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Computational Hematopathology for Improved Diagnostics


CHIP & HIPs: Clonal Hematopoiesis is Common in Hip Arthroplasty Patients and Associates with Autoimmune Disease

Author(s): Judith S. Hecker, Luise Hartmann, Jennifer Rivière, Michèle C. Buck, Mark van der Garde, Maja Rothenberg-Thurley, Luise Fischer, Susann Winter, Bianka Ksienzyk, Frank Ziemann, Maria Solovey, Martina Rauner, Elena Tsourdi, Katja Sockel, Marie Schneider, Anne S. Kubasch, Martin Nolde, Dominikus Hausmann, Alexander C. Paulus, Jörg Lützner, Andreas Roth, Florian Bassermann, Karsten Spiekermann, Ca
Published in: Blood Journal, Issue Monthly, 2021, ISSN 0006-4971
Publisher: American Society of Hematology
DOI: 10.1182/blood.2020010163

Computational modeling of stem and progenitor cell kinetics identifies plausible hematopoietic lineage hierarchies

Author(s): Lisa Bast 1 2 , Michèle C Buck 3 , Judith S Hecker 3 , Robert A J Oostendorp 3 , Katharina S Götze 3 4 , Carsten Marr 1 2
Published in: iScience , Issue Monthly, 2021, ISSN 2589-0042
Publisher: Elsevier Inc
DOI: 10.1016/j.isci.2021.102120

Mechanistic models of blood cell fate decisions in the era of single-cell data

Author(s): Ingmar Glauche 1 , Carsten Marr 2
Published in: Current Opinion in Systems Biology , Issue Monthly, 2021, ISSN 2452-3100
Publisher: Elsevier
DOI: 10.1016/j.coisb.2021.100355

H4K20 Methylation Is Differently Regulated by Dilution and Demethylation in Proliferating and Cell- Cycle-Arrested Xenopus Embryos

Author(s): Lea Schuh 1 , Carolin Loos 2 , Daniil Pokrovsky 3 , Axel Imhof 3 , Ralph A W Rupp 3 , Carsten Marr 4
Published in: Cell Systems, Issue Monthly, 2020, ISSN 2405-4712
Publisher: Elsevier Inc
DOI: 10.1016/j.cels.2020.11.003

InstantDL - An easy-to-use deep learning pipeline for image segmentation and classification

Author(s): Dominik Jens Elias Waibel, Sayedali Shetab Boushehri & Carsten Marr
Published in: BMC Bioinformatics, Issue Monthly, 2021, ISSN 1471-2105
Publisher: BioMed Central
DOI: 10.1186/s12859-021-04037-3

Highly accurate differentiation of bone marrow cell morphologies using deep neural networks on a large image dataset

Author(s): "Christian Matek, Sebastian Krappe, Christian Münzenmayer, Torsten Haferlach, Carsten Marr"""
Published in: Blood Journal, Issue Monthly, 2021, ISSN 0006-4971
Publisher: American Society of Hematology
DOI: 10.1182/blood.2020010568

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