
Chang Liu
Erlangen National High-Performance Computing Center (NHR@FAU)
Research associates
Address
Martensstraße 3 91058 Erlangen
Contact
- Since 03/2020: Researcher at Pattern Recognition Lab, FAU
- Since 09/2016: Student at FAU
No projects found.
| Student | Title | Type | Status |
|---|---|---|---|
| Yaqiong Ni | Deep Learning-Based Breast Cancer Risk Stratification Using Multiple Instance Learning on LDCT Scans | MA thesis | finished |
| Yan Wang | Improving manual annotation of 3D medical segmentation dataset using SAM2 | MA thesis | finished |
| Junliang Kang | Automated Configuration of U-Net Architecture for Medical Image Segmentation | MA thesis | finished |
| Yugashree Chaudhari | Automatic Data Augmentation for Multi organ Segmentation | MA thesis | finished |
| Tianyi Wang | A disentangled representation strategy to enhance multi-organ segmentation in CT using multiple datasets | MA thesis | finished |
| Dinuo wei | Latent Diffusion Model for CT Synthesis | Project | running |
| Christopher Brückner | Evaluation of imperfect segmentation labels and the influence on deep learning models | BA thesis | finished |
| Nazmus Sakib | Ground Truth based Convolution Kernel Initialization Method for Medical Image Segmentation | MA thesis | finished |
2025
Journal Articles
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Advancement and independent validation of a deep learning-based tool for automated scoring of nail psoriasis severity using the modified nail psoriasis severity index
In: Frontiers in Medicine 12 (2025), Article No.: 1574413
ISSN: 2296-858X
DOI: 10.3389/fmed.2025.1574413
BibTeX: Download
Conference Contributions
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Anatomy-aware Data Augmentation for Multi-organ Segmentation in CT: AnatoMix
German Conference on Medical Image Computing, 2025 (Regensburg, March 9, 2025 - March 11, 2025)
In: Christoph Palm, Katharina Breininger, Thomas Deserno, Heinz Handels, Andreas Maier, Klaus H. Maier-Hein, Thomas M. Tolxdorff (ed.): Bildverarbeitung für die Medizin 2025. Proceedings, German Conference on Medical Image Computing, Regensburg March 09-11, 2025, Wiesbaden: 2025
DOI: 10.1007/978-3-658-47422-5_29
BibTeX: Download
2024
Journal Articles
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Deep learning-based classification of erosion, synovitis and osteitis in hand MRI of patients with inflammatory arthritis
In: RMD Open 10 (2024)
ISSN: 2056-5933
DOI: 10.1136/rmdopen-2024-004273
BibTeX: Download - , , , , , , :
Two-view topogram-based anatomy-guided CT reconstruction for prospective risk minimization
In: Scientific Reports 14 (2024), p. 1-11
ISSN: 2045-2322
DOI: 10.1038/s41598-024-59731-y
URL: https://www.nature.com/articles/s41598-024-59731-y
BibTeX: Download