Chang Liu

Erlangen National High Performance Computing Center (NHR@FAU) Lehrstuhl für Informatik 5 (Mustererkennung)

Anatomy-aware Data Augmentation for Multi-organ Segmentation in CT: AnatoMix (2025) Liu C, Fan F, Schwarz A, Maier A Conference contribution Deep learning-based classification of erosion, synovitis and osteitis in hand MRI of patients with inflammatory arthritis (2024) Schlereth M, Yalcin-Mutlu M, Utz J, Bayat S, Heimann T, Qiu J, Ehring C, et al. Journal article Two-view topogram-based anatomy-guided CT reconstruction for prospective risk minimization (2024) Liu C, Klein L, Huang Y, Baader E, Lell MM, Kachelrieß M, Maier A Journal article, Original article Multi-organ Segmentation in CT from Partially Annotated Datasets using Disentangled Learning (2024) Wang T, Liu C, Rist L, Maier A Conference contribution, Conference Contribution Cut to the Mix: Simple Data Augmentation Outperforms Elaborate Ones in Limited Organ Segmentation Datasets (2024) Liu C, Fan F, Schwarz A, Maier A Conference contribution Adaptive Region Selection for Active Learning in Whole Slide Image Semantic Segmentation (2023) Qiu J, Wilm F, Öttl M, Schlereth M, Liu C, Heimann T, Aubreville M, Breininger K Conference contribution, Conference Contribution Clinical prototype implementation enabling an improved day-to-day mammography compression (2023) Hertel M, Liu C, Song H, Golatta M, Kappler S, Nanke R, Radicke M, et al. Journal article Whole-Body Multi-Organ Segmentation Using Anatomical Attention (2023) Liu C, Denzinger F, Folle L, Qiu J, Klein L, Maier J, Kachelrieb M, et al. Conference contribution Patient-specific radiation risk-based tube current modulation for diagnostic CT (2022) Klein L, Liu C, Steidel J, Enzmann L, Knaup M, Sawall S, Maier A, et al. Journal article Multi-organ Segmentation with Partially Annotated Datasets (2022) Song H, Liu C, Folle L, Maier A Book chapter / Article in edited volumes