Jianning Li

Orcid: 0000-0002-3782-9547

Affiliations:
  • University Hospital Essen (UKE), Institute for Artificial Intelligence in Medicine (IKIM), Essen, Germany
  • Graz University of Technology, Institute of Computer Graphics and Vision, Graz, Austria


According to our database1, Jianning Li authored at least 56 papers between 2019 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

2019
2020
2021
2022
2023
2024
0
5
10
15
8
7
4
5
3
6
4
6
8
2
1
2

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2024
Back to the Roots: Reconstructing Large and Complex Cranial Defects using an Image-based Statistical Shape Model.
J. Medical Syst., December, 2024

CytoNuke Dataset: Towards reliable whole-cell segmentation in bright-field histological images.
Dataset, January, 2024

Corrigendum to: GAN-based generation of realistic 3D volumetric data: A systematic review and taxonomy [Medical Image Analysis 93 (2024)].
Medical Image Anal., 2024

GAN-based generation of realistic 3D volumetric data: A systematic review and taxonomy.
Medical Image Anal., 2024

A Semi-automatic Cranial Implant Design Tool Based on Rigid ICP Template Alignment and Voxel Space Reconstruction.
CoRR, 2024

Deep Medial Voxels: Learned Medial Axis Approximations for Anatomical Shape Modeling.
CoRR, 2024

How we won BraTS 2023 Adult Glioma challenge? Just faking it! Enhanced Synthetic Data Augmentation and Model Ensemble for brain tumour segmentation.
CoRR, 2024

Cyto R-CNN and CytoNuke Dataset: Towards reliable whole-cell segmentation in bright-field histological images.
Comput. Methods Programs Biomed., 2024

ChatGPT in healthcare: A taxonomy and systematic review.
Comput. Methods Programs Biomed., 2024

2023
Automated cross-sectional view selection in CT angiography of aortic dissections with uncertainty awareness and retrospective clinical annotations.
Comput. Biol. Medicine, October, 2023



Towards clinical applicability and computational efficiency in automatic cranial implant design: An overview of the AutoImplant 2021 cranial implant design challenge.
Medical Image Anal., August, 2023

Open-source skull reconstruction with MONAI.
SoftwareX, July, 2023

The HoloLens in medicine: A systematic review and taxonomy.
Medical Image Anal., April, 2023

On the Impact of Cross-Domain Data on German Language Models.
CoRR, 2023

MedShapeNet - A Large-Scale Dataset of 3D Medical Shapes for Computer Vision.
CoRR, 2023

Why is the winner the best?
CoRR, 2023

FAM: Relative Flatness Aware Minimization.
Proceedings of the Topological, 2023

Anatomy Completor: A Multi-class Completion Framework for 3D Anatomy Reconstruction.
Proceedings of the Shape in Medical Imaging - International Workshop, 2023

Enhanced Data Augmentation Using Synthetic Data for Brain Tumour Segmentation.
Proceedings of the Brain Tumor Segmentation, and Cross-Modality Domain Adaptation for Medical Image Segmentation, 2023

Multicenter aortic vessel tree extraction using deep learning.
Proceedings of the Medical Imaging 2023: Biomedical Applications in Molecular, 2023

On the Impact of Cross-Domain Data on German Language Models.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Why is the Winner the Best?
, , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , ,
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
Studierfenster: an Open Science Cloud-Based Medical Imaging Analysis Platform.
J. Digit. Imaging, 2022

Biomedical image analysis competitions: The state of current participation practice.
CoRR, 2022

GAN-based generation of realistic 3D data: A systematic review and taxonomy.
CoRR, 2022

Medical deep learning - A systematic meta-review.
Comput. Methods Programs Biomed., 2022

Training β-VAE by Aggregating a Learned Gaussian Posterior with a Decoupled Decoder.
Proceedings of the Medical Applications with Disentanglements - First MICCAI Workshop, 2022

Applying Disentanglement in the Medical Domain: An Introduction for the MAD Workshop.
Proceedings of the Medical Applications with Disentanglements - First MICCAI Workshop, 2022

