Concepedia

Christoph Baur

CB

10

Publications

892

Citations

10

H-Index

2015

Active since

Affiliations

Technical University of Munich(Current)

Johns Hopkins University

Klinikum rechts der Isar

Christoph Baur is an author at Technical University of Munich specializing in engineering, medical image computing, and deep learning.

Top concepts

EngineeringDeep LearningImage AnalysisMachine LearningMedical Image ComputingData ScienceComputer VisionBiomedical ImagingRadiologyPattern Recognition

Publications per year

2015–2021

10

Publications

10

AggNet: Deep Learning From Crowds for Mitosis Detection in Breast Cancer Histology Images

Shadi Albarqouni, Christoph Baur, Felix Achilles et al. · IEEE Transactions on Medical Imaging · 2016 · 616 citations

Artificial Intelligence, Data Annotation, Convolutional Neural Network +25

GANs for medical image analysis

Salome Kazeminia, Christoph Baur, Arjan Kuijper et al. · Artificial Intelligence in Medicine · 2020 · 56 citations · Full text

MelanoGANs: High Resolution Skin Lesion Synthesis with GANs

Christoph Baur, Shadi Albarqouni, Nassir Navab · arXiv (Cornell University) · 2018 · 44 citations · Full text

High Resolution Images, Machine Learning, Engineering +19

Modeling Healthy Anatomy with Artificial Intelligence for Unsupervised Anomaly Detection in Brain MRI

Christoph Baur, Benedikt Wiestler, Mark Muehlau et al. · Radiology Artificial Intelligence · 2021 · 42 citations · Full text

Staingan: Stain Style Transfer for Digital Histological Images

Muhammad Shaban, Christoph Baur, Nassir Navab et al. · 2019 · 38 citations · Full text

Medical Image Segmentation, Stain Normalization, Machine Learning +23

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