Roman Bruch

Karlsruhe Institute of Technology

Germany

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Articles (13)

Year:

2025

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2024

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2024

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2024

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2023

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2023

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2023

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2023

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2022

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2021

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2021

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2021

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2020

Collaborators (5)

Philipp Koch

GERMANY

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Moritz Böhland

Karlsruhe Institute of Technology

GERMANY

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Florian Keller

Munich University of Applied Sciences

GERMANY

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Markus Reischl

Professor

Karlsruher Institut für Technologie

GERMANY

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Ruediger Rudolf

Professor

University of Mannheim

GERMANY

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Roman Bruch

Research Interests

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Contact this professor

Articles (13)

Improving 3D deep learning segmentation with biophysically motivated cell synthesis

From in vitro to in silico: a pipeline for generating virtual tissue simulations from real image data

A multiparametric analysis including single-cell and subcellular feature assessment reveals differential behavior of spheroid cultures on distinct ultra-low attachment plate types

A spheroid whole mount drug testing pipeline with machine-learning based image analysis identifies cell-type specific differences in drug efficacy on a single-cell level

Synthesis of large scale 3D microscopic images of 3D cell cultures for training and benchmarking

Mask R-CNN Outperforms U-Net in Instance Segmentation for Overlapping Cells

Unsupervised GAN epoch selection for biomedical data synthesis

Improving generative adversarial networks for patch-based unpaired image-to-image translation

Prediction of Fluorescent Ki67 Staining in 3D Tumor Spheroids

hiPSC-Derived Schwann Cells Influence Myogenic Differentiation in Neuromuscular Cocultures

Extracellular Matrix Components Regulate Bone Sialoprotein Expression in MDA-MB-231 Breast Cancer Cells

epiTracker: A Framework for Highly Reliable Particle Tracking for the Quantitative Analysis of Fish Movements in Tanks

Evaluation of semi-supervised learning using sparse labeling to segment cell nuclei

Collaborators (5)

Philipp Koch

Moritz Böhland

Florian Keller

Markus Reischl

Ruediger Rudolf

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