<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Rainer Stiefelhagen | IKIM MML</title><link>https://mml.kite.ume.de/authors/rainer-stiefelhagen/</link><atom:link href="https://mml.kite.ume.de/authors/rainer-stiefelhagen/index.xml" rel="self" type="application/rss+xml"/><description>Rainer Stiefelhagen</description><generator>HugoBlox Kit (https://hugoblox.com)</generator><language>en-us</language><lastBuildDate>Fri, 01 May 2026 00:00:00 +0000</lastBuildDate><image><url>https://mml.kite.ume.de/media/authors/rainer-stiefelhagen_hu_b7c07f854358051a.jpeg</url><title>Rainer Stiefelhagen</title><link>https://mml.kite.ume.de/authors/rainer-stiefelhagen/</link></image><item><title>The autoPET3 Challenge: Automated Lesion Segmentation in Whole-Body PET/CT – Multitracer Multicenter Generalization</title><link>https://mml.kite.ume.de/publications/dexl-autopet3-2026/</link><pubDate>Fri, 01 May 2026 00:00:00 +0000</pubDate><guid>https://mml.kite.ume.de/publications/dexl-autopet3-2026/</guid><description/></item><item><title>Enforcing Anatomical Symmetry with Euclidean Distance Transforms for Low-Field MRI Bilateral Structure Segmentation</title><link>https://mml.kite.ume.de/publications/marinov-enforcing-2026/</link><pubDate>Thu, 01 Jan 2026 00:00:00 +0000</pubDate><guid>https://mml.kite.ume.de/publications/marinov-enforcing-2026/</guid><description/></item><item><title>GRASPing Anatomy to Improve Pathology Segmentation</title><link>https://mml.kite.ume.de/publications/li-grasping-2026/</link><pubDate>Thu, 01 Jan 2026 00:00:00 +0000</pubDate><guid>https://mml.kite.ume.de/publications/li-grasping-2026/</guid><description/></item><item><title>Not All Ensembles Are Equal: A Short Study on Moderate to Severe Traumatic Brain Injury Segmentation Methods</title><link>https://mml.kite.ume.de/publications/marinov-not-2026/</link><pubDate>Thu, 01 Jan 2026 00:00:00 +0000</pubDate><guid>https://mml.kite.ume.de/publications/marinov-not-2026/</guid><description/></item><item><title>OmniMedSeg: A Large-Scale Standardized Benchmark for Interactive Medical Image Segmentation</title><link>https://mml.kite.ume.de/publications/marinov-omnimedseg-2026/</link><pubDate>Thu, 01 Jan 2026 00:00:00 +0000</pubDate><guid>https://mml.kite.ume.de/publications/marinov-omnimedseg-2026/</guid><description/></item><item><title>AutoPET Challenge on Fully Automated Lesion Segmentation in Oncologic PET/CT Imaging, Part 2: Domain Generalization</title><link>https://mml.kite.ume.de/publications/dexl-autopet-2025/</link><pubDate>Mon, 01 Dec 2025 00:00:00 +0000</pubDate><guid>https://mml.kite.ume.de/publications/dexl-autopet-2025/</guid><description/></item><item><title>MedShapeNet -- A Large-Scale Dataset of 3D Medical Shapes for Computer Vision</title><link>https://mml.kite.ume.de/publications/li-medshapenet-2023/</link><pubDate>Sat, 01 Feb 2025 00:00:00 +0000</pubDate><guid>https://mml.kite.ume.de/publications/li-medshapenet-2023/</guid><description/></item><item><title>Every Component Counts: Rethinking the Measure of Success for Medical Semantic Segmentation in Multi-Instance Segmentation Tasks</title><link>https://mml.kite.ume.de/publications/jaus-every-2024/</link><pubDate>Tue, 01 Oct 2024 00:00:00 +0000</pubDate><guid>https://mml.kite.ume.de/publications/jaus-every-2024/</guid><description/></item><item><title>Results from the autoPET challenge on fully automated lesion segmentation in oncologic PET/CT imaging</title><link>https://mml.kite.ume.de/publications/gatidis-results-2024/</link><pubDate>Tue, 01 Oct 2024 00:00:00 +0000</pubDate><guid>https://mml.kite.ume.de/publications/gatidis-results-2024/</guid><description/></item><item><title>Towards Unifying Anatomy Segmentation: Automated Generation of a Full-Body CT Dataset</title><link>https://mml.kite.ume.de/publications/jaus-towards-2024/</link><pubDate>Tue, 01 Oct 2024 00:00:00 +0000</pubDate><guid>https://mml.kite.ume.de/publications/jaus-towards-2024/</guid><description/></item><item><title>Data Diet: Can Trimming PET/CT Datasets Enhance Lesion Segmentation?</title><link>https://mml.kite.ume.de/publications/jaus-data-2024/</link><pubDate>Sun, 01 Sep 2024 00:00:00 +0000</pubDate><guid>https://mml.kite.ume.de/publications/jaus-data-2024/</guid><description/></item><item><title>Taking a Step Back: Revisiting Classical Approaches for Efficient Interactive Segmentation of Medical Images</title><link>https://mml.kite.ume.de/publications/marinov-taking-2024/</link><pubDate>Sat, 01 Jun 2024 00:00:00 +0000</pubDate><guid>https://mml.kite.ume.de/publications/marinov-taking-2024/</guid><description/></item><item><title>Anatomy-Guided Pathology Segmentation</title><link>https://mml.kite.ume.de/publications/jaus-anatomy-guided-2024/</link><pubDate>Mon, 01 Jan 2024 00:00:00 +0000</pubDate><guid>https://mml.kite.ume.de/publications/jaus-anatomy-guided-2024/</guid><description/></item><item><title>Deep Interactive Segmentation of Medical Images: A Systematic Review and Taxonomy</title><link>https://mml.kite.ume.de/publications/marinov-deep-2024/</link><pubDate>Mon, 01 Jan 2024 00:00:00 +0000</pubDate><guid>https://mml.kite.ume.de/publications/marinov-deep-2024/</guid><description/></item><item><title>Rethinking Annotator Simulation: Realistic Evaluation of Whole-Body PET Lesion Interactive Segmentation Methods</title><link>https://mml.kite.ume.de/publications/marinov-rethinking-2024/</link><pubDate>Mon, 01 Jan 2024 00:00:00 +0000</pubDate><guid>https://mml.kite.ume.de/publications/marinov-rethinking-2024/</guid><description/></item><item><title>Guiding the Guidance: A Comparative Analysis of User Guidance Signals for Interactive Segmentation of Volumetric Images</title><link>https://mml.kite.ume.de/publications/marinov-guiding-2023/</link><pubDate>Fri, 01 Sep 2023 00:00:00 +0000</pubDate><guid>https://mml.kite.ume.de/publications/marinov-guiding-2023/</guid><description/></item><item><title>Towards Unifying Anatomy Segmentation: Automated Generation of a Full-body CT Dataset via Knowledge Aggregation and Anatomical Guidelines</title><link>https://mml.kite.ume.de/publications/jaus-towards-2023/</link><pubDate>Sat, 01 Jul 2023 00:00:00 +0000</pubDate><guid>https://mml.kite.ume.de/publications/jaus-towards-2023/</guid><description/></item><item><title>Accurate Fine-Grained Segmentation of Human Anatomy in Radiographs via Volumetric Pseudo-Labeling</title><link>https://mml.kite.ume.de/publications/seibold-accurate-2023/</link><pubDate>Thu, 01 Jun 2023 00:00:00 +0000</pubDate><guid>https://mml.kite.ume.de/publications/seibold-accurate-2023/</guid><description/></item><item><title>The autoPET challenge: Towards fully automated lesion segmentation in oncologic PET/CT imaging</title><link>https://mml.kite.ume.de/publications/gatidis-autopet-2023/</link><pubDate>Thu, 01 Jun 2023 00:00:00 +0000</pubDate><guid>https://mml.kite.ume.de/publications/gatidis-autopet-2023/</guid><description/></item><item><title>Mirror U-Net: Marrying Multimodal Fission with Multi-task Learning for Semantic Segmentation in Medical Imaging</title><link>https://mml.kite.ume.de/publications/marinov-mirror-2023/</link><pubDate>Wed, 01 Mar 2023 00:00:00 +0000</pubDate><guid>https://mml.kite.ume.de/publications/marinov-mirror-2023/</guid><description/></item><item><title>Multimodal Interactive Lung Lesion Segmentation: A Framework for Annotating PET/CT Images based on Physiological and Anatomical Cues</title><link>https://mml.kite.ume.de/publications/hallitschke-multimodal-2023/</link><pubDate>Sun, 01 Jan 2023 00:00:00 +0000</pubDate><guid>https://mml.kite.ume.de/publications/hallitschke-multimodal-2023/</guid><description/></item><item><title>Detailed Annotations of Chest X-Rays via CT Projection for Report Understanding</title><link>https://mml.kite.ume.de/publications/seibold-detailed-2022/</link><pubDate>Sat, 01 Oct 2022 00:00:00 +0000</pubDate><guid>https://mml.kite.ume.de/publications/seibold-detailed-2022/</guid><description/></item><item><title>AutoPET Challenge: Combining nn-Unet with Swin UNETR Augmented by Maximum Intensity Projection Classifier</title><link>https://mml.kite.ume.de/publications/heiliger-autopet-2022/</link><pubDate>Thu, 01 Sep 2022 00:00:00 +0000</pubDate><guid>https://mml.kite.ume.de/publications/heiliger-autopet-2022/</guid><description/></item><item><title>Jointly Optimized Deep Neural Networks to Synthesize Monoenergetic Images from Single-Energy CT Angiography for Improving Classification of Pulmonary Embolism</title><link>https://mml.kite.ume.de/publications/fink-jointly-2022/</link><pubDate>Fri, 01 Apr 2022 00:00:00 +0000</pubDate><guid>https://mml.kite.ume.de/publications/fink-jointly-2022/</guid><description/></item><item><title>Breaking with Fixed Set Pathology Recognition Through Report-Guided Contrastive Training</title><link>https://mml.kite.ume.de/publications/seibold-breaking-2022/</link><pubDate>Sat, 01 Jan 2022 00:00:00 +0000</pubDate><guid>https://mml.kite.ume.de/publications/seibold-breaking-2022/</guid><description/></item><item><title>Reference-guided Pseudo-Label Generation for Medical Semantic Segmentation</title><link>https://mml.kite.ume.de/publications/seibold-reference-guided-2021/</link><pubDate>Wed, 01 Dec 2021 00:00:00 +0000</pubDate><guid>https://mml.kite.ume.de/publications/seibold-reference-guided-2021/</guid><description/></item><item><title>CT Angiography Clot Burden Score from Data Mining of Structured Reports for Pulmonary Embolism</title><link>https://mml.kite.ume.de/publications/fink-ct-2021/</link><pubDate>Wed, 01 Sep 2021 00:00:00 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