bullosa: a five-year longitudinal study. British journal of dermatology 195(1):146-157. https://doi.org/10.1093/bjd/ljag082
  • Behrens, Max; Stolz, Daiana; Papakonstantinou, Eleni; Nolde, Janis M.; Bellerino, Gabriele; Rohde, Angelika; Hess, Moritz ; Binder, Harald (2026): Contrasting global and patient‐specific regression models via a neural network representation. Biometrical journal 68(2):e70126. https://doi.org/10.1002/bimj.70126

2025

  • Karakioulaki, Meropi; Kwarteng, Nana-Adjoa; Nikolakopoulou, Adriani; Yang, Hanning; Hess, Moritz ; Binder, Harald; Eyerich, Kilian; Has, Cristina (2025): Tissue and systemic inflammation in dystrophic epidermolysis bullosa: a systematic review and meta-analysis. Orphanet journal of rare diseases 20(1):479. https://doi.org/10.1186/s13023-025-04034-2
  • Reimer‐Taschenbrecker, Antonia; Hess, Moritz ; Davidovic, Miodrag; Hwang, A.; Hübner, Stefanie; Hofsaess, Maike; Gewert, Stella; Eyerich, Kilian; Has, Cristina (2025): IL‐6 levels dominate the serum cytokine signature of severe epidermolysis bullosa: a prospective cohort study. Journal of the European Academy of Dermatology and Venereology 39(1):202-209. https://doi.org/10.1111/jdv.19898

2024

  • Nic an Riogh, Eithne Muireann; Hackenberg, Maren; Hess, Moritz ; Walsh, Cathal D.; White, Arthur; Little, Mark A (2024): 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. Journal of the American Society of Nephrology : JASN 35(10S):2024z2yp4gbt. https://doi.org/10.1681/asn.2024z2yp4gbt

2023

  • Grandt, Caine Lucas; Brackmann, Lara Kim; Foraita, Ronja; Schwarz, Heike; Hummel-Bartenschlager, Willempje; Hankeln, Thomas; Kraemer, Christiane; Zahnreich, Sebastian; Drees, Philipp; Mirsch, Johanna; Spix, Claudia; Blettner, Maria; Schmidberger, Heinz; Binder, Harald; Hess, Moritz ; Galetzka, Danuta; Marini, Federico; Poplawski, Alicia; Marron, Manuela (2023): Gene expression variability in long-term survivors of childhood cancer and cancer-free controls in response to ionizing irradiation. Molecular medicine 29(1):41. https://doi.org/10.1186/s10020-023-00629-2
  • Heinrich, Sophia; Austgen, Thomas; Castven, Darko; Hess, Moritz ; Labenz, Christian; Kirstein, Martha M.; Zimpel, Carolin; Stockhoff, Lena; Maasoumy, Benjamin; Heinrich, Bernd; Wedemeyer, Heiner; Galle, Peter Robert; Binder, Harald; Nguyen-Tat, Marc; Marquardt, Jens Uwe (2023): Markers of cell death predict therapy response in patients with cirrhosis and hepatorenal syndrome. United european gastroenterology journal 11(1):92-102. https://doi.org/10.1002/ueg2.12337
  • Has, Cristina; Hess, Moritz ; Anemüller, Waltraud; Blume‐Peytavi, Ulrike; Emmert, Steffen; Fölster‐Holst, Regina; Frank, Jorge; Giehl, Kathrin; Günther, Claudia; Hammersen, Johanna; Hillmann, Kathrin; Höflein, Bettina; Höger, Peter; Hotz, Alrun; Mai, Thuy Anh; Oji, Vinzenz; Schneider, Holm; Süßmuth, Kira; Tantcheva‐Póor, Iliana; Thielking, Frederieke; Zirn, Birgit; Fischer, Judith; Reimer, Antonia (2023): Epidemiology of inherited Epidermolysis bullosa in Germany. Journal of the European Academy of Dermatology and Venereology 37(2):402-410. https://doi.org/10.1111/jdv.18637

