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Viewing Publication 1 - 41 from 41

2024

What can machine vision do for lymphatic histopathology image analysis: a comprehensive reviewHaoyuan Chen, Xiaoqi Li 0007, Chen Li 0022, Md Mamunur Rahaman, Xintong Li, Jian Wu, Hongzan Sun, Marcin Grzegorzek, Xiaoyan Li. air, 57(3):71, March 2024. [doi]

CH-DDPMs: A Conjugate and Hybrid Diffusion Model for Low-Dose Fat CT Image SegmentationZhihao Chen, Tianming Du, Yihao Sun, Tao Jiang 0014, Ning Xu 0012, Marcin Grzegorzek, Hongzan Sun, Chen Li 0022. bibm 2024: 5441-5448 [doi]

A Novel Non-contrast CT Analysis based Method for Segmenting Epicardial Fat and Exploring the Correlation between Epicardial Fat and Cardiac FunctionTianming Du, Tao Jiang 0014, Marcin Grzegorzek, Ning Xu 0012, Hongzan Sun, Chen Li 0022. bibm 2024: 5465-5471 [doi]

MOLMVO-Rényi: An Effective Segmentation Scheme for Prostate Cancer Pathology ImagesYan Han, Lingling Yuan, Hongzan Sun, Marcin Grzegorzek, Tao Jiang 0014, Chen Li 0022, Huiling Chen. bibm 2024: 5280-5287 [doi]

An Extended Few-Shot Learning-Based Approach for Histopathological Image Classification of Pan-Cancer in the Digestive SystemRui Li, Md Mamunur Rahaman, Xiaoyan Li, Hongzan Sun, Jinzhu Yang, Minghe Gao, Marcin Grzegorzek, Tao Jiang 0014, Xinyu Huang 0003, Chen Li 0022. adma 2025: 140-154 [doi]

PHE-SICH-CT-IDS: A benchmark CT image dataset for evaluation semantic segmentation, object detection and radiomic feature extraction of perihematomal edema in spontaneous intracerebral hemorrhageDeguo Ma, Chen Li 0022, Tianming Du, Lin Qiao, Dechao Tang, Zhiyu Ma, Liyu Shi, Guotao Lu, Qingtao Meng, Zhihao Chen, Marcin Grzegorzek, Hongzan Sun. cbm, 173:108342, 2024. [doi]

AATCT-IDS: A benchmark Abdominal Adipose Tissue CT Image Dataset for image denoising, semantic segmentation, and radiomics evaluationZhiyu Ma, Chen Li 0022, Tianming Du, Le Zhang, Dechao Tang, Deguo Ma, Shanchuan Huang, Yan Liu, Yihao Sun, Zhihao Chen, Jin Yuan, Qianqing Nie, Marcin Grzegorzek, Hongzan Sun. cbm, 177:108628, 2024. [doi]

RBMO-Att-Bi-LSTM: A Red-Billed Blue Magpie Optimiser-Self-attention Mechanism Based Optimisation of Bi-Directional Long- and Short-Term Memory Networks for Classification of COVID-19 CT ImagesYihao Sun, Tianming Du, Hongzan Sun, Jian Xu, Md Mamunur Rahaman, Xinghao Wang, Xinyu Huang 0003, Tao Jiang 0014, Marcin Grzegorzek, Ning Xu 0012, Chen Li 0022. adma 2025: 171-185 [doi]

ECPC-IDS: A benchmark endometrial cancer PET/CT image dataset for evaluation of semantic segmentation and detection of hypermetabolic regionsDechao Tang, Chen Li 0022, Tianming Du, Huiyan Jiang, Deguo Ma, Zhiyu Ma, Marcin Grzegorzek, Tao Jiang 0014, Hongzan Sun. cbm, 171:108217, 2024. [doi]

A state-of-the-art survey of U-Net in microscopic image analysis: from simple usage to structure mortificationJian Wu, Wanli Liu, Chen Li 0022, Tao Jiang 0014, Islam Mohammad Shariful, Yudong Yao, Hongzan Sun, Xiaoqi Li 0007, Xintong Li, Xinyu Huang 0003, Marcin Grzegorzek. nca, 36(7):3317-3346, 2024. [doi]

