Concepedia

Ullrich Köthe

UK

34

Publications

2.9K

Citations

22

H-Index

2003

Active since

Affiliations

Heidelberg University(Current)

Universität Hamburg

German Cancer Research Center

Harvard University

Heidelberg University

Ullrich Köthe is an author at Heidelberg University specializing in engineering, medical image computing, and deep learning.

Top concepts

EngineeringMedical Image ComputingData ScienceDeep LearningComputer ScienceMachine LearningImage AnalysisBiomedical ImagingImage SegmentationMedicine

Publications per year

2003–2023

34

Publications

34

Ilastik: Interactive learning and segmentation toolkit

Christoph Sommer, Christoph Straehle, Ullrich Köthe et al. · 2011 · 1.2K citations

Image Classification, Interactive Machine Learning, Machine Vision +14

Guided Image Generation with Conditional Invertible Neural Networks

Lynton Ardizzone, Carsten Lüth, Jakob Kruse et al. · arXiv (Cornell University) · 2019 · 261 citations · Full text

Image Generation, Machine Vision, Image Analysis +14

BayesFlow: Learning Complex Stochastic Models With Invertible Neural Networks

Stefan T. Radev, Ulf K. Mertens, Lynton Ardizzone et al. · IEEE Transactions on Neural Networks and Learning Systems · 2020 · 202 citations

Bayesian Statistic, Engineering, Machine Learning +18

Analyzing Inverse Problems with Invertible Neural Networks

Lynton Ardizzone, Jakob Kruse, Sebastian Wirkert et al. · arXiv (Cornell University) · 2018 · 154 citations · Full text

Artificial Intelligence, Parameter Space, Engineering +17

Can Virtual Contrast Enhancement in Brain MRI Replace Gadolinium?

Jens Kleesiek, Jan Nikolas Morshuis, Fabian Isensee et al. · Investigative Radiology · 2019 · 135 citations

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