Moon-Sung Kim | IKIM MMLhttps://mml.kite.ume.de/authors/moon-sung-kim/Moon-Sung KimHugoBlox Kit (https://hugoblox.com)en-usMon, 01 Jun 2026 00:00:00 +0000https://mml.kite.ume.de/media/authors/moon-sung-kim_hu_3fc905117ce43a64.jpegMoon-Sung Kimhttps://mml.kite.ume.de/authors/moon-sung-kim/Configurable Clinical Information Extraction with Agentic RAG: What Works, What Breaks, and Whyhttps://mml.kite.ume.de/publications/cinar-koras-configurable-2026/Mon, 01 Jun 2026 00:00:00 +0000https://mml.kite.ume.de/publications/cinar-koras-configurable-2026/Automatic field-of-view planning for magnetic resonance shoulder imaging using Deep Learninghttps://mml.kite.ume.de/publications/quinsten-automatic-2026/Fri, 01 May 2026 00:00:00 +0000https://mml.kite.ume.de/publications/quinsten-automatic-2026/Explainable AI Predicts Hematoxicity from Cancer Treatment Using Multimodal Real-World Datahttps://mml.kite.ume.de/publications/keyl-explainable-2026/Wed, 01 Apr 2026 00:00:00 +0000https://mml.kite.ume.de/publications/keyl-explainable-2026/Screening for patients at risk for cardiac amyloidosis via electronic health records: A multicenter machine learning development and validation studyhttps://mml.kite.ume.de/publications/spielvogel-screening-2026/Wed, 01 Apr 2026 00:00:00 +0000https://mml.kite.ume.de/publications/spielvogel-screening-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/Leveraging Sarcopenia index by automated CT body composition analysis for pan cancer prognostic stratificationhttps://mml.kite.ume.de/publications/borys-leveraging-2025/Wed, 01 Oct 2025 00:00:00 +0000https://mml.kite.ume.de/publications/borys-leveraging-2025/Decoding pan-cancer treatment outcomes using multimodal real-world data and explainable artificial intelligencehttps://mml.kite.ume.de/publications/keyl-decoding-2025/Sat, 01 Feb 2025 00:00:00 +0000https://mml.kite.ume.de/publications/keyl-decoding-2025/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/Why does my medical AI look at pictures of birds? Exploring the efficacy of transfer learning across domain boundarieshttps://mml.kite.ume.de/publications/jonske-2025108634/Wed, 01 Jan 2025 00:00:00 +0000https://mml.kite.ume.de/publications/jonske-2025108634/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/AI-derived body composition parameters as prognostic factors in patients with HCC undergoing TACE in a multicenter studyhttps://mml.kite.ume.de/publications/muller-ai-derived-2024/Thu, 01 Aug 2024 00:00:00 +0000https://mml.kite.ume.de/publications/muller-ai-derived-2024/Establishing Medical Intelligence - Leveraging FHIR to Improve Clinical Management: a retrospective cohort and clinical implementation studyhttps://mml.kite.ume.de/publications/brehmer-establishing-2024/Thu, 01 Aug 2024 00:00:00 +0000https://mml.kite.ume.de/publications/brehmer-establishing-2024/Characteristics and outcomes of patients (pts) with metastatic castration-resistant prostate cancer (mCRPC) treated with lutetium-177–PSMA-617 (PSMA-RLT) in a real-world setting.https://mml.kite.ume.de/publications/kersting-characteristics-2024/Thu, 01 Feb 2024 00:00:00 +0000https://mml.kite.ume.de/publications/kersting-characteristics-2024/Anatomy-Guided Pathology Segmentationhttps://mml.kite.ume.de/publications/jaus-anatomy-guided-2024/Mon, 01 Jan 2024 00:00:00 +0000https://mml.kite.ume.de/publications/jaus-anatomy-guided-2024/Designing and Implementing an Interactive Cloud Platform for Teaching Machine Learning with Medical Datahttps://mml.kite.ume.de/publications/jonske-2024/Mon, 01 Jan 2024 00:00:00 +0000https://mml.kite.ume.de/publications/jonske-2024/Designing and Implementing an Interactive Cloud Platform for Teaching Machine Learning with Medical Datahttps://mml.kite.ume.de/publications/jonske-designing-2024/Mon, 01 Jan 2024 00:00:00 +0000https://mml.kite.ume.de/publications/jonske-designing-2024/Multilingual Natural Language Processing Model for Radiology Reports -- The Summary is all you need!https://mml.kite.ume.de/publications/lindo-multilingual-2024/Mon, 01 Jan 2024 00:00:00 +0000https://mml.kite.ume.de/publications/lindo-multilingual-2024/Rethinking Annotator Simulation: Realistic Evaluation of Whole-Body PET Lesion Interactive Segmentation Methodshttps://mml.kite.ume.de/publications/marinov-rethinking-2024/Mon, 01 Jan 2024 00:00:00 +0000https://mml.kite.ume.de/publications/marinov-rethinking-2024/ReXamine-Global: A Framework for Uncovering Inconsistencies in Radiology Report Generation Metricshttps://mml.kite.ume.de/publications/banerjee-2024-rexamine/Mon, 01 Jan 2024 00:00:00 +0000https://mml.kite.ume.de/publications/banerjee-2024-rexamine/1294 External validation of machine learning models to predict efficacy and toxicity of immune checkpoint inhibitors using real-world pan cancer cohortshttps://mml.kite.ume.de/publications/kiss-1294-2023/Wed, 01 Nov 2023 00:00:00 +0000https://mml.kite.ume.de/publications/kiss-1294-2023/3D surgical instrument collection for computer vision and extended realityhttps://mml.kite.ume.de/publications/luijten-3-d-2023/Wed, 01 Nov 2023 00:00:00 +0000https://mml.kite.ume.de/publications/luijten-3-d-2023/3D-COSI ~ 3D Collection of Surgical Instrumentshttps://mml.kite.ume.de/publications/luijten-3-d-cosi-2023/Sun, 01 Oct 2023 00:00:00 +0000https://mml.kite.ume.de/publications/luijten-3-d-cosi-2023/Decoding pan-cancer treatment outcomes using multimodal real-world data and explainable artificial intelligencehttps://mml.kite.ume.de/publications/keyl-decoding-2023/Sun, 01 Oct 2023 00:00:00 +0000https://mml.kite.ume.de/publications/keyl-decoding-2023/Information extraction from weakly structured radiological reports with natural language querieshttps://mml.kite.ume.de/publications/dada-information-2023/Sat, 01 Jul 2023 00:00:00 +0000https://mml.kite.ume.de/publications/dada-information-2023/Open-source skull reconstruction with MONAIhttps://mml.kite.ume.de/publications/li-open-source-2023/Sat, 01 Jul 2023 00:00:00 +0000https://mml.kite.ume.de/publications/li-open-source-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/Establishing Medical Intelligence - 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