RPE-Diff: A Relative Position Encoding Diffusion Model for Perirenal Fat Segmentation in Metabolic SyndromeShuai Ye, Tianming Du, Frank Kulwa, Xiangyu Meng, Md Mamunur Rahaman, Marcin Grzegorzek, Ning Xu 0012, Tao Jiang 0014, Hongzan Sun, Chen Li 0022. adma 2025: 155-170 [doi]

A GAN-Based Data Augmentation Method for Mitigating Class Imbalance Problem in Histopathological Image ClassificationLingling Yuan, Md Mamunur Rahaman, Hongzan Sun, Chen Li 0022, Yutong Gu, Tao Jiang 0014, Marcin Grzegorzek, Xiaoyan Li. bibm 2024: 5327-5334 [doi]

MRes-CNN: A Multi-branch Residual CNN for Colorectal Histopathological Image ClassificationLingling Yuan, Md Mamunur Rahaman, Hongzan Sun, Xiaoyan Li, Marcin Grzegorzek, Ning Xu 0012, Chen Li 0022. adma 2025: 125-139 [doi]

2023

Comparative study of neonatal brain injury fetuses using machine learning methods for perinatal dataQingjun Cao, Hongzan Sun, Hua Wang, Xueyan Liu, Yu Lu, Liang Huo. cmpb, 240:107701, October 2023. [doi]

Multi-modal Medical Information based Data Mining for Expression and Characteristic Pattern Prediction of TP53 in Endometrial CarcinomaTianming Du, Chen Li 0022, Tao Jiang 0014, Jinzhu Yang, Marcin Grzegorzek, Hongzan Sun. bigdataconf 2023: 4392-4396 [doi]

CAM-VT: A Weakly supervised cervical cancer nest image identification approach using conjugated attention mechanism and visual transformerZizhen Fan, Xiangchen Wu, Changzhong Li, Haoyuan Chen, Wanli Liu, Yuchao Zheng, Jing Chen, Xiaoyan Li, Hongzan Sun, Tao Jiang, Marcin Grzegorzek, Chen Li 0022. cbm, 162:107070, August 2023. [doi]

Predicting PD-L1 status of esophageal cancer from H&E images based on FusedNet modelMinghe Gao, Chen Li 0022, Jingyu Zhang, Haoyuan Chen, Weiming Hu, Hechen Yang, Liyu Shi, Yujie Jing, Shuaiyi Tian, Hongzan Sun, Marcin Grzegorzek, Xiaoyan Li. bigdataconf 2023: 4397-4405 [doi]

A state-of-the-art survey of artificial neural networks for Whole-slide Image analysis: From popular Convolutional Neural Networks to potential visual transformersWeiming Hu, Xintong Li, Chen Li 0022, Rui Li, Tao Jiang, Hongzan Sun, Xinyu Huang 0003, Marcin Grzegorzek, Xiaoyan Li. cbm, 161:107034, July 2023. [doi]

A comprehensive survey of intestine histopathological image analysis using machine vision approachesYujie Jing, Chen Li 0022, Tianming Du, Tao Jiang 0014, Hongzan Sun, Jinzhu Yang, Liyu Shi, Minghe Gao, Marcin Grzegorzek, Xiaoyan Li. cbm, 165:107388, October 2023. [doi]

LFD-CD: Peripheral Blood Cells Detection Using a Lightweight Cell Detection Model with Full-Connection and DropconnectMingshi Li, Shuyao You, Wanli Liu, Hongzan Sun, Yuexi Wang, Marcin Grzegorzek, Chen Li. adma 2023: 623-633 [doi]

OII-DS: A benchmark Oral Implant Image Dataset for object detection and image classification evaluationQianqing Nie, Chen Li 0022, Jinzhu Yang, Yudong Yao, Hongzan Sun, Tao Jiang 0014, Marcin Grzegorzek, Ao Chen, Haoyuan Chen, Weiming Hu, Rui Li, Jiawei Zhang, Danning Wang. cbm, 167:107620, December 2023. [doi]

PBCI-DS: A Benchmark Peripheral Blood Cell Image Dataset for Object DetectionShuyao You, Mingshi Li, Wanli Liu, Hongzan Sun, Yuexi Wang, Marcin Grzegorzek, Chen Li. adma 2023: 510-519 [doi]

TOD-Net: Transformer-Based Neural Network for Tiny Object Detection in Sperm Microscopic VideosJiawei Zhang, Shuojia Zou, Chen Li 0022, Yudong Yao, Md Mamunur Rahaman, Wei Qian 0001, Hongzan Sun, Marcin Grzegorzek, Guojun Wang. isbi 2023: 1-5 [doi]

