Klaus Maier-Hein | IKIM MMLhttps://mml.kite.ume.de/authors/klaus-maier-hein/Klaus Maier-HeinHugoBlox Kit (https://hugoblox.com)en-usFri, 01 May 2026 00:00:00 +0000https://mml.kite.ume.de/media/authors/klaus-maier-hein_hu_5bc4e6a9018b1fc5.jpegKlaus Maier-Heinhttps://mml.kite.ume.de/authors/klaus-maier-hein/The autoPET3 Challenge: Automated Lesion Segmentation in Whole-Body PET/CT – Multitracer Multicenter Generalizationhttps://mml.kite.ume.de/publications/dexl-autopet3-2026/Fri, 01 May 2026 00:00:00 +0000https://mml.kite.ume.de/publications/dexl-autopet3-2026/Contrastive virtual staining enhances deep learning-based PDAC subtyping from H&E-stained tissue coreshttps://mml.kite.ume.de/publications/fischer-contrastive-2026/Thu, 01 Jan 2026 00:00:00 +0000https://mml.kite.ume.de/publications/fischer-contrastive-2026/AutoPET Challenge on Fully Automated Lesion Segmentation in Oncologic PET/CT Imaging, Part 2: Domain Generalizationhttps://mml.kite.ume.de/publications/dexl-autopet-2025/Mon, 01 Dec 2025 00:00:00 +0000https://mml.kite.ume.de/publications/dexl-autopet-2025/Unlocking the potential of digital pathology: Novel baselines for compressionhttps://mml.kite.ume.de/publications/fischer-unlocking-2025/Tue, 01 Apr 2025 00:00:00 +0000https://mml.kite.ume.de/publications/fischer-unlocking-2025/Learned Image Compression for HE-Stained Histopathological Images via Stain Deconvolutionhttps://mml.kite.ume.de/publications/fischer-learned-2025/Wed, 01 Jan 2025 00:00:00 +0000https://mml.kite.ume.de/publications/fischer-learned-2025/Real-world federated learning in radiology: hurdles to overcome and benefits to gainhttps://mml.kite.ume.de/publications/bujotzek-real-world-2024/Tue, 01 Oct 2024 00:00:00 +0000https://mml.kite.ume.de/publications/bujotzek-real-world-2024/Longitudinal Segmentation of MS Lesions via Temporal Difference Weightinghttps://mml.kite.ume.de/publications/rokuss-longitudinal-2024/Sun, 01 Sep 2024 00:00:00 +0000https://mml.kite.ume.de/publications/rokuss-longitudinal-2024/Metrics reloaded: recommendations for image analysis validationhttps://mml.kite.ume.de/publications/maier-hein-metrics-2024/Thu, 01 Feb 2024 00:00:00 +0000https://mml.kite.ume.de/publications/maier-hein-metrics-2024/Understanding metric-related pitfalls in image analysis validationhttps://mml.kite.ume.de/publications/reinke-understanding-2024/Thu, 01 Feb 2024 00:00:00 +0000https://mml.kite.ume.de/publications/reinke-understanding-2024/Enhanced Diagnostic Fidelity in Pathology Whole Slide Image Compression via Deep Learninghttps://mml.kite.ume.de/publications/fischer-enhanced-2024/Mon, 01 Jan 2024 00:00:00 +0000https://mml.kite.ume.de/publications/fischer-enhanced-2024/Skeleton Recall Loss for Connectivity Conserving and Resource Efficient Segmentation of Thin Tubular Structureshttps://mml.kite.ume.de/publications/kirchhoff-skeleton-2024/Mon, 01 Jan 2024 00:00:00 +0000https://mml.kite.ume.de/publications/kirchhoff-skeleton-2024/Prediction of Bone Marrow Biopsy Results From MRI in Multiple Myeloma Patients Using Deep Learning and Radiomicshttps://mml.kite.ume.de/publications/wennmann-prediction-2023/Sun, 01 Jan 2023 00:00:00 +0000https://mml.kite.ume.de/publications/wennmann-prediction-2023/Detailed Annotations of Chest X-Rays via CT Projection for Report Understandinghttps://mml.kite.ume.de/publications/seibold-detailed-2022/Sat, 01 Oct 2022 00:00:00 +0000https://mml.kite.ume.de/publications/seibold-detailed-2022/Deep Learning–based Assessment of Oncologic Outcomes from Natural Language Processing of Structured Radiology Reportshttps://mml.kite.ume.de/publications/fink-deep-2022/Fri, 01 Jul 2022 00:00:00 +0000https://mml.kite.ume.de/publications/fink-deep-2022/Metrics reloaded: Pitfalls and recommendations for image analysis validationhttps://mml.kite.ume.de/publications/maier-hein-metrics-2022/Wed, 01 Jun 2022 00:00:00 +0000https://mml.kite.ume.de/publications/maier-hein-metrics-2022/Pseudoprospective Paraclinical Interaction of Radiology Residents With a Deep Learning System for Prostate Cancer Detection: Experience, Performance, and Identification of the Need for Intermittent Recalibrationhttps://mml.kite.ume.de/publications/zhang-pseudoprospective-2022/Fri, 01 Apr 2022 00:00:00 +0000https://mml.kite.ume.de/publications/zhang-pseudoprospective-2022/Combining deep learning and radiomics for automated, objective, comprehensive bone marrow characterization from whole-body MRI: a multicentric feasibility studyhttps://mml.kite.ume.de/publications/wennmann-combining-2022/Sat, 01 Jan 2022 00:00:00 +0000https://mml.kite.ume.de/publications/wennmann-combining-2022/DICOM Whole Slide Imaging for Computational Pathology Research in Kaapana and the Joint Imaging Platformhttps://mml.kite.ume.de/publications/fischer-dicom-2022/Sat, 01 Jan 2022 00:00:00 +0000https://mml.kite.ume.de/publications/fischer-dicom-2022/Fine-tuning BERT Models for Summarizing German Radiology Findingshttps://mml.kite.ume.de/publications/liang-fine-tuning-2022/Sat, 01 Jan 2022 00:00:00 +0000https://mml.kite.ume.de/publications/liang-fine-tuning-2022/In Vivo Repeatability and Multiscanner Reproducibility of MRI Radiomics Features in Patients With Monoclonal Plasma Cell Disordershttps://mml.kite.ume.de/publications/wennmann-vivo-2022/Sat, 01 Jan 2022 00:00:00 +0000https://mml.kite.ume.de/publications/wennmann-vivo-2022/The Federated Tumor Segmentation (FeTS) Challengehttps://mml.kite.ume.de/publications/pati-federated-2021/Sat, 01 May 2021 00:00:00 +0000https://mml.kite.ume.de/publications/pati-federated-2021/Common Limitations of Image Processing Metrics: A Picture Storyhttps://mml.kite.ume.de/publications/reinke-common-2021/Thu, 01 Apr 2021 00:00:00 +0000https://mml.kite.ume.de/publications/reinke-common-2021/Adapting Bidirectional Encoder Representations from Transformers (BERT) to Assess Clinical Semantic Textual Similarity: Algorithm Development and Validation Studyhttps://mml.kite.ume.de/publications/kades-adapting-2021/Mon, 01 Feb 2021 00:00:00 +0000https://mml.kite.ume.de/publications/kades-adapting-2021/Joint Imaging Platform for Federated Clinical Data Analyticshttps://mml.kite.ume.de/publications/scherer-joint-2020/Sun, 01 Nov 2020 00:00:00 +0000https://mml.kite.ume.de/publications/scherer-joint-2020/