Enhancement of aortic dissections in CT angiography: are common filters robust enough?
Proceedings of the Medical Imaging 2022: Biomedical Applications in Molecular, 2022

CranGAN: Adversarial Point Cloud Reconstruction for patient-specific Cranial Implant Design.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

2021
AutoImplant 2020-First MICCAI Challenge on Automatic Cranial Implant Design.
IEEE Trans. Medical Imaging, 2021

Deep learning - a first meta-survey of selected reviews across scientific disciplines, their commonalities, challenges and research impact.
PeerJ Comput. Sci., 2021

Automatic skull defect restoration and cranial implant generation for cranioplasty.
Medical Image Anal., 2021

AI-based Aortic Vessel Tree Segmentation for Cardiovascular Diseases Treatment: Status Quo.
CoRR, 2021

Augmented Reality for Head and Neck Carcinoma Imaging: Description and Feasibility of an Instant Calibration, Markerless Approach.
Comput. Methods Programs Biomed., 2021

Inside-Out Instrument Tracking for Surgical Navigation in Augmented Reality.
Proceedings of the VRST '21: 27th ACM Symposium on Virtual Reality Software and Technology, Virtual Event / Osaka, Japan, December 8, 2021

An online platform for automatic skull defect restoration and cranial implant design.
Proceedings of the Medical Imaging 2021: Image-Guided Procedures, 2021

PCA-Skull: 3D Skull Shape Modelling Using Principal Component Analysis.
Proceedings of the Towards the Automatization of Cranial Implant Design in Cranioplasty II, 2021

Learning to Rearrange Voxels in Binary Segmentation Masks for Smooth Manifold Triangulation.
Proceedings of the Towards the Automatization of Cranial Implant Design in Cranioplasty II, 2021

Sparse Convolutional Neural Network for Skull Reconstruction.
Proceedings of the Towards the Automatization of Cranial Implant Design in Cranioplasty II, 2021

Deep learning and particle filter-based aortic dissection vessel tree segmentation.
Proceedings of the Medical Imaging 2021: Biomedical Applications in Molecular, 2021

2020
Detection, segmentation, simulation and visualization of aortic dissections: A review.
Medical Image Anal., 2020

Deep Learning - A first Meta-Survey of selected Reviews across Scientific Disciplines and their Research Impact.
CoRR, 2020

Medical Deep Learning - A systematic Meta-Review.
CoRR, 2020

A comprehensive workflow and framework for immersive virtual endoscopy of dissected aortae from CTA data.
Proceedings of the Medical Imaging 2020: Image-Guided Procedures, 2020

Semi-supervised Virtual Regression of Aortic Dissections Using 3D Generative Inpainting.
Proceedings of the Thoracic Image Analysis - Second International Workshop, 2020

A Baseline Approach for AutoImplant: The MICCAI 2020 Cranial Implant Design Challenge.
Proceedings of the Multimodal Learning for Clinical Decision Support and Clinical Image-Based Procedures, 2020

Dataset Descriptor for the AutoImplant Cranial Implant Design Challenge.
Proceedings of the Towards the Automatization of Cranial Implant Design in Cranioplasty, 2020

Single-Shot Deep Volumetric Regression for Mobile Medical Augmented Reality.
Proceedings of the Multimodal Learning for Clinical Decision Support and Clinical Image-Based Procedures, 2020

High-Resolution Cranial Implant Prediction via Patch-Wise Training.
Proceedings of the Towards the Automatization of Cranial Implant Design in Cranioplasty, 2020

Learning Volumetric Shape Super-Resolution for Cranial Implant Design.
Proceedings of the Towards the Automatization of Cranial Implant Design in Cranioplasty, 2020

IRIS: interactive real-time feedback image segmentation with deep learning.
Proceedings of the Medical Imaging 2020: Biomedical Applications in Molecular, 2020

2019
Structural Analysis of Complex Atrial Intramural Microstructure from A Multi-layer Model Based on Siamese Network.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

A Robust Algorithm for Selecting Optimal Regularization Parameter Based on Bilateral Accumulative Area.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019


  Loading...