2022

  • Grandt, Caine Lucas; Brackmann, Lara Kim; Poplawski, Alicia; Schwarz, Heike; Hummel-Bartenschlager, Willempje; Hankeln, Thomas; Kraemer, Christiane; Marini, Federico; Zahnreich, Sebastian; Schmitt, Iris; Drees, Philipp; Mirsch, Johanna; Grabow, Desiree; Schmidberger, Heinz; Binder, Harald; Hess, Moritz ; Galetzka, Danuta; Marron, Manuela (2022): Radiation-response in primary fibroblasts of long-term survivors of childhood cancer with and without second primary neoplasms: the KiKme study. Molecular medicine 28(1):105. https://doi.org/10.1186/s10020-022-00520-6
  • Barsch, Maryam; Salié, Henrike; Schlaak, Alexandra Emilia; Zhang, Zhen; Hess, Moritz ; Mayer, Lena Sophie; Tauber, Catrin; Otto-Mora, Patricia; Nilsson, Tobias; Wischer, Lara; Winkler, Frances; Schmitt-Gräff, Annette; Bronsert, Peter; Hofmann, Maike; Neumann-Haefelin, Christoph; Böttler, Tobias Elmar; Fichtner-Feigl, Stefan; Bettinger, Dominik; Binder, Harald; Schultheiss, Michael; Thimme, Robert; Bengsch, Bertram (2022): T-cell exhaustion and residency dynamics inform clinical outcomes in hepatocellular carcinoma. Journal of Hepatology 77(2):397-409. https://doi.org/10.1016/j.jhep.2022.02.032
  • Treppner, Martin; Binder, Harald; Hess, Moritz (2022): Interpretable generative deep learning: an illustration with single cell gene expression data. Human genetics 141(9):1481-1498. https://doi.org/10.1007/s00439-021-02417-6

2021

  • Marron, Manuela; Brackmann, Lara Kim; Hummel-Bartenschlager, Willempje; Zahnreich, Sebastian; Galetzka, Danuta; Schmitt, Iris; Grad, Christian; Hopf, Johannes; Mirsch, Johanna; Scholz-Kreisel, Peter; Kaatsch, Peter; Poplawski, Alicia; Hess, Moritz ; Binder, Harald; Hankeln, Thomas; Blettner, Maria; Schmidberger, Heinz (2021): 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. JMIR research protocols 10(11):e32395. https://doi.org/10.2196/32395
  • Kuruc, Fabrizio; Binder, Harald; Hess, Moritz (2021): Stratified neural networks in a time-to-event setting. Briefings in bioinformatics. https://doi.org/10.1093/bib/bbab392
  • Marateb, Hamid Reza; Tasdighi, Zahra; Mohebian, Mohammad Reza; Naghavi, Azam; Hess, Moritz ; Motlagh, Mohammad Esmaiel; Heshmat, Ramin; Mansourian, Marjan; Mañanas, Miquel Angel; Binder, Harald; Kelishadi, Roya (2021): Classification of psychiatric symptoms using deep interaction networks: the CASPIAN-IV study. Scientific reports 11:15706. https://doi.org/10.1038/s41598-021-95208-y
  • Reimer, Antonia; Hess, Moritz ; Hotz, Alrun; Fischer, Judith; Bruckner-Tuderman, Leena; Has, Cristina (2021): Plantar involvement correlates with obesity, pain and impaired mobility in epidermolysis bullosa simplex: a retrospective cohort study. Journal of the European Academy of Dermatology and Venereology 35:2097-2104. https://doi.org/10.1111/jdv.17336
  • Treppner, Martin; Salas-Bastos, Adrián; Hess, Moritz ; Lenz, Stefan; Vogel, Tanja; Binder, Harald (2021): Synthetic single cell RNA sequencing data from small pilot studies using deep generative models. Scientific reports 11:9403. https://doi.org/10.1038/s41598-021-88875-4
  • Lenz, Stefan; Hess, Moritz ; Binder, Harald (2021): Deep generative models in DataSHIELD. BMC medical research methodology 21:64. https://doi.org/10.1186/s12874-021-01237-6
  • Nußberger, Jens; Boesel, Frederic; Lenz, Stefan; Binder, Harald; Hess, Moritz (2021): Synthetic observations from deep generative models and binary omics data with limited sample size. Briefings in bioinformatics 22(4):bbaa226. https://doi.org/10.1093/bib/bbaa226

2020

  • Hess, Moritz ; Hackenberg, Maren; Binder, Harald (2020): Exploring generative deep learning for omics data using log-linear models. Bioinformatics 36(20):5045–5053. https://doi.org/10.1093/bioinformatics/btaa623
  • Brackmann, Lara Kim; Poplawski, Alicia; Grandt, Caine Lucas; Hankeln, Thomas; Rapp, Steffen; Zahnreich, Sebastian; Galetzka, Danuta; Schmitt, Iris; Grad, Christian; Eckhard, Lukas; Mirsch, Johanna; Schwarz, Heike; Blettner, Maria; Scholz-Kreisel, Peter; Hess, Moritz ; Binder, Harald; Schmidberger, Heinz; Marron, Manuela (2020): Comparison of time and dose dependent gene expression and affected pathways in primary human fibroblasts after exposure to ionizing radiation. Molecular medicine 26(1):85. https://doi.org/10.1186/s10020-020-00203-0
  • Reimer, Antonia; Hess, Moritz ; Schwieger-Briel, Agnes; Kiritsi, D.; Schauer, F.; Schumann, Hauke; Bruckner-Tuderman, L.; Has, Cristina (2020): Natural history of growth and anaemia in children with epidermolysis bullosa: a retrospective cohort study. British journal of dermatology 182(6):1437-1448. https://doi.org/10.1111/bjd.18475

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