Liwen Zou

Nanjing, China

Last Updated: 09/26/2026

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Found 12 publications

Deep learning to predict extrapancreatic perineural invasion at CT images.

Deep learning to predict extrapancreatic perineural invasion at CT images.

Journal: Annals of medicine

Published: December 13, 2025

Learning the anatomical topology consistency driven by Wasserstein distance for weakly supervised 3D pancreas registration in multi-phase CT images.

Learning the anatomical topology consistency driven by Wasserstein distance for weakly supervised 3D pancreas registration in multi-phase CT images.

Journal: Biomedical physics & engineering express

Published: October 05, 2025

Segment Like A Doctor: Learning reliable clinical thinking and experience for pancreas and pancreatic cancer segmentation.

Segment Like A Doctor: Learning reliable clinical thinking and experience for pancreas and pancreatic cancer segmentation.

Journal: Medical image analysis

Published: November 30, 2024

Combining artificial intelligence assisted image segmentation and ultrasound based radiomics for the prediction of carotid plaque stability.

Combining artificial intelligence assisted image segmentation and ultrasound based radiomics for the prediction of carotid plaque stability.

Journal: BMC medical imaging

Published: November 22, 2024

Automated Lumen Segmentation in Carotid Artery Ultrasound Images Based on Adaptive Generated Shape Prior.

Automated Lumen Segmentation in Carotid Artery Ultrasound Images Based on Adaptive Generated Shape Prior.

Journal: Bioengineering (Basel, Switzerland)

Published: June 12, 2024

Tumor Segmentation in Intraoperative Fluorescence Images Based on Transfer Learning and Convolutional Neural Networks.

Tumor Segmentation in Intraoperative Fluorescence Images Based on Transfer Learning and Convolutional Neural Networks.

Journal: Surgical innovation

Published: April 15, 2024

A Weakly Supervised Segmentation Network Embedding Cross-Scale Attention Guidance and Noise-Sensitive Constraint for Detecting Tertiary Lymphoid Structures of Pancreatic Tumors.

A Weakly Supervised Segmentation Network Embedding Cross-Scale Attention Guidance and Noise-Sensitive Constraint for Detecting Tertiary Lymphoid Structures of Pancreatic Tumors.

Journal: IEEE journal of biomedical and health informatics

Published: December 08, 2023

Deep learning radiomics based prediction of axillary lymph node metastasis in breast cancer.

Deep learning radiomics based prediction of axillary lymph node metastasis in breast cancer.

Journal: NPJ breast cancer

Published: November 02, 2023

CTG-Net: an efficient cascaded framework driven by terminal guidance mechanism for dilated pancreatic duct segmentation.

CTG-Net: an efficient cascaded framework driven by terminal guidance mechanism for dilated pancreatic duct segmentation.

Journal: Physics in medicine and biology

Published: May 24, 2023

Automated peripancreatic vessel segmentation and labeling based on iterative trunk growth and weakly supervised mechanism.

Automated peripancreatic vessel segmentation and labeling based on iterative trunk growth and weakly supervised mechanism.

Journal: Artificial intelligence in medicine

Published: May 05, 2023

A two-stage data-model driven pancreas segmentation strategy embedding directional information of the boundary intensity gradient and deep adaptive pointwise parameters.

A two-stage data-model driven pancreas segmentation strategy embedding directional information of the boundary intensity gradient and deep adaptive pointwise parameters.

Journal: Physics in medicine and biology

Published: January 13, 2023

Measuring the rogue wave pattern triggered from Gaussian perturbations by deep learning.

Measuring the rogue wave pattern triggered from Gaussian perturbations by deep learning.

Journal: Physical review. E

Published: October 09, 2021

Showing 1-12 of 12

Last Updated: 09/26/2026