Jan Egger | IKIM MMLhttps://mml.kite.ume.de/authors/jan-egger/Jan EggerHugoBlox Kit (https://hugoblox.com)en-usWed, 01 Jul 2026 00:00:00 +0000https://mml.kite.ume.de/media/authors/jan-egger_hu_30a8ed9df6324632.jpgJan Eggerhttps://mml.kite.ume.de/authors/jan-egger/Large language models enable prognostic stratification of cancer patients using real-world clinical noteshttps://mml.kite.ume.de/publications/kiermeyer-large-2026/Wed, 01 Jul 2026 00:00:00 +0000https://mml.kite.ume.de/publications/kiermeyer-large-2026/++nnU-Net: Scaling nnU-Net with Prefix-Based Data Augmentationhttps://mml.kite.ume.de/publications/santos-nnu-net-2026/Mon, 01 Jun 2026 00:00:00 +0000https://mml.kite.ume.de/publications/santos-nnu-net-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/Achieving Over 10× Faster Sample Generation with Conditional Denoising Diffusionhttps://mml.kite.ume.de/publications/ferreira-achieving-2026/Thu, 01 Jan 2026 00:00:00 +0000https://mml.kite.ume.de/publications/ferreira-achieving-2026/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/From screen to space: evaluating Siemens’ Cinematic Reality application for medical imaging on the Apple Vision Prohttps://mml.kite.ume.de/publications/luijten-screen-2026/Thu, 01 Jan 2026 00:00:00 +0000https://mml.kite.ume.de/publications/luijten-screen-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/Performing the HINTS-exam using a mixed-reality head-mounted display in patients with acute vestibular syndrome: a feasibility studyhttps://mml.kite.ume.de/publications/sadok-performing-2025/Thu, 01 May 2025 00:00:00 +0000https://mml.kite.ume.de/publications/sadok-performing-2025/Aortic Vessel Tree Segmentation for Cardiovascular Diseases Treatment: Status Quohttps://mml.kite.ume.de/publications/jin-aortic-2025/Tue, 01 Apr 2025 00:00:00 +0000https://mml.kite.ume.de/publications/jin-aortic-2025/Virtual reality support during systemic cancer therapy to improve anxiety/depressive symptoms and reduce toxicity in patients with gastrointestinal cancers—OncoVRhttps://mml.kite.ume.de/publications/kasper-virtual-2025/Sat, 01 Mar 2025 00:00:00 +0000https://mml.kite.ume.de/publications/kasper-virtual-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/Comparative Analysis of nnUNet and MedNeXt for Head and Neck Tumor Segmentation in MRI-Guided Radiotherapyhttps://mml.kite.ume.de/publications/moradi-comparative-2025/Wed, 01 Jan 2025 00:00:00 +0000https://mml.kite.ume.de/publications/moradi-comparative-2025/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/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/Brain Tumour Removing and Missing Modality Generation using 3D WDMhttps://mml.kite.ume.de/publications/ferreira-brain-2024/Sun, 01 Dec 2024 00:00:00 +0000https://mml.kite.ume.de/publications/ferreira-brain-2024/Improved Multi-Task Brain Tumour Segmentation with Synthetic Data Augmentationhttps://mml.kite.ume.de/publications/ferreira-improved-2024/Sun, 01 Dec 2024 00:00:00 +0000https://mml.kite.ume.de/publications/ferreira-improved-2024/Results from the autoPET challenge on fully automated lesion segmentation in oncologic PET/CT imaginghttps://mml.kite.ume.de/publications/gatidis-results-2024/Tue, 01 Oct 2024 00:00:00 +0000https://mml.kite.ume.de/publications/gatidis-results-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/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/How we won BraTS 2023 Adult Glioma challenge? 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Enhanced Synthetic Data Augmentation and Model Ensemble for brain tumour segmentationhttps://mml.kite.ume.de/publications/ferreira-how-2024/Mon, 01 Jul 2024 00:00:00 +0000https://mml.kite.ume.de/publications/ferreira-how-2024/Der mobile Patienthttps://mml.kite.ume.de/publications/egger-mobile-2024/Sat, 01 Jun 2024 00:00:00 +0000https://mml.kite.ume.de/publications/egger-mobile-2024/Multisensory Extended Reality Applications Offer Benefits for Volumetric Biomedical Image Analysis in Research and Medicinehttps://mml.kite.ume.de/publications/krieger-multisensory-2024/Sat, 01 Jun 2024 00:00:00 +0000https://mml.kite.ume.de/publications/krieger-multisensory-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/Deep Learning-based Point Cloud Registration for Augmented Reality-guided Surgeryhttps://mml.kite.ume.de/publications/weber-deep-2024/Wed, 01 May 2024 00:00:00 +0000https://mml.kite.ume.de/publications/weber-deep-2024/GAN-based generation of realistic 3D volumetric data: A