Johannes Stegmaier

Junior Professor

RWTH Aachen University

Germany

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Articles (13)

Year:

2024

Year:

2024

Year:

2023

Year:

2022

Year:

2022

Year:

2021

Year:

2021

Year:

2021

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2020

Year:

2020

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2020

Year:

2020

Year:

2020

Collaborators (12)

Paul Villoutreix

Junior Professor Chair

INSERM

FRANCE

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Tim Scherr

Karlsruhe Institute of Technology

GERMANY

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Tomer Stern

Assistant Professor

University of Michigan

UNITED STATES

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Sven Nebelung

University Hospital RWTH Aachen

GERMANY

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Gustav Müller-Franzes

RWTH Aachen University

GERMANY

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Rudolf E. Leube

RWTH Aachen University

GERMANY

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Moritz Böhland

Karlsruhe Institute of Technology

GERMANY

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Christiane K. Kuhl

University Hospital RWTH Aachen

GERMANY

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Maria Leptin

GERMANY

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Reinhard Windoffer

Professor, retired

University Hospital RWTH Aachen

GERMANY

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Julio Belmonte

Assistant Professor

North Carolina State University

UNITED STATES

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Volker Hartmann

Karlsruher Institut für Technologie

GERMANY

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Johannes Stegmaier

Research Interests

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Articles (13)

Automatic detection of cell-cycle stages using recurrent neural networks

Denoising diffusion probabilistic models for generation of realistic fully-annotated microscopy image datasets

Multimodal Deep Learning for Integrating Chest Radiographs and Clinical Parameters: A Case for Transformers

LiveCellMiner: A new tool to analyze mitotic progression

Quantitative mapping of keratin networks in 3D

Mechanical competition alters the cellular interpretation of an endogenous genetic program

Application of 3D MAPs pipeline identifies the morphological sequence chondrocytes undergo and the regulatory role of GDF5 in this process.

3D fluorescence microscopy data synthesis for segmentation and benchmarking

Automated high-throughput heartbeat quantification in medaka and zebrafish embryos under physiological conditions

BeadNet: deep learning-based bead detection and counting in low-resolution microscopy images

MondoA regulates gene expression in cholesterol biosynthesis-associated pathways required for zebrafish epiboly

MondoA regulates gene expression in cholesterol biosynthesis-associated pathways required for zebrafish epiboly

Pax6 organizes the anterior eye segment by guiding two distinct neural crest waves

Collaborators (12)

Paul Villoutreix

Tim Scherr

Tomer Stern

Sven Nebelung

Gustav Müller-Franzes

Rudolf E. Leube

Moritz Böhland

Christiane K. Kuhl

Maria Leptin

Reinhard Windoffer

Julio Belmonte

Volker Hartmann

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