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Original Article
RCNN - Based Plaque Detection in Coronary Artery Imaging
N Anil Kumar1
Bhavana Eega2
P Jayalaxmi3
K Nomika4
1 2 3 4 Department of CSE, G. Narayanamma Institute of Technology & Sciences, Hyderabad, Telangana, India.
Published Online: May-August 2026
Pages: 832-836
Cite this article
↗ https://www.doi.org/10.59256/indjcst.20260502089
References
1. Cortes, C., Vapnik, V. Support-vector networks. Mach Learn 20, 273-297 (1995).
2. Litjens G, Kooi T, Bejnordi BE, Setio AAA, Ciompi F, Ghafoorian M, van der Laak JAWM, van Ginneken B, Sánchez CI. A survey on
deep learning in medical image analysis. Med Image Anal. 2017 Dec.
3. Jukema RA, Blanke P, Khoo JK, Tzimas G, Ahmadi A, Danad I, Knaapen P, Sellers SL, Leipsic JA. Artificial Intelligence-based Coronary
Plaque Quantification Using Coronary CT Angiography: Current Insights and Future Directions. Radiol Cardiothorac Imaging. 2025 Oct.
4. P. Rajpurkar et al., arXiv, (2017), CheXNet: Radiologist-Level Pneumonia Detection on Chest X-rays.
5. Shen D, Wu G, Suk HI. Deep Learning in Medical Image Analysis. Annu Rev Biomed Eng. 2017 Jun 21.
6. Mao C, Zeng H, Zhang K, Zhang S, Li D, Zhang T, Gu J, Zhang J, Fan Y, He Q. Automatic diagnosis of coronary artery stenosis by deep
learning based on X-ray coronary angiography. Quant Imaging Med Surg. 2025 Nov1.
2. Litjens G, Kooi T, Bejnordi BE, Setio AAA, Ciompi F, Ghafoorian M, van der Laak JAWM, van Ginneken B, Sánchez CI. A survey on
deep learning in medical image analysis. Med Image Anal. 2017 Dec.
3. Jukema RA, Blanke P, Khoo JK, Tzimas G, Ahmadi A, Danad I, Knaapen P, Sellers SL, Leipsic JA. Artificial Intelligence-based Coronary
Plaque Quantification Using Coronary CT Angiography: Current Insights and Future Directions. Radiol Cardiothorac Imaging. 2025 Oct.
4. P. Rajpurkar et al., arXiv, (2017), CheXNet: Radiologist-Level Pneumonia Detection on Chest X-rays.
5. Shen D, Wu G, Suk HI. Deep Learning in Medical Image Analysis. Annu Rev Biomed Eng. 2017 Jun 21.
6. Mao C, Zeng H, Zhang K, Zhang S, Li D, Zhang T, Gu J, Zhang J, Fan Y, He Q. Automatic diagnosis of coronary artery stenosis by deep
learning based on X-ray coronary angiography. Quant Imaging Med Surg. 2025 Nov1.
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