systematic review and taxonomyhttps://mml.kite.ume.de/publications/ferreira-gan-based-2024/Mon, 01 Apr 2024 00:00:00 +0000https://mml.kite.ume.de/publications/ferreira-gan-based-2024/A Semi-automatic Cranial Implant Design Tool Based on Rigid ICP Template Alignment and Voxel Space Reconstructionhttps://mml.kite.ume.de/publications/lackner-semi-automatic-2024/Fri, 01 Mar 2024 00:00:00 +0000https://mml.kite.ume.de/publications/lackner-semi-automatic-2024/Advancing Healthcare Through Open Science: StudierFenster and MedShapeNethttps://mml.kite.ume.de/publications/unknown/Fri, 01 Mar 2024 00:00:00 +0000https://mml.kite.ume.de/publications/unknown/Deep PCCT: Photon Counting Computed Tomography Deep Learning Applications Reviewhttps://mml.kite.ume.de/publications/alves-deep-2024/Thu, 01 Feb 2024 00:00:00 +0000https://mml.kite.ume.de/publications/alves-deep-2024/Diminished Reality for Emerging Applications in Medicine through Inpaintinghttps://mml.kite.ume.de/publications/gsaxner-diminished-2024/Thu, 01 Feb 2024 00:00:00 +0000https://mml.kite.ume.de/publications/gsaxner-diminished-2024/Response to the comment on “The impact and opportunities of large language models like ChatGPT in oral and maxillofacial surgery: a narrative review”https://mml.kite.ume.de/publications/puladi-response-2024/Thu, 01 Feb 2024 00:00:00 +0000https://mml.kite.ume.de/publications/puladi-response-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/ChatGPT in healthcare: A taxonomy and systematic reviewhttps://mml.kite.ume.de/publications/li-chatgpt-2024/Mon, 01 Jan 2024 00:00:00 +0000https://mml.kite.ume.de/publications/li-chatgpt-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/Deep Interactive Segmentation of Medical Images: A Systematic Review and Taxonomyhttps://mml.kite.ume.de/publications/marinov-deep-2024/Mon, 01 Jan 2024 00:00:00 +0000https://mml.kite.ume.de/publications/marinov-deep-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/k-strip: A novel segmentation algorithm in k-space for the application of skull strippinghttps://mml.kite.ume.de/publications/rempe-k-strip-2024/Mon, 01 Jan 2024 00:00:00 +0000https://mml.kite.ume.de/publications/rempe-k-strip-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/What is Diminished Virtuality? 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reviewhttps://mml.kite.ume.de/publications/puladi-impact-2023/Sun, 01 Oct 2023 00:00:00 +0000https://mml.kite.ume.de/publications/puladi-impact-2023/Anatomy Completor: A Multi-class Completion Framework for 3D Anatomy Reconstructionhttps://mml.kite.ume.de/publications/li-anatomy-2023/Fri, 01 Sep 2023 00:00:00 +0000https://mml.kite.ume.de/publications/li-anatomy-2023/Improvement in Disease Diagnosis in Computed Tomography Images by Correlating Organ Volumes with Disease Occurrences in Humanshttps://mml.kite.ume.de/publications/van-meegdenburg-improvement-2023/Fri, 01 Sep 2023 00:00:00 +0000https://mml.kite.ume.de/publications/van-meegdenburg-improvement-2023/Virtual Reality, Augmented Reality, Augmented Virtuality, or Mixed Reality in Cardiopulmonary Resuscitation: Which Extended Reality am I Using for Teaching Adult Basic Life Support?https://mml.kite.ume.de/publications/fijacko-virtual-2023/Fri, 01 Sep 2023 00:00:00 +0000https://mml.kite.ume.de/publications/fijacko-virtual-2023/Apple 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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/Establishing Medical Intelligence - Leveraging FHIR to Improve Clinical Managementhttps://mml.kite.ume.de/publications/brehmer-establishing-2023/Thu, 01 Jun 2023 00:00:00 +0000https://mml.kite.ume.de/publications/brehmer-establishing-2023/The autoPET challenge: Towards fully automated lesion segmentation in oncologic PET/CT imaginghttps://mml.kite.ume.de/publications/gatidis-autopet-2023/Thu, 01 Jun 2023 00:00:00 +0000https://mml.kite.ume.de/publications/gatidis-autopet-2023/Towards clinical applicability and computational efficiency in automatic cranial implant design: An overview of the AutoImplant 2021 cranial implant design challengehttps://mml.kite.ume.de/publications/li-towards-2023/Thu, 01 Jun 2023 00:00:00 +0000https://mml.kite.ume.de/publications/li-towards-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/An Opinion on ChatGPT in Health Care—Written by Humans Onlyhttps://mml.kite.ume.de/publications/kleesiek-opinion-2023/Sat, 01 Apr 2023 00:00:00 +0000https://mml.kite.ume.de/publications/kleesiek-opinion-2023/ChatGPT