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Xinjian Chen

Xinjian Chen

D-Index & Metrics

Engineering and Technology

D-Index
46
Citations
8125
World Ranking
5158
National Ranking
1000

Overview

Xinjian Chen is affiliated with Soochow University, Taiwan, and has contributed extensively to research intersecting medicine and engineering. Their work primarily focuses on medical imaging, with strong involvement in radiology, nuclear medicine, and biomedical engineering.

The scientist has a significant publication record in the fields of Medicine (227 publications) and Engineering (112 publications). Their subfield expertise includes Radiology, Nuclear Medicine and Imaging (106 publications), Ophthalmology (67 publications), Biomedical Engineering (40 publications), Computer Vision and Pattern Recognition (33 publications), and Computational Mechanics (18 publications).

Their research addresses a variety of topics that emphasize retinal health and medical image analysis. Main themes include:

  • Retinal Imaging and Analysis
  • Glaucoma and retinal disorders
  • Optical Coherence Tomography Applications
  • Retinal and Optic Conditions
  • Retinal Diseases and Treatments
  • AI in cancer detection
  • Medical Image Segmentation Techniques

Xinjian Chen has published papers in multiple well-known venues, with frequent contributions in:

  • IEEE Transactions on Medical Imaging
  • Biomedical Optics Express
  • Physics in Medicine and Biology
  • IEEE Transactions on Biomedical Engineering
  • Medical Physics

Among recent papers, notable works include:

  • CPFNet: Context Pyramid Fusion Network for Medical Image Segmentation, 2020, IEEE Transactions on Medical Imaging
  • Coarse-to-fine classification for diabetic retinopathy grading using convolutional neural network, 2020, Artificial Intelligence in Medicine
  • Highly Stretchable and Sensitive Pressure Sensor Array Based on Icicle-Shaped Liquid Metal Film Electrodes, 2020, ACS Applied Materials & Interfaces
  • Emergence of a Radical-Stabilizing Metal-Organic Framework as a Radio-photoluminescence Dosimeter, 2020, Angewandte Chemie International Edition
  • MsTGANet: Automatic Drusen Segmentation From Retinal OCT Images, 2021, IEEE Transactions on Medical Imaging

Frequent collaborators include Weifang Zhu, Fei Shi, Dehui Xiang, Yuanyuan Peng, and Meng Wang, reflecting a network of partnerships across multiple projects.

Best Publications

  • CPFNet: Context Pyramid Fusion Network for Medical Image Segmentation

    Shuanglang Feng;Heming Zhao;Fei Shi;Xuena Cheng

  • Medical Image Segmentation by Combining Graph Cuts and Oriented Active Appearance Models

    Xinjian Chen;J. K. Udupa;U. Bagci;Ying Zhuge

  • Interstitial Myocardial Fibrosis Assessed as Extracellular Volume Fraction with Low-Radiation-Dose Cardiac CT

    Marcelo Souto Nacif;Nadine Kawel;Jason J. Lee;Xinjian Chen

  • Three-Dimensional Segmentation of Fluid-Associated Abnormalities in Retinal OCT: Probability Constrained Graph-Search-Graph-Cut

    Xinjian Chen;M. Niemeijer;Li Zhang;Kyungmoo Lee

  • Automatic Liver Segmentation Based on Shape Constraints and Deformable Graph Cut in CT Images

    Guodong Li;Xinjian Chen;Fei Shi;Weifang Zhu

  • Textile-Based Wireless Pressure Sensor Array for Human-Interactive Sensing

    Baoqing Nie;Rong Huang;Ting Yao;Yiqiu Zhang

  • Joint segmentation of anatomical and functional images: Applications in quantification of lesions from PET, PET-CT, MRI-PET, and MRI-PET-CT images

    Ulas Bagci;Jayaram K. Udupa;Neil Mendhiratta;Neil Mendhiratta;Brent Foster

  • Speckle noise reduction in optical coherence tomography images based on edge-sensitive cGAN.

    Yuhui Ma;Xinjian Chen;Weifang Zhu;Xuena Cheng

  • Automatic detection of microaneurysms in retinal fundus images.

    Bo Wu;Weifang Zhu;Fei Shi;Shuxia Zhu

  • Random Walk and Graph Cut for Co-Segmentation of Lung Tumor on PET-CT Images

    Wei Ju;Deihui Xiang;Bin Zhang;Lirong Wang

  • A new algorithm for distorted fingerprints matching based on normalized fuzzy similarity measure

    Xinjian Chen;Jie Tian;Xin Yang

  • Segmentation of fingerprint images using linear classifier

    Xinjian Chen;Jie Tian;Jiangang Cheng;Xin Yang

  • A Survey of Graph Cuts/Graph Search Based Medical Image Segmentation

    Xinjian Chen;Lingjiao Pan

  • Automated 3-D Retinal Layer Segmentation of Macular Optical Coherence Tomography Images With Serous Pigment Epithelial Detachments

    Fei Shi;Xinjian Chen;Heming Zhao;Weifang Zhu

  • A Hierarchical Image Matting Model for Blood Vessel Segmentation in Fundus Images

    Zhun Fan;Jiewei Lu;Caimin Wei;Han Huang

  • An algorithm for distorted fingerprint matching based on local triangle feature set

    Xinjian Chen;Jie Tian;Xin Yang;Yangyang Zhang

  • Global and Local Feature Reconstruction for Medical Image Segmentation

    Unknown

  • Multiscale Rotation-Invariant Convolutional Neural Networks for Lung Texture Classification

    Qiangchang Wang;Yuanjie Zheng;Gongping Yang;Weidong Jin

  • Surrogate-Assisted Retinal OCT Image Classification Based on Convolutional Neural Networks

    Yibiao Rong;Dehui Xiang;Weifang Zhu;Kai Yu

  • Coarse-to-fine classification for diabetic retinopathy grading using convolutional neural network.

    Zhan Wu;Gonglei Shi;Yang Chen;Fei Shi

  • A fully hydrodynamic model for three‐dimensional, free‐surface flows

    XinJian Chen

  • A Hierarchical Image Matting Model for Blood Vessel Segmentation in Fundus images

    Zhun Fan;Jiewei Lu;Wenji Li;Caimin Wei

Frequent Co-Authors

Jie Tian
Jie Tian Chinese Academy of Sciences
Ulas Bagci
Ulas Bagci Northwestern University
Jianhua Yao
Jianhua Yao Tencent (China)
Jayaram K. Udupa
Jayaram K. Udupa University of Pennsylvania
Milan Sonka
Milan Sonka University of Iowa
Michael D. Abràmoff
Michael D. Abràmoff University of Iowa
Ronald M. Summers
Ronald M. Summers National Institutes of Health
Zhun Fan
Zhun Fan Shantou University
Abass Alavi
Abass Alavi University of Pennsylvania
Meindert Niemeijer
Meindert Niemeijer Digital Diagnostics Inc.

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