A Multi-task Framework for Topology-guaranteed Retinal Layer Segmentation in OCT Images. - Jun Cao; Xiaoming Liu 004; Ying Zhang 056; Man Wang (SMC, 2020)

Weakly-Supervised Automatic Biomarkers Detection And Classification Of Retinal Optical Coherence Tomography Images. - Xiaoming Liu 004; Zhipeng Liu; Ying Zhang 056; Man Wang; Bo Li; Jinshan Tang (ICIP, 2021)

Meibomian Glands Segmentation In Near-Infrared Images With Weakly Supervised Deep Learning. - Xiaoming Liu 004; Shuo Wang; Ying Zhang 056 (ICIP, 2021)

Automatic fluid segmentation in retinal optical coherence tomography images using attention based deep learning. - Xiaoming Liu 004; Shaocheng Wang; Ying Zhang 056; Dong Liu 024; Wei Hu 001 (Neurocomputing, 2021)

Confidence-Guided Topology-Preserving Layer Segmentation for Optical Coherence Tomography Images With Focus-Column Module. - Xiaoming Liu 004; Jun Cao; Shaocheng Wang; Ying Zhang 056; Man Wang (IEEE Trans. Instrum. Meas., 2021)

Improved Faster-RCNN Based Biomarkers Detection in Retinal Optical Coherence Tomography Images. - Xiaoming Liu 004; Kejie Zhou; Man Wang; Ying Zhang 056 (ICTAI, 2022)

Joint disease classification and lesion segmentation via one-stage attention-based convolutional neural network in OCT images. - Xiaoming Liu 004; Yingjie Bai; Jun Cao; Junping Yao; Ying Zhang 056; Man Wang (Biomed. Signal Process. Control., 2022)

Uncertainty-guided self-ensembling model for semi-supervised segmentation of multiclass retinal fluid in optical coherence tomography images. - Xiaoming Liu 004; Shaocheng Wang; Jun Cao; Ying Zhang 056; Man Wang (Int. J. Imaging Syst. Technol., 2022)

Scribble-Supervised Meibomian Glands Segmentation in Infrared Images. - Xiaoming Liu 004; Shuo Wang; Ying Zhang 056; Quan Yuan (ACM Trans. Multim. Comput. Commun. Appl., 2022)

Weakly-supervised localization and classification of biomarkers in OCT images with integrated reconstruction and attention. - Xiaoming Liu 004; Zhipeng Liu; Ying Zhang 056; Man Wang; Jinshan Tang (Biomed. Signal Process. Control., 2023)

TSSK-Net: Weakly supervised biomarker localization and segmentation with image-level annotation in retinal OCT images. - Xiaoming Liu 004; Qi Liu; Ying Zhang 056; Man Wang; Jinshan Tang (Comput. Biol. Medicine, 2023)

Point based weakly semi-supervised biomarker detection with cross-scale and label assignment in retinal OCT images. - Xiaoming Liu 004; Xin Zhu; Ying Zhang 056; Man Wang (Comput. Methods Programs Biomed., 2024)

Weakly supervised segmentation of retinal layers on OCT images with AMD using uncertainty prototype and boundary regression. - Xiaoming Liu 004; Jia Zhang; Ying Zhang 056; Li Chen 011; Liangfu Luo; Jinshan Tang (Medical Image Anal., 2025)