in Healthcare: A Taxonomy and Systematic Reviewhttps://mml.kite.ume.de/publications/li-chatgpt-2023/Wed, 01 Mar 2023 00:00:00 +0000https://mml.kite.ume.de/publications/li-chatgpt-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/A web-based radiomics module for image feature extraction for tumor characterizationhttps://mml.kite.ume.de/publications/huebner-web-based-2023/Sun, 01 Jan 2023 00:00:00 +0000https://mml.kite.ume.de/publications/huebner-web-based-2023/Evaluation of thresholding methods for the quantifcation of 68Ga‑PSMA‑11 PET molecular tumor volume and their efect on survival prediction in patients with advanced prostate cancer undergoing 177Lu‑PSMA‑617 radioligand therapyhttps://mml.kite.ume.de/publications/kim-evaluation-2023/Sun, 01 Jan 2023 00:00:00 +0000https://mml.kite.ume.de/publications/kim-evaluation-2023/FAM: Relative Flatness Aware Minimizationhttps://mml.kite.ume.de/publications/adilova-2023-fam/Sun, 01 Jan 2023 00:00:00 +0000https://mml.kite.ume.de/publications/adilova-2023-fam/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/On the Impact of Cross-Domain Data on German Language Modelshttps://mml.kite.ume.de/publications/dada-2023-impact/Sun, 01 Jan 2023 00:00:00 +0000https://mml.kite.ume.de/publications/dada-2023-impact/The HoloLens in medicine: A systematic review and taxonomyhttps://mml.kite.ume.de/publications/gsaxner-hololens-2023/Sun, 01 Jan 2023 00:00:00 +0000https://mml.kite.ume.de/publications/gsaxner-hololens-2023/Open-Source Skull Reconstruction with MONAIhttps://mml.kite.ume.de/publications/li-open-source-2022/Tue, 01 Nov 2022 00:00:00 +0000https://mml.kite.ume.de/publications/li-open-source-2022/'A net for everyone': fully personalized and unsupervised neural networks trained with longitudinal data from a single patienthttps://mml.kite.ume.de/publications/strack-net-2022/Sat, 01 Oct 2022 00:00:00 +0000https://mml.kite.ume.de/publications/strack-net-2022/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 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application of skull strippinghttps://mml.kite.ume.de/publications/rempe-k-strip-2022/Sun, 01 May 2022 00:00:00 +0000https://mml.kite.ume.de/publications/rempe-k-strip-2022/Medical Deep Learning – A systematic Meta-Reviewhttps://mml.kite.ume.de/publications/egger-medical-2022/Sun, 01 May 2022 00:00:00 +0000https://mml.kite.ume.de/publications/egger-medical-2022/Review of Disentanglement Approaches for Medical Applications: Towards Solving the Gordian Knot of Generative Models in Healthcarehttps://mml.kite.ume.de/publications/fragemann-review-2022/Tue, 01 Mar 2022 00:00:00 +0000https://mml.kite.ume.de/publications/fragemann-review-2022/Stochastic Modeling of Inhomogeneities in the Aortic Wall and Uncertainty Quantification using a Bayesian Encoder-Decoder Surrogatehttps://mml.kite.ume.de/publications/ranftl-stochastic-2022/Mon, 21 Feb 2022 00:00:00 +0000https://mml.kite.ume.de/publications/ranftl-stochastic-2022/Sparse Convolutional Neural Networks for Medical Image 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+0000https://mml.kite.ume.de/publications/yu-pca-skull-2021/Radiomics in head and neck cancerhttps://mml.kite.ume.de/publications/goncalves-radiomics-2021/Fri, 01 Jan 2021 00:00:00 +0000https://mml.kite.ume.de/publications/goncalves-radiomics-2021/SkullBreak/SkullFix–Dataset for automatic cranial implant design and a benchmark for volumetric shape learning taskshttps://mml.kite.ume.de/publications/kodym-skullbreakskullfixdataset-2021/Fri, 01 Jan 2021 00:00:00 +0000https://mml.kite.ume.de/publications/kodym-skullbreakskullfixdataset-2021/Sparse Convolutional Neural Network for Skull Reconstructionhttps://mml.kite.ume.de/publications/kroviakov-sparse-2021/Fri, 01 Jan 2021 00:00:00 +0000https://mml.kite.ume.de/publications/kroviakov-sparse-2021/Synthetic skull bone defects for automatic patient-specific craniofacial implant designhttps://mml.kite.ume.de/publications/li-synthetic-2021/Fri, 01 Jan 2021 00:00:00 +0000https://mml.kite.ume.de/publications/li-synthetic-2021/Towards the Automatization of Cranial Implant Design in Cranioplasty IIhttps://mml.kite.ume.de/publications/li-towards-2021/Fri, 01 Jan 2021 00:00:00 +0000https://mml.kite.ume.de/publications/li-towards-2021/Towards the automatization of cranial implant design in cranioplastyhttps://mml.kite.ume.de/publications/li-2020-towards/Wed, 01 Jan 2020 00:00:00 +0000https://mml.kite.ume.de/publications/li-2020-towards/