2022

IL-MCAM: An interactive learning and multi-channel attention mechanism-based weakly supervised colorectal histopathology image classification approachHaoyuan Chen, Chen Li 0028, Xiaoyan Li, Md Mamunur Rahaman, Weiming Hu, Yixin Li, Wanli Liu, Changhao Sun, Hongzan Sun, Xinyu Huang 0003, Marcin Grzegorzek. cbm, 143:105265, 2022. [doi]

GasHis-Transformer: A multi-scale visual transformer approach for gastric histopathological image detectionHaoyuan Chen, Chen Li 0028, Ge Wang 0001, Xiaoyan Li, Md Mamunur Rahaman, Hongzan Sun, Weiming Hu, Yixin Li, Wanli Liu, Changhao Sun, Shiliang Ai, Marcin Grzegorzek. PR, 130:108827, 2022. [doi]

GasHisSDB: A new gastric histopathology image dataset for computer aided diagnosis of gastric cancerWeiming Hu, Chen Li 0028, Xiaoyan Li, Md Mamunur Rahaman, Jiquan Ma, Yong Zhang, Haoyuan Chen, Wanli Liu, Changhao Sun, Yudong Yao, Hongzan Sun, Marcin Grzegorzek. cbm, 142:105207, 2022. [doi]

A comprehensive review of computer-aided whole-slide image analysis: from datasets to feature extraction, segmentation, classification and detection approachesXintong Li, Chen Li 0028, Md Mamunur Rahaman, Hongzan Sun, Xiaoqi Li 0007, Jian Wu, Yudong Yao, Marcin Grzegorzek. air, 55(6):4809-4878, 2022. [doi]

DVT: Application of Deep Visual Transformer in Cervical Cell Image ClassificationWanli Liu, Chen Li 0028, Hongzan Sun, Weiming Hu, Haoyuan Chen, Marcin Grzegorzek. itib 2022: 285-294 [doi]

CVM-Cervix: A hybrid cervical Pap-smear image classification framework using CNN, visual transformer and multilayer perceptronWanli Liu, Chen Li 0028, Ning Xu 0012, Tao Jiang, Md Mamunur Rahaman, Hongzan Sun, Xiangchen Wu, Weiming Hu, Haoyuan Chen, Changhao Sun, Yudong Yao, Marcin Grzegorzek. PR, 130:108829, 2022. [doi]

Is the aspect ratio of cells important in deep learning? A robust comparison of deep learning methods for multi-scale cytopathology cell image classification: From convolutional neural networks to visual transformersWanli Liu, Chen Li 0028, Md Mamunur Rahaman, Tao Jiang, Hongzan Sun, Xiangchen Wu, Weiming Hu, Haoyuan Chen, Changhao Sun, Yudong Yao, Marcin Grzegorzek. cbm, 141:105026, 2022. [doi]

PIS-Net: A Novel Pixel Interval Sampling Network for Dense Microorganism Counting in Microscopic ImagesJiawei Zhang, Chen Li 0028, Hongzan Sun, Marcin Grzegorzek. itib 2022: 307-318 [doi]

Image Classification in Breast Histopathology Using Transfer and Ensemble LearningYuchao Zheng, Chen Li 0028, Xiaomin Zhou, Haoyuan Chen, Haiqing Zhang, Yixin Li, Hongzan Sun, Marcin Grzegorzek. itib 2022: 295-306 [doi]

TOD-CNN: An effective convolutional neural network for tiny object detection in sperm videosShuojia Zou, Chen Li 0028, Hongzan Sun, Peng Xu, Jiawei Zhang, Pingli Ma, Yudong Yao, Xinyu Huang 0003, Marcin Grzegorzek. cbm, 146:105543, 2022. [doi]

2020

2019

2001

Efficient and robust vehicle localizationHao Yang, Jianguang Lou, Hongzan Sun, Weiming Hu, Tieniu Tan. icip 2001: 355-358 [doi]

2000

Spatio-Temporal Segmentation for Video SurveillanceHongzan Sun, Tao Feng, Tieniu Tan. icpr 2000: 1843-1846 [doi]

Multi-level Human TrackingHongzan Sun, Hao Yang, Tieniu Tan. icmi 2000: 340-348 [doi]

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