Chang Liu
Zentrum für Nationales Hochleistungsrechnen Erlangen (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
Current Theses & Projects
| Title | Type | Student | Period | Status |
|---|---|---|---|---|
| Latent Diffusion Model for CT Synthesis | Project | Dinuo wei | Mar 2024 – Jul 2024 | running |
Open Positions
| Title | Type | Student | Period |
|---|---|---|---|
| ASR In Medical Domain with Siemens | MA thesis | Jul 2026 – Jan 2027 |
Completed Theses & Projects
| Title | Type | Student | Period | Status |
|---|---|---|---|---|
| Deep Learning-Based Breast Cancer Risk Stratification Using Multiple Instance Learning on LDCT Scans | MA thesis | Yaqiong Ni | May 2025 – Nov 2025 | finished |
| Improving manual annotation of 3D medical segmentation dataset using SAM2 | MA thesis | Yan Wang | Mar 2025 – Sep 2025 | finished |
| Automated Configuration of U-Net Architecture for Medical Image Segmentation | MA thesis | Junliang Kang | Jun 2024 – Dec 2024 | finished |
| Automatic Data Augmentation for Multi organ Segmentation | MA thesis | Yugashree Chaudhari | May 2024 – Nov 2024 | finished |
| A disentangled representation strategy to enhance multi-organ segmentation in CT using multiple datasets | MA thesis | Tianyi Wang | Feb 2024 – Aug 2024 | finished |
| Evaluation of imperfect segmentation labels and the influence on deep learning models | BA thesis | Christopher Brückner | Dec 2022 – Apr 2023 | finished |
| Ground Truth based Convolution Kernel Initialization Method for Medical Image Segmentation | MA thesis | Nazmus Sakib | Jul 2022 – Jan 2023 | finished |