Tao Peng

42 papers B 2Journal 29Unranked 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
Classification of myopic maculopathy based on knowledge distillation and self-supervised learning.
Biomed. Signal Process. Control.
Zelin Yu, Ying Fan, Weixin Ding, Siheng Zhou, Fei Shi, Xinjian Chen, Dehui Xiang, Tao Peng, Weifang Zhu
2026 J jnl
Designing a hybrid optimization methodology for delineating boundary of ultrasound prostate cancer with an explainable mathematical model.
Neurocomputing
Tao Peng, Dehui Xiang, Zhongyi Zhang, Binbin Jiang, Baoqing Nie, Fei Shi, Derun Li, Caishan Wang, Weifang Zhu, Jing Cai, Enting Gao, Xinjian Chen
2026 J jnl
Kurtosis Transformation for Multi-Source Domain Generalization Segmentation of OCT Images From Multi-Manufacturers' Devices.
IEEE Trans. Biomed. Eng.
Feiyu Sun, Ling Gao, Haoyu Chen, Bei Tian, Tao Peng, Weifang Zhu, Fei Shi, Ronghan Wu, Xinjian Chen, Dehui Xiang
2026 J jnl
Meta-Learning With Unlabeled Query Updating and Consistency Learning for Few-Shot OCT Image Classification.
IEEE Trans. Biomed. Eng.
Ziting Yin, Bo Wu, Weifang Zhu, Dehui Xiang, Xinjian Chen, Tao Peng, Qing Peng, Fei Shi
2025 J jnl
AMeta-FD: Adversarial Meta-learning for Few-shot retinal OCT image Despeckling.
Comput. Medical Imaging Graph.
Yi Zhou, Tao Peng, Thiara Sana Ahmed, Fei Shi, Weifang Zhu, Dehui Xiang, Leopold Schmetterer, Jianxin Jiang, Bingyao Tan, Xinjian Chen
2025 J jnl
Feature-targeted deep learning framework for pulmonary tumorous Cone-beam CT (CBCT) enhancement with multi-task customized perceptual loss and feature-guided CycleGAN.
Comput. Medical Imaging Graph.
Jiarui Zhu, Hongfei Sun, Weixing Chen, Shaohua Zhi, Chenyang Liu, Mayang Zhao, Yuanpeng Zhang, Ta Zhou, Yu Lap Lam, Tao Peng, Jing Qin, Lina Zhao, Jing Cai, Ge Ren
2025 — conf
Revealing New Possibilities for Breast MRI Enhancement: Mamba-Driven Cross-Attention GAN with VMKANet.
CMMCA@MICCAI
Yao Pu, Yifan Zhu, Jingguo Qu, Xiang Wang, Wen Li, Mayang Zhao, Peixin Yu, Zihan Li, Xinzhi Teng, Xinyu Zhang, Jiang Zhang, Tao Peng, Jing Cai, Ge Ren
2025 J jnl
Unpaired Dual-Modal Image Complementation Learning for Single-Modal Medical Image Segmentation.
IEEE Trans. Biomed. Eng.
Dehui Xiang, Tao Peng, Yun Bian, Lang Chen, Jianbin Zeng, Fei Shi, Weifang Zhu, Xinjian Chen
2024 — conf
3D Partial U-Net: A Lightweight ConvNet for Head and Neck Lymph Node Segmentation.
ICIC (LNBI 1)
Fei Wu, Hao Chen, Quan Li, Tao Peng
2024 J jnl
A multi-center study of ultrasound images using a fully automated segmentation architecture.
Pattern Recognit.
Tao Peng, Caishan Wang, Caiyin Tang, Yidong Gu, Jing Zhao, Quan Li, Jing Cai
2024 J jnl
AI-based Automatic Segmentation of Prostate on Multi-modality Images: A Review.
CoRR
Rui Jin, Derun Li, Dehui Xiang, Lei Zhang, Hailing Zhou, Fei Shi, Weifang Zhu, Jing Cai, Tao Peng, Xinjian Chen
2024 — conf
Artificial Intelligence-Guided Fully-Automatic Renal Segmentation.
