ISSN2320-2882
Impact Factor9.17
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ESTD2013
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Paper Title
AUTOMATIC CALCULATION OF CARDIO METRIC COEFFICIENTS ON CHEST X-RAY IMAGES
Authors
Vinithashri. S , Aarthi. S , Reshma. R , Sandhiya. B , Mrs. N. Shuruthi
Keywords
Artificial Intelligence, Deep Learning, Cardiomegaly Detection, Health Screening, Convolutional Neural Networks, Clinical Decision Support
Abstract
Early diagnosis of chronic and life-threatening diseases remains a significant challenge in modern healthcare systems, particularly in rural and resource-constrained environments. Conditions such as cardiomegaly, diabetes, hypertension, and anemia often go undetected until they reach advanced stages due to limited access to diagnostic tools and medical expertise. This paper presents an AI-based multi-modal health screening system that integrates deep learning techniques with clinical parameter analysis to provide a comprehensive and
accessible diagnostic solution. The proposed system employs a Convolutional Neural Network (CNN) model to analyze chest X-ray images for the detection of cardiomegaly, while simultaneously evaluating patient health parameters such as blood pressure, blood sugar levels, body mass index, hemoglobin concentration,and creatinine levels to predict multiple diseases. A user-friendly web interface is developed using Streamlit to facilitate seamless interaction, real-time predictions, and clear visualization of results. The system is designed to assist in preliminary screening and does not aim to replace professional medical diagnosis. Experimental evaluation demonstrates that the proposed approach is efficient, scalable, and capable of delivering reliable results, thereby making it suitable for deployment in low-resource healthcare settings.
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IJCRT — journal style
"AUTOMATIC CALCULATION OF CARDIO METRIC COEFFICIENTS ON CHEST X-RAY IMAGES", IJCRT - International Journal of Creative Research Thoughts (www.ijcrt.org), ISSN:2320-2882, Vol.14, Issue 4, page no.j426-j432, April 2026, Available :https://ijcrt.org/papers/IJCRT26A4094.pdf
APA — 7th edition
S, V., S, A., R, R., B, S., & Shuruthi, N. (2026). AUTOMATIC CALCULATION OF CARDIO METRIC COEFFICIENTS ON CHEST X-RAY IMAGES. International Journal of Creative Research Thoughts, 14(4), j426-j432. https://ijcrt.org/viewpaperforall.php?paper=IJCRT26A4094
MLA — 9th edition
S, Vinithashri., et al. "AUTOMATIC CALCULATION OF CARDIO METRIC COEFFICIENTS ON CHEST X-RAY IMAGES." International Journal of Creative Research Thoughts, vol. 14, no. 4, 2026, pp. j426-j432, https://ijcrt.org/viewpaperforall.php?paper=IJCRT26A4094.
Chicago — 17th, bibliography
S, Vinithashri., et al. "AUTOMATIC CALCULATION OF CARDIO METRIC COEFFICIENTS ON CHEST X-RAY IMAGES." International Journal of Creative Research Thoughts 14, no. 4 (2026): j426-j432. https://ijcrt.org/viewpaperforall.php?paper=IJCRT26A4094.
Harvard — author–date
S, V. et al. (2026) 'AUTOMATIC CALCULATION OF CARDIO METRIC COEFFICIENTS ON CHEST X-RAY IMAGES', International Journal of Creative Research Thoughts, 14(4), pp. j426-j432. Available at: https://ijcrt.org/viewpaperforall.php?paper=IJCRT26A4094
IEEE — numbered reference
V. S, A. S, R. R, S. B and N. Shuruthi, "AUTOMATIC CALCULATION OF CARDIO METRIC COEFFICIENTS ON CHEST X-RAY IMAGES," IJCRT, vol. 14, no. 4, pp. j426-j432, Apr. 2026.
Vancouver — biomedical
S V, S A, R R, B S, Shuruthi N. AUTOMATIC CALCULATION OF CARDIO METRIC COEFFICIENTS ON CHEST X-RAY IMAGES. IJCRT. 2026 Apr;14(4):j426-j432.
AMA — 11th edition
S V, S A, R R, B S, Shuruthi N. AUTOMATIC CALCULATION OF CARDIO METRIC COEFFICIENTS ON CHEST X-RAY IMAGES. IJCRT. 2026;14(4):j426-j432. Accessed at https://ijcrt.org/viewpaperforall.php?paper=IJCRT26A4094
BibTeX — Zotero, Mendeley, LaTeX
@article{IJCRT26A4094,
author = {Vinithashri. S and Aarthi. S and Reshma. R and Sandhiya. B and N. Shuruthi},
title = {AUTOMATIC CALCULATION OF CARDIO METRIC COEFFICIENTS ON CHEST X-RAY IMAGES},
journal = {International Journal of Creative Research Thoughts},
volume = {14},
number = {4},
pages = {j426-j432},
year = {2026},
month = {April},
issn = {2320-2882},
url = {https://ijcrt.org/viewpaperforall.php?paper=IJCRT26A4094}
}
RIS — EndNote, RefWorks
TY - JOUR
AU - S, Vinithashri.
AU - S, Aarthi.
AU - R, Reshma.
AU - B, Sandhiya.
AU - Shuruthi, N.
TI - AUTOMATIC CALCULATION OF CARDIO METRIC COEFFICIENTS ON CHEST X-RAY IMAGES
T2 - International Journal of Creative Research Thoughts
JA - IJCRT
VL - 14
IS - 4
PY - 2026
SN - 2320-2882
UR - https://ijcrt.org/viewpaperforall.php?paper=IJCRT26A4094
SP - j426-j432
ER -
Issue
Volume 14 Issue 4,
April-2026
Pages : j426-j432
Article Information
- Pages
- j426-j432
- Published
- April 2026
- Registration ID
- IJCRT_305377
- Published Paper ID
- IJCRT26A4094
- Research Area
- Science and Technology
- Author Type
- Indian Author
- Location
- India
- Peer Review
- Request Peer Review Report
- Licence
- CC BY 4.0 · Open Access
- ISSN & Impact Factor
- 2320-2882 · IF 9.17
- Downloads
- 145
- Permanent Link
- https://ijcrt.org/viewpaperforall.php?paper=IJCRT26A4094
- Published Paper PDF
- https://ijcrt.org/papers/IJCRT26A4094.pdf
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International Journal of Creative Research Thoughts
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