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Peer-reviewedCC BYReviews in cardiovascular medicine

Deep Learning Optimizes the Diagnostic Performance of Coronary Computed Tomography Angiography in Heavily Calcified Coronary Plaques: A Chinese Multicenter Study

  • Chunyan Shi1
  • Chengjin Yu2
  • Bin Zhang3
  • Benjamin Ellison4
  • Zhifan Gao5
  • Zhe Fang6
  • Bin Hu7
  • Jiayin Zhang8
  • Ximing Wang9
  • Longjiang Zhang10
  • Heye Zhang5
  • Lei Xu1
1 more authors
  • Rui Wang1
10 affiliations
  1. 1Department of Radiology, Beijing Anzhen Hospital, Capital Medical University, 100029 Beijing, China
  2. 2School of Big Data and Statistics, Anhui University, 230601 Hefei, Anhui, China
  3. 3School of Computer Science and Technology, Anhui University, 230093 Hefei, Anhui, China
  4. 4Division of Cardiovascular Imaging, Department of Radiology and Radiological Science, Medical University of South Carolina, Charleston, SC 29425, USA
  5. 5School of Biomedical Engineering, Sun Yatsen University, 518000 Shenzhen, Guangdong, China
  6. 6Department of Cardiology, Lixian Town Community Health Service Center, 101400 Beijing, China
  7. 7Department of Cardiology, Beijing Anzhen Hospital, Capital Medical University, 100029 Beijing, China
  8. 8Diagnostic and Interventional Radiology, Shanghai Jiao Tong University Affiliated First People’s Hospital, 200080 Shanghai, China
  9. 9Department of Radiology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, 200080 Jinan, Shandong, China
  10. 10Department of Diagnostic Radiology, Jinling Hospital, The Medical School of Nanjing University, 210002 Nanjing, Jiangsu, China
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Cite

BibTeXRIS
BibTeX
@article{shi2026deep,
  title = {{Deep Learning Optimizes the Diagnostic Performance of Coronary Computed Tomography Angiography in Heavily Calcified Coronary Plaques: A Chinese Multicenter Study}},
  author = {Chunyan Shi and Chengjin Yu and Bin Zhang and Benjamin Ellison and Zhifan Gao and Zhe Fang and Bin Hu and Jiayin Zhang and Ximing Wang and Longjiang Zhang and Heye Zhang and Lei Xu and Rui Wang},
  journal = {Reviews in cardiovascular medicine},
  year = {2026},
  month = sep,
  url = {https://europepmc.org/article/PMC/PMC13653161},
  note = {CC BY},
}
RIS
TY  - JOUR
TI  - Deep Learning Optimizes the Diagnostic Performance of Coronary Computed Tomography Angiography in Heavily Calcified Coronary Plaques: A Chinese Multicenter Study
AU  - Chunyan Shi
AU  - Chengjin Yu
AU  - Bin Zhang
AU  - Benjamin Ellison
AU  - Zhifan Gao
AU  - Zhe Fang
AU  - Bin Hu
AU  - Jiayin Zhang
AU  - Ximing Wang
AU  - Longjiang Zhang
AU  - Heye Zhang
AU  - Lei Xu
AU  - Rui Wang
PY  - 2026
DA  - 2026/09/01
JO  - Reviews in cardiovascular medicine
UR  - https://europepmc.org/article/PMC/PMC13653161
SN  - 1530-6550
ER  -