LZ
Liwen Zou
Pancreatic Neoplasmscs.CVDeep Learningeess.IVTomography, X-Ray ComputedAlgorithmsdeep learningadaptive pointwise parameterAnatomical labelinganatomical topology consistency
On Valency
published · living versionsW_q5mjvsma·v1 · currentpublished
TME-ContextNet: Class-Conditioned Spatial Supervision and Grouped Decoding for Joint Nuclei Instance Segmentation and Classification
with Rukang Ma, Bingxue Wang, Yingying Cao, Zhenghua Cai +4
1 version
Preprints & journals
12 papers in the corpus · 2021–2026Learning the anatomical topology consistency driven by Wasserstein distance for weakly supervised 3D pancreas registration in multi-phase CT images.41544269 · Lin, Jiayu, Zou, Liwen, Gao, Yiming et al.2026 · 0 citationsBiomedical physics & engineering express. 2026;12(1)
Deep learning to predict extrapancreatic perineural invasion at CT images.41388696 · Cai, Zhenghua, Zou, Liwen, Li, Qi et al.2025 · 1 citationAnnals of medicine. 2025;57(1):2568116
Combining artificial intelligence assisted image segmentation and ultrasound based radiomics for the prediction of carotid plaque stability.40098096 · Song, Jiajia, Zou, Liwen, Li, Yu et al.2025 · 19 citationsBMC medical imaging. 2025;25(1):89
Segment Like A Doctor: Learning reliable clinical thinking and experience for pancreas and pancreatic cancer segmentation.40112510 · Zou, Liwen, Cao, Yingying, Nie, Ziwei et al.2025 · 8 citationsMedical image analysis. 2025;102:103539
Automated Lumen Segmentation in Carotid Artery Ultrasound Images Based on Adaptive Generated Shape Prior.39199770 · Li, Yu, Zou, Liwen, Song, Jiajia et al.2024 · 1 citationBioengineering (Basel, Switzerland). 2024;11(8)
Tumor Segmentation in Intraoperative Fluorescence Images Based on Transfer Learning and Convolutional Neural Networks.38619039 · Hou, Weijia, Zou, Liwen, Wang, Dong2024 · 4 citationsSurgical innovation. 2024;31(3):291-306
Deep learning radiomics based prediction of axillary lymph node metastasis in breast cancer.38472210 · Liu, Han, Zou, Liwen, Xu, Nan et al.2024 · 47 citationsNPJ breast cancer. 2024;10(1):22
Automated peripancreatic vessel segmentation and labeling based on iterative trunk growth and weakly supervised mechanism.38553165 · Zou, Liwen, Cai, Zhenghua, Mao, Liang et al.2024 · 6 citationsArtificial intelligence in medicine. 2024;150:102825
A Weakly Supervised Segmentation Network Embedding Cross-Scale Attention Guidance and Noise-Sensitive Constraint for Detecting Tertiary Lymphoid Structures of Pancreatic Tumors.38064334 · Wang, Bingxue, Zou, Liwen, Chen, Jun et al.2024 · 11 citationsIEEE journal of biomedical and health informatics. 2024;28(2):988-999
CTG-Net: an efficient cascaded framework driven by terminal guidance mechanism for dilated pancreatic duct segmentation.37586389 · Zou, Liwen, Cai, Zhenghua, Qiu, Yudong et al.2025 · 7 citationsPhysics in medicine and biology. 2023;68(21)
A two-stage data-model driven pancreas segmentation strategy embedding directional information of the boundary intensity gradient and deep adaptive pointwise parameters.37343569 · Tian, Lu, Zou, Liwen, Yang, Xiaoping2023 · 11 citationsPhysics in medicine and biology. 2023;68(14)
Measuring the rogue wave pattern triggered from Gaussian perturbations by deep learning.35706226 · Zou, Liwen, Luo, XinHang, Zeng, Delu et al.2022 · 5 citationsPhysical review. E. 2022;105(5-1):054202
Career total: 23 works. 12 are in this corpus.
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