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 Advancement and independent validation of a deep learning-based tool for automated scoring of nail psoriasis severity using the modified nail psoriasis severity index (2025) Kemenes S, Liu C, Schlereth M, Noversa de Sousa R, Minopoulou I, Fenzl P, Corte G, et al. Journal article 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