Matthias A. Fink | IKIM MMLhttps://mml.kite.ume.de/authors/matthias-a.-fink/Matthias A. FinkHugoBlox Kit (https://hugoblox.com)en-usSun, 01 Feb 2026 00:00:00 +0000Guidelines for Reporting Studies on Large Language Models in Radiology: An International Delphi Expert Surveyhttps://mml.kite.ume.de/publications/kottlors-guidelines-2026/Sun, 01 Feb 2026 00:00:00 +0000https://mml.kite.ume.de/publications/kottlors-guidelines-2026/MedShapeNet -- A Large-Scale Dataset of 3D Medical Shapes for Computer Visionhttps://mml.kite.ume.de/publications/li-medshapenet-2023/Sat, 01 Feb 2025 00:00:00 +0000https://mml.kite.ume.de/publications/li-medshapenet-2023/Accurate Fine-Grained Segmentation of Human Anatomy in Radiographs via Volumetric Pseudo-Labelinghttps://mml.kite.ume.de/publications/seibold-accurate-2023/Thu, 01 Jun 2023 00:00:00 +0000https://mml.kite.ume.de/publications/seibold-accurate-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/Jointly Optimized Deep Neural Networks to Synthesize Monoenergetic Images from Single-Energy CT Angiography for Improving Classification of Pulmonary Embolismhttps://mml.kite.ume.de/publications/fink-jointly-2022/Fri, 01 Apr 2022 00:00:00 +0000https://mml.kite.ume.de/publications/fink-jointly-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/CT Angiography Clot Burden Score from Data Mining of Structured Reports for Pulmonary Embolismhttps://mml.kite.ume.de/publications/fink-ct-2021/Wed, 01 Sep 2021 00:00:00 +0000https://mml.kite.ume.de/publications/fink-ct-2021/A reporting and analysis framework for structured evaluation of COVID-19 clinical and imaging datahttps://mml.kite.ume.de/publications/salg-reporting-2021/Thu, 01 Apr 2021 00:00:00 +0000https://mml.kite.ume.de/publications/salg-reporting-2021/Prediction of low-keV monochromatic images from polyenergetic CT scans for improved automatic detection of pulmonary embolismhttps://mml.kite.ume.de/publications/seibold-prediction-2021/Mon, 01 Feb 2021 00:00:00 +0000https://mml.kite.ume.de/publications/seibold-prediction-2021/