PRICAI (3)
Haijun Huang, Teng Tian, Jing Zhao, Yidong Gu, Ruwang Jiao, Tao Peng
2024 J jnl
Automatic lymph node segmentation using deep parallel squeeze & excitation and attention Unet.
Multim. Syst.
Zhaorui Liu, Hao Chen, Caiyin Tang, Quan Li, Tao Peng
2024 J jnl
Coarse-to-Fine Approach: Automatic Delineation of Kidney Ultrasound Data.
Big Data Min. Anal.
Tao Peng, Yiwen Ruan, Yidong Gu, Jiang Huang, Caiyin Tang, Jing Cai
2024 J jnl
Dual-Spatial Domain Generalization for Fundus Lesion Segmentation in Unseen Manufacturer's OCT Images.
IEEE Trans. Biomed. Eng.
Shichen Liao, Tao Peng, Haoyu Chen, Tian Lin, Weifang Zhu, Fei Shi, Xinjian Chen, Dehui Xiang
2024 J jnl
Organ boundary delineation for automated diagnosis from multi-center using ultrasound images.
Expert Syst. Appl.
Tao Peng, Yiyun Wu, Jing Zhao, Caishan Wang, Qingrong Jackie Wu, Jing Cai
2024 J jnl
RoMe: Towards Large Scale Road Surface Reconstruction via Mesh Representation.
IEEE Trans. Intell. Veh.
Ruohong Mei, Wei Sui, Jiaxin Zhang, Xue Qin, Gang Wang, Tao Peng, Tao Chen, Cong Yang
2023 J jnl
A Robust and Explainable Structure-Based Algorithm for Detecting the Organ Boundary From Ultrasound Multi-Datasets.
J. Digit. Imaging
Tao Peng, Yidong Gu, Ji Zhang, Yan Dong, Gongye Di, Wenjie Wang, Jing Zhao, Jing Cai
2023 J jnl
A mathematical and neural network-based hybrid technique for detecting the prostate contour from medical image data.
Biomed. Signal Process. Control.
Tao Peng, Daqiang Xu, Yiyun Wu, Jing Zhao, Cong Yang, Lei Zhang, Jing Cai
2023 J jnl
Automatic coarse-to-refinement-based ultrasound prostate segmentation using optimal polyline segment tracking method and deep learning.
Appl. Intell.
Tao Peng, Daqiang Xu, Caiyin Tang, Jing Zhao, Yuntian Shen, Cong Yang, Jing Cai
2023 J jnl
Coarse-to-fine tuning knowledgeable system for boundary delineation in medical images.
Appl. Intell.
Tao Peng, Yiyun Wu, Jing Zhao, Caishan Wang, Wenjie Wang, Yuntian Shen, Jing Cai
2023 B conf
Contour Detection from Ultrasound Kidney Images with A Coarse-to-Fine Approach.
SMC
Tao Peng, Yidong Gu, Yanqing Xu, Caishan Wang, Lei Zhang, Jing Cai
2023 — conf
Delineation of Prostate Boundary from Medical Images via a Mathematical Formula-Based Hybrid Algorithm.
ICANN (8)
Tao Peng, Daqiang Xu, Yiyun Wu, Jing Zhao, Hui Mao, Jing Cai, Lei Zhang
2023 B conf
Hybrid Intelligent-Annotation Organ Segmentation on Medical Datasets.
SMC
Tao Peng, Jing Zhao, Yidong Gu, Gongye Di, Lei Zhang, Jing Cai
2023 — conf
Interactive Ultrasound Prostate Cancer Segmentation using Deep Learning with Principal Curve-based Fine-tuning.
BIBM
Tao Peng, Hui Mao, Caishan Wang, Gongye Di, Ting Hu, Lei Zhang
2023 J jnl
RoMe: Towards Large Scale Road Surface Reconstruction via Mesh Representation.
CoRR
Ruohong Mei, Wei Sui, Jiaxin Zhang, Qian Zhang, Tao Peng, Cong Yang
2023 J jnl
Ultrasound Prostate Segmentation Using Adaptive Selection Principal Curve and Smooth Mathematical Model.
