A multi-task learning network with boundary regression for automatic ultrasound image segmentation.

Qinzhu Yang

Zengan Huang Qinzhu Yang Yi Gao 0002 A multi-task learning network with boundary regression for automatic ultrasound image segmentation. 108828 2026 113 Biomed. Signal Process. Control. https://doi.org/10.1016/j.bspc.2025.108828 db/journals/bspc/bspc113.html#HuangYG26 streams/journals/bspc

Zengan Huang Qinzhu Yang Mu Tian Yi Gao 0002 Synthesizing Images With Annotations for Medical Image Segmentation Using Diffusion Probabilistic Model. 2025 January 35 Int. J. Imaging Syst. Technol. 1 https://doi.org/10.1002/ima.70007 db/journals/imst/imst35.html#HuangYTG25 streams/journals/imst

Mu Tian Qinzhu Yang Yi Gao AttenScribble: Attention-enhanced scribble supervision for medical image segmentation. 104476 2025 110 J. Vis. Commun. Image Represent. https://doi.org/10.1016/j.jvcir.2025.104476 db/journals/jvcir/jvcir110.html#TianYG25 streams/journals/jvcir

Weizhen He Haoran Zhu Jialing Feng Qinzhu Yang Yanzhe Wei Zhengji Huang Huiren Tao Yi Gao 0002 Combing 3D body surface and CT volumetric data for ankylosing spondylitis surgery outcome simulation. 1-5 2024 ISBI https://doi.org/10.1109/ISBI56570.2024.10635312 conf/isbi/2024 db/conf/isbi/isbi2024.html#HeZFYWHTG24 streams/conf/isbi Zengan Huang Qinzhu Yang Mu Tian Yi Gao 0002 Synthesizing with Diffusion model for improving medical image segmentation performance. 1977-1982 2023 BIBM https://doi.org/10.1109/BIBM58861.2023.10385456 conf/bibm/2023 db/conf/bibm/bibm2023.html#HuangYTG23

Mu Tian Qinzhu Yang Yi Gao 0002 AttenScribble: Attentive Similarity Learning for Scribble-Supervised Medical Image Segmentation. 2023 abs/2312.06614 CoRR https://doi.org/10.48550/arXiv.2312.06614 db/journals/corr/corr2312.html#abs-2312-06614

Mu Tian Qinzhu Yang Yi Gao 0002 Multi-scale Multi-task Distillation for Incremental 3D Medical Image Segmentation. 369-384 2022 ECCV Workshops (3) https://doi.org/10.1007/978-3-031-25066-8_20 conf/eccv/2022-w3 db/conf/eccv/eccv2022-w3.html#TianYG22 Jialing Feng Yi Gao Yi Gao 0002 Weizhen He Zengan Huang Zhengji Huang Huiren Tao Mu Tian Yanzhe Wei Haoran Zhu