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Rainer Stiefelhagen

University Hospital Heidelberg · DE
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Area of research
Computer Vision and Pattern Recognition
Research interest
Research interests include Computer science, Artificial intelligence, Convolutional neural network, Benchmark (surveying), Segmentation, and Monochromatic color.
h-index
citations
184
works
11
NIH funding
primary concept
email

Recent publications

AutoPET Challenge on Fully Automated Lesion Segmentation in Oncologic PET/CT Imaging, Part 2: Domain Generalization
Journal of Nuclear Medicine 2025cited by 4position: middledoi
Back to the Future: Challenges of Sparse and Irregular Medical Image Time Series
Lecture notes in computer science 2025cited by 1position: middledoi
Deep Interactive Segmentation of Medical Images: A Systematic Review and Taxonomy
IEEE Transactions on Pattern Analysis and Machine Intelligence 2024cited by 33position: lastdoi
Results from the autoPET challenge on fully automated lesion segmentation in oncologic PET/CT imaging
Nature Machine Intelligence 2024cited by 30position: middledoi
Vi<sup>2</sup>CLR: Video and Image for Visual Contrastive Learning of Representation
2021 IEEE/CVF International Conference on Computer Vision (ICCV) 2021cited by 46position: middledoi
Prediction of low-keV monochromatic images from polyenergetic CT scans for improved automatic detection of pulmonary embolism
arXiv (Cornell University) 2021cited by 6position: middledoi
Self-guided Multiple Instance Learning for Weakly Supervised Disease Classification and Localization in Chest Radiographs
Lecture notes in computer science 2021cited by 0position: lastdoi
Prediction of Low-Kev Monochromatic Images From Polyenergetic CT Scans For Improved Automatic Detection of Pulmonary Embolism
2021cited by 0position: middledoi
Self-Guided Multiple Instance Learning for Weakly Supervised Disease Classification and Localization in Chest Radiographs
arXiv (Cornell University) 2020cited by 5position: lastdoi
Classification-Driven Dynamic Image Enhancement
2018cited by 5position: lastdoi
MovieQA: Understanding Stories in Movies through Question-Answering
2016cited by 54position: middledoi

Grants

No grants ingested yet.

Frequent collaborators

Jens Kleesiek · Deutsche Montan Technologie (Germany)6 papers (2020–2025)Heinz-Peter Schlemmer · German Cancer Research Center4 papers (2020–2021)Constantin Seibold · University Hospital Heidelberg4 papers (2020–2021) · 2 papers (2018–2021)Luc Van Gool · Sofia University "St. Kliment Ohridski"2 papers (2018–2021)Ali Diba · KU Leuven2 papers (2018–2021)Hans‐Ulrich Kauczor · German Cancer Research Center2 papers (2021–2021) · 2 papers (2021–2021)Matthias A. Fink · University Hospital Heidelberg2 papers (2021–2021)Constantin Ulrich · German Cancer Research Center1 papers (2025–2025)Robin Peretzke · German Cancer Research Center1 papers (2025–2025)Saikat Roy · German Cancer Research Center1 papers (2025–2025)David Zimmerer · German Cancer Research Center1 papers (2025–2025) · 1 papers (2016–2016)Yukun Zhu · Qingdao University1 papers (2016–2016)Raquel Urtasun · Universidad Publica de Navarra1 papers (2016–2016)Jan Egger · Graz University of Technology1 papers (2024–2024)Nico Disch · German Cancer Research Center1 papers (2025–2025)Paul F. Jäger · German Cancer Research Center1 papers (2024–2024)Klaus Maier‐Hein · German Cancer Research Center1 papers (2025–2025)
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