J. Digit. Imaging
Tao Peng, Yiyun Wu, Jing Zhao, Caishan Wang, Jin Wang, Jing Cai
2022 J jnl
A-LugSeg: Automatic and explainability-guided multi-site lung detection in chest X-ray images.
Expert Syst. Appl.
Tao Peng, Yidong Gu, Zhenyu Ye, Xiuxiu Cheng, Jing Wang
2022 J jnl
Deep Belief Network and Closed Polygonal Line for Lung Segmentation in Chest Radiographs.
Comput. J.
Tao Peng, Thomas Canhao Xu, Yihuai Wang, Fanzhang Li
2022 — conf
Explainability-guided Mathematical Model-Based Segmentation of Transrectal Ultrasound Images for Prostate Brachytherapy.
BIBM
Tao Peng, Yiyun Wu, Jing Zhao, Bo Zhang, Jin Wang, Jing Cai
2022 J jnl
H-ProMed: Ultrasound image segmentation based on the evolutionary neural network and an improved principal curve.
Pattern Recognit.
Tao Peng, Jing Zhao, Yidong Gu, Caishan Wang, Yiyun Wu, Xiuxiu Cheng, Jing Cai
2022 J jnl
H-ProSeg: Hybrid ultrasound prostate segmentation based on explainability-guided mathematical model.
Comput. Methods Programs Biomed.
Tao Peng, Yiyun Wu, Jing Qin, Qingrong Jackie Wu, Jing Cai
2022 J jnl
H-SegMed: A Hybrid Method for Prostate Segmentation in TRUS Images via Improved Closed Principal Curve and Improved Enhanced Machine Learning.
Int. J. Comput. Vis.
Tao Peng, Caiyin Tang, Yiyun Wu, Jing Cai
2022 — conf
Improving the Detection of The Prostrate in Ultrasound Images Using Machine Learning Based Image Processing.
ISBI
Tao Peng, Yiyun Wu, Jing Cai
2022 — conf
Prostate Segmentation of Ultrasound Images Based on Interpretable-Guided Mathematical Model.
MMM (1)
Tao Peng, Caiyin Tang, Jing Wang
2022 — conf
Recurrence-Free Survival Prediction Under the Guidance of Automatic Gross Tumor Volume Segmentation for Head and Neck Cancers.
HECKTOR@MICCAI
Kai Wang, Yunxiang Li, Michael Dohopolski, Tao Peng, Weiguo Lu, You Zhang, Jing Wang
2022 J jnl
Recurrence-free Survival Prediction under the Guidance of Automatic Gross Tumor Volume Segmentation for Head and Neck Cancers.
CoRR
Kai Wang, Yunxiang Li, Michael Dohopolski, Tao Peng, Weiguo Lu, You Zhang, Jing Wang
2021 — conf
Interpretable Mathematical Model-guided Ultrasound Prostate Contour Extraction Using Data Mining Techniques.
BIBM
Tao Peng, Jing Zhao, Jing Wang
2021 — conf
Lung contour detection in Chest X-ray images using Mask Region-based Convolutional Neural Network and Adaptive Closed Polyline Searching Method.
EMBC
Tao Peng, Yidong Gu, Jing Wang
2020 J jnl
Hybrid Automatic Lung Segmentation on Chest CT Scans.
IEEE Access
Tao Peng, Thomas Canhao Xu, Yihuai Wang, Hailing Zhou, Sema Candemir, Wan Mimi Diyana Wan Zaki, Shanq-Jang Ruan, Jing Wang, Xinjian Chen
2019 J jnl
Segmentation of Lung in Chest Radiographs Using Hull and Closed Polygonal Line Method.
IEEE Access
Tao Peng, Yihuai Wang, Thomas Canhao Xu, Xinjian Chen
2018 J jnl
Detection of Lung Contour with Closed Principal Curve and Machine Learning.
J. Digit. Imaging
Tao Peng, Yihuai Wang, Thomas Canhao Xu, Lianmin Shi, Jianwu Jiang, Shilang Zhu