Fabian Hörst | IKIM MMLhttps://mml.kite.ume.de/authors/fabian-horst/Fabian HörstHugoBlox Kit (https://hugoblox.com)en-usMon, 01 Jun 2026 00:00:00 +0000https://mml.kite.ume.de/media/authors/fabian-horst_hu_16536a08c296378c.jpgFabian Hörsthttps://mml.kite.ume.de/authors/fabian-horst/Vessel branching patterns quantified by artificial intelligence as a novel prognostic biomarker in advanced renal cell carcinoma: A post-hoc analysis of the CM914 trial.https://mml.kite.ume.de/publications/timm-vessel-2026/Mon, 01 Jun 2026 00:00:00 +0000https://mml.kite.ume.de/publications/timm-vessel-2026/CellViT++: Energy-Efficient and Adaptive Cell Segmentation and Classification Using Foundation Modelshttps://mml.kite.ume.de/publications/horst-cellvit-2025/Wed, 01 Apr 2026 00:00:00 +0000https://mml.kite.ume.de/publications/horst-cellvit-2025/Deep Learning-derived Sarcopenia Marker Predicts Benefit from Anti-EGFR Therapy in Patients with RAS Wild-Type Metastatic Colorectal Cancerhttps://mml.kite.ume.de/publications/keyl-deep-2026/Thu, 01 Jan 2026 00:00:00 +0000https://mml.kite.ume.de/publications/keyl-deep-2026/Efficient Complex-Valued Vision Transformers for MRI Classification Directly from k-Spacehttps://mml.kite.ume.de/publications/rempe-efficient-2026/Thu, 01 Jan 2026 00:00:00 +0000https://mml.kite.ume.de/publications/rempe-efficient-2026/Automated CT-based sarcopenia assessment for risk stratification of patients undergoing colorectal cancer resectionhttps://mml.kite.ume.de/publications/vogelsang-automated-2025/Sat, 01 Nov 2025 00:00:00 +0000https://mml.kite.ume.de/publications/vogelsang-automated-2025/CT-GRAPH: Hierarchical Graph Attention Network for Anatomy-Guided CT Report Generationhttps://mml.kite.ume.de/publications/kalisch-ct-graph-2025/Wed, 01 Oct 2025 00:00:00 +0000https://mml.kite.ume.de/publications/kalisch-ct-graph-2025/Three-Dimensional Quantification of Macular OCT Alterations Improves the Diagnostic Performance of Artificial Intelligence Modelshttps://mml.kite.ume.de/publications/heine-three-dimensional-2025/Tue, 01 Jul 2025 00:00:00 +0000https://mml.kite.ume.de/publications/heine-three-dimensional-2025/De-identification of medical imaging data: a comprehensive tool for ensuring patient privacyhttps://mml.kite.ume.de/publications/rempe-deidentification-2025/Sun, 01 Jun 2025 00:00:00 +0000https://mml.kite.ume.de/publications/rempe-deidentification-2025/PhaseGen: A Diffusion-Based Approach for Complex-Valued MRI Data Generationhttps://mml.kite.ume.de/publications/rempe-phasegen-2025/Tue, 01 Apr 2025 00:00:00 +0000https://mml.kite.ume.de/publications/rempe-phasegen-2025/Cracking the PUMA Challenge in 24 Hours with CellViT++ and nnU-Nethttps://mml.kite.ume.de/publications/shahamiri-cracking-2025/Sat, 01 Mar 2025 00:00:00 +0000https://mml.kite.ume.de/publications/shahamiri-cracking-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/Spacewalker: Traversing Representation Spaces for Fast Interactive Exploration and Annotation of Unstructured Datahttps://mml.kite.ume.de/publications/heine-spacewalker-2025/Wed, 01 Jan 2025 00:00:00 +0000https://mml.kite.ume.de/publications/heine-spacewalker-2025/Three-Dimensional Quantification of Macular OCT Alterations Improves the Diagnostic Performance of Artificial Intelligence Modelshttps://mml.kite.ume.de/publications/heine-2025-three/Wed, 01 Jan 2025 00:00:00 +0000https://mml.kite.ume.de/publications/heine-2025-three/Early versus late response to PD-1-based immunotherapy in metastatic melanomahttps://mml.kite.ume.de/publications/lodde-early-2024/Thu, 01 Aug 2024 00:00:00 +0000https://mml.kite.ume.de/publications/lodde-early-2024/Cyto R-CNN and CytoNuke Dataset: Towards reliable whole-cell segmentation in bright-field histological imageshttps://mml.kite.ume.de/publications/raufeisen-cyto-2024/Mon, 01 Jul 2024 00:00:00 +0000https://mml.kite.ume.de/publications/raufeisen-cyto-2024/Tumor likelihood estimation on MRI prostate data by utilizing k-Space informationhttps://mml.kite.ume.de/publications/rempe-tumor-2024/Sat, 01 Jun 2024 00:00:00 +0000https://mml.kite.ume.de/publications/rempe-tumor-2024/Accelerating Artificial Intelligence-based Whole Slide Image Analysis with an Optimized Preprocessing Pipelinehttps://mml.kite.ume.de/publications/horst-accelerating-2024/Mon, 01 Jan 2024 00:00:00 +0000https://mml.kite.ume.de/publications/horst-accelerating-2024/CytoNuke Dataset: Towards reliable whole-cell segmentation in bright-field histological imageshttps://mml.kite.ume.de/publications/raufeisen-cytonuke-2024/Mon, 01 Jan 2024 00:00:00 +0000https://mml.kite.ume.de/publications/raufeisen-cytonuke-2024/Histology-Based Prediction of Therapy Response to Neoadjuvant Chemotherapy for Esophageal and Esophagogastric Junction Adenocarcinomas Using Deep Learninghttps://mml.kite.ume.de/publications/horst-histology-based-2023-b/Tue, 01 Aug 2023 00:00:00 +0000https://mml.kite.ume.de/publications/horst-histology-based-2023-b/CellViT: Vision Transformers for Precise Cell Segmentation and Classificationhttps://mml.kite.ume.de/publications/horst-cellvit-2023/Thu, 01 Jun 2023 00:00:00 +0000https://mml.kite.ume.de/publications/horst-cellvit-2023/Valuing vicinity: Memory attention framework for context-based semantic segmentation in histopathologyhttps://mml.kite.ume.de/publications/ester-valuing-2023/Mon, 01 May 2023 00:00:00 +0000https://mml.kite.ume.de/publications/ester-valuing-2023/Histology-based Prediction of Therapy Response to Neoadjuvant Chemotherapy for Esophageal and Esophagogastric Junction Adenocarcinomas Using Deep Learninghttps://mml.kite.ume.de/publications/horst-histology-based-2023/Wed, 01 Mar 2023 00:00:00 +0000https://mml.kite.ume.de/publications/horst-histology-based-2023/Lean Study Host: Towards an Automated Pipeline for Multi-Center Study Hostinghttps://mml.kite.ume.de/publications/heine-lean-2023/Sun, 01 Jan 2023 00:00:00 +0000https://mml.kite.ume.de/publications/heine-lean-2023/Valuing Vicinity: Memory attention framework for context-based semantic segmentation in histopathologyhttps://mml.kite.ume.de/publications/ester-valuing-2022/Sat, 01 Oct 2022 00:00:00 +0000https://mml.kite.ume.de/publications/ester-valuing-2022/