Jianning Li | IKIM MMLhttps://mml.kite.ume.de/authors/jianning-li/Jianning LiHugoBlox Kit (https://hugoblox.com)en-usTue, 01 Apr 2025 00:00:00 +0000Aortic 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/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/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? Just faking it! 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/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/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/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-2024/3D 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/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/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/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/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/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/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/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/The HoloLens in Medicine: A systematic Review and Taxonomyhttps://mml.kite.ume.de/publications/gsaxner-hololens-2022/Thu, 01 Sep 2022 00:00:00 +0000https://mml.kite.ume.de/publications/gsaxner-hololens-2022/Training beta-VAE by Aggregating a Learned Gaussian Posterior with a Decoupled Decoderhttps://mml.kite.ume.de/publications/li-training-2022/Thu, 01 Sep 2022 00:00:00 +0000https://mml.kite.ume.de/publications/li-training-2022/GAN-based generation of realistic 3D data: A systematic review and taxonomyhttps://mml.kite.ume.de/publications/ferreira-gan-based-2022/Fri, 01 Jul 2022 00:00:00 +0000https://mml.kite.ume.de/publications/ferreira-gan-based-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/Sparse Convolutional Neural Networks for Medical Image Analysishttps://mml.kite.ume.de/publications/li-sparse-2022/Tue, 01 Feb 2022 00:00:00 +0000https://mml.kite.ume.de/publications/li-sparse-2022/AVT: Multicenter aortic vessel tree CTA dataset collection with ground truth segmentation maskshttps://mml.kite.ume.de/publications/radl-avt-2022/Sat, 01 Jan 2022 00:00:00 +0000https://mml.kite.ume.de/publications/radl-avt-2022/Radiomics in Head and Neck Cancer Outcome Predictionshttps://mml.kite.ume.de/publications/goncalves-radiomics-2022/Sat, 01 Jan 2022 00:00:00 +0000https://mml.kite.ume.de/publications/goncalves-radiomics-2022/A web client-based online DICOM browser and NRRD converter for Studierfensterhttps://mml.kite.ume.de/publications/bedoya-web-2021/Mon, 15 Feb 2021 00:00:00 +0000https://mml.kite.ume.de/publications/bedoya-web-2021/A cloud-based centerline algorithm for Studierfensterhttps://mml.kite.ume.de/publications/dionysio-cloud-based-2021/Fri, 01 Jan 2021 00:00:00 +0000https://mml.kite.ume.de/publications/dionysio-cloud-based-2021/A review on patient-specific facial and cranial implant design using Artificial Intelligence (AI) techniqueshttps://mml.kite.ume.de/publications/memon-review-2021/Fri, 01 Jan 2021 00:00:00 +0000https://mml.kite.ume.de/publications/memon-review-2021/Ai-based aortic vessel tree segmentation for cardiovascular diseases treatment: status quohttps://mml.kite.ume.de/publications/jin-ai-based-2021/Fri, 01 Jan 2021 00:00:00 +0000https://mml.kite.ume.de/publications/jin-ai-based-2021/An online platform for automatic skull defect restoration and cranial implant designhttps://mml.kite.ume.de/publications/li-online-2021/Fri, 01 Jan 2021 00:00:00 +0000https://mml.kite.ume.de/publications/li-online-2021/AutoImplant 2020-first MICCAI challenge on automatic cranial implant designhttps://mml.kite.ume.de/publications/li-autoimplant-2021/Fri, 01 Jan 2021 00:00:00 +0000https://mml.kite.ume.de/publications/li-autoimplant-2021/Automated cross-sectional view selection in CT angiography of aortic dissections with uncertainty awareness and retrospective clinical annotationshttps://mml.kite.ume.de/publications/pepe-automated-2021/Fri, 01 Jan 2021 00:00:00 +0000https://mml.kite.ume.de/publications/pepe-automated-2021/Automatic skull defect restoration and cranial implant generation for cranioplastyhttps://mml.kite.ume.de/publications/li-automatic-2021/Fri, 01 Jan 2021 00:00:00 +0000https://mml.kite.ume.de/publications/li-automatic-2021/Deep learning and particle filter-based aortic dissection vessel tree segmentationhttps://mml.kite.ume.de/publications/jin-deep-2021/Fri, 01 Jan 2021 00:00:00 +0000https://mml.kite.ume.de/publications/jin-deep-2021/Deep learning—a first meta-survey of selected reviews across scientific disciplines, their commonalities, challenges and research impacthttps://mml.kite.ume.de/publications/egger-deep-2021/Fri, 01 Jan 2021 00:00:00 +0000https://mml.kite.ume.de/publications/egger-deep-2021/Inside-out instrument tracking for surgical navigation in augmented realityhttps://mml.kite.ume.de/publications/gsaxner-inside-out-2021/Fri, 01 Jan 2021 00:00:00 +0000https://mml.kite.ume.de/publications/gsaxner-inside-out-2021/Learning to rearrange voxels in binary segmentation masks for smooth manifold triangulationhttps://mml.kite.ume.de/publications/li-learning-2021/Fri, 01 Jan 2021 00:00:00 +0000https://mml.kite.ume.de/publications/li-learning-2021/Medical image segmentation in oral-maxillofacial surgeryhttps://mml.kite.ume.de/publications/li-medical-2021/Fri, 01 Jan 2021 00:00:00 +0000https://mml.kite.ume.de/publications/li-medical-2021/MUG500+: Database of 500 high-resolution healthy human skulls and 29 craniotomy skulls and implantshttps://mml.kite.ume.de/publications/li-mug-500-2021/Fri, 01 Jan 2021 00:00:00 +0000https://mml.kite.ume.de/publications/li-mug-500-2021/PCA-Skull: 3D Skull Shape Modelling Using Principal Component Analysishttps://mml.kite.ume.de/publications/yu-pca-skull-2021/Fri, 01 Jan 2021 00:00:00 +0000https://mml.kite.ume.de/publications/yu-pca-skull-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/