ARCHIVES
Original Article
Medi Scan: A Secure QR Code Based Medicine Information Retrieval System Using Python and Deep Learning for Enhanced Patient Safety
Durga Devi S1
Karthikeyan L2
Vishnu R3
Masanam A4
1 2 3 UG Scholar, Department of Computer Science and Engineering, Periyar Maniammai Institute of Science and Technology Thanjavur, Tamil Nadu, India. 4 Assistant Professor, Department of Computer Science and Engineering, Periyar Maniammai Institute of Science and Technology, Thanjavur, Tamil Nadu, India.
Published Online: January-April 2026
Pages: 469-477
Cite this article
↗ https://www.doi.org/10.59256/indjcst.20260501053
References
1. World Health Organization, “Substandard and falsified medical products,” WHO, 2017.
2. Institute of Medicine, Preventing Medication Errors, National Academies Press, 2007.
3. M. Pradhan and A. Sinha, “QR Code-Based Secure Authentication Systems,” IJCA, 2020.
4. P.-C. Lin et al., “Medicine Anti-Counterfeiting Using QR Code,” Journal of Medical Systems, 2019.
5. R. Smith, “Tesseract OCR Engine Overview,” ICDAR, IEEE, 2007.
6. Y. LeCun et al., “Deep Learning,” Nature, 2015.
7. O. Ronn e b e rger et al., “U-Net for Image Segmentation,” MICCAI, 2015.
8. C. Szegedy et al., “Deep Convolution Networks,” CVPR, IEEE, 2015.
9. G. Bradski, “The OpenCV Library,” 2000.
10. Tkachenko and M. Malyuk, “Pyzbar Library,” GitHub, 2022.
11. M. Grinberg, Flask Web Development, O’Reilly, 2018.
12. J. Forcier et al., Django Web Development, Addison-Wesley, 2008.
13. M. Dworkin, “SHA-3 Standard,” NIST, 2015.
14. IEEE, “IoT Architecture Standard (IEEE 2413),” 2019.
15. S. Nakamoto, “Bitcoin: A Peer-to-Peer System,” 2008.
16. S. An g r aal et al., “Blockchain in Healthcare,” Circulation, 2017.
17. P. Ka I r o u z et al., “Privacy-Preserving Deep Learning,” ISIT, IEEE, 2019.
18. Esteva et al., “Deep Learning in Healthcare,” Nature Medicine, 2019.
19. K. He et al., “Deep Residual Learning,” CVPR, 2016.
20. Vaswani et al., “Attention Is All You Need,” Neu r IPS, 2017.
21. T. Brown et al., “Language Models are Few-Shot Learners,” Neu r IPS, 2020.
22. Raj k o mar et al., “Machine Learning in Medicine,” NEJM, 2019.
23. G. Li t j e ns et al., “Deep Learning in Medical Imaging,” 2017.
24. M. Mettler, “Blockchain in Healthcare,” Health com, IEEE, 2016.
25. P. Zhang et al., “Blockchain Use Cases in Healthcare,” Elsevier, 2018.
26. J. Redmon et al., “You Only Look Once (YOLO),” CVPR, 2016.
27. K r I z h e v sky et al., “ImageNet Classification with Deep CNNs,” N e u r IPS, 2012.
28. D. Lowe, “Distinctive Image Features from Scale-Invariant Key points,” 2004.
29. N. Dalal and B. Triggs, “Histograms of Oriented Gradients for Human Detection,” CVPR, 2005.
30. F. Chollet, Deep Learning with Python, Manning Publications, 2017.
2. Institute of Medicine, Preventing Medication Errors, National Academies Press, 2007.
3. M. Pradhan and A. Sinha, “QR Code-Based Secure Authentication Systems,” IJCA, 2020.
4. P.-C. Lin et al., “Medicine Anti-Counterfeiting Using QR Code,” Journal of Medical Systems, 2019.
5. R. Smith, “Tesseract OCR Engine Overview,” ICDAR, IEEE, 2007.
6. Y. LeCun et al., “Deep Learning,” Nature, 2015.
7. O. Ronn e b e rger et al., “U-Net for Image Segmentation,” MICCAI, 2015.
8. C. Szegedy et al., “Deep Convolution Networks,” CVPR, IEEE, 2015.
9. G. Bradski, “The OpenCV Library,” 2000.
10. Tkachenko and M. Malyuk, “Pyzbar Library,” GitHub, 2022.
11. M. Grinberg, Flask Web Development, O’Reilly, 2018.
12. J. Forcier et al., Django Web Development, Addison-Wesley, 2008.
13. M. Dworkin, “SHA-3 Standard,” NIST, 2015.
14. IEEE, “IoT Architecture Standard (IEEE 2413),” 2019.
15. S. Nakamoto, “Bitcoin: A Peer-to-Peer System,” 2008.
16. S. An g r aal et al., “Blockchain in Healthcare,” Circulation, 2017.
17. P. Ka I r o u z et al., “Privacy-Preserving Deep Learning,” ISIT, IEEE, 2019.
18. Esteva et al., “Deep Learning in Healthcare,” Nature Medicine, 2019.
19. K. He et al., “Deep Residual Learning,” CVPR, 2016.
20. Vaswani et al., “Attention Is All You Need,” Neu r IPS, 2017.
21. T. Brown et al., “Language Models are Few-Shot Learners,” Neu r IPS, 2020.
22. Raj k o mar et al., “Machine Learning in Medicine,” NEJM, 2019.
23. G. Li t j e ns et al., “Deep Learning in Medical Imaging,” 2017.
24. M. Mettler, “Blockchain in Healthcare,” Health com, IEEE, 2016.
25. P. Zhang et al., “Blockchain Use Cases in Healthcare,” Elsevier, 2018.
26. J. Redmon et al., “You Only Look Once (YOLO),” CVPR, 2016.
27. K r I z h e v sky et al., “ImageNet Classification with Deep CNNs,” N e u r IPS, 2012.
28. D. Lowe, “Distinctive Image Features from Scale-Invariant Key points,” 2004.
29. N. Dalal and B. Triggs, “Histograms of Oriented Gradients for Human Detection,” CVPR, 2005.
30. F. Chollet, Deep Learning with Python, Manning Publications, 2017.
Related Articles
2026
Artificial Intelligence in Learning and Teaching
2026
Admin Assist: An AI – Driven Configuration and Orchestration for Enterprise Application
2026
Enhancing Blood Group Identification using pigeon inspired optimization: An Innovative Approach
2026
Eco-Genius: Power Up Smart, Power Down Waste
2026
Crowd-Sourced Disaster Response and Rescue Assistant
2026
