VITAMIN D, B12 DEFICIENCY AND ANAEMIA DETECTION USING MACHINE LEARNING TECHNIQUES
Alt Text: Machine Learning-Based Detection of Vitamin D, B12 Deficiency and Anaemia
Title: Vitamin D, B12 Deficiency and Anaemia Detection Using Machine Learning Techniques
Caption: AI-driven detection system for vitamin deficiencies and anaemia using machine learning
Description: This paper proposes a machine learning-based method for detecting vitamin D and B12 deficiency, along with anaemia, using blood serum values and MCV reports, providing accurate and user-friendly health assessments.
Keywords: Vitamin D deficiency, vitamin B12 deficiency, anaemia detection, machine learning algorithm, blood reports, AI-based recommendations
International Journal of Engineering and Techniques – Volume 10 Issue 3, May 2024
Mrs. Dakshayini G R1, Vijayalakshmi D2, Prerana Kumari3, Jeevan Reddy R4, Nandan Kumar N5
1Assistant Professor, Department of Computer Science and Engineering, KSSEM, Bengaluru, Karnataka, India Email: dakshayini@kssem.edu.in
2Student, Department of Computer Science and Engineering, KSSEM, Bengaluru, Karnataka, India Email: dvijayalakshmi911@gmail.com
3Student, Department of Computer Science and Engineering, KSSEM, Bengaluru, Karnataka, India Email: prerana99010@gmail.com
4Student, Department of Computer Science and Engineering, KSSEM, Bengaluru, Karnataka, India Email: jeevanani2733@gmail.com
5Student, Department of Computer Science and Engineering, KSSEM, Bengaluru, Karnataka, India Email: nkumarn354@gmail.com
Abstract
Millions of people worldwide suffer from vitamin deficiencies that negatively impact their daily lives. Health issues associated with vitamin deficiencies are rising due to a lack of awareness about symptoms and nutritional needs. This study introduces a machine learning-based algorithm for detecting deficiencies in vitamin D and B12, as well as anaemia, using serum values and MCV blood reports. Incorporating AI-based recommendations, the system provides a user-friendly interface for self-assessment and personalized health insights, eliminating the need for prior medical consultation.
Keywords
Vitamin D deficiency, vitamin B12 deficiency, anaemia detection, machine learning algorithm, blood reports, AI-based recommendations
How to Cite
Dakshayini G R, Vijayalakshmi D, Prerana Kumari, Jeevan Reddy R, Nandan Kumar N, “Vitamin D, B12 Deficiency and Anaemia Detection Using Machine Learning Techniques,” International Journal of Engineering and Techniques, Volume 10, Issue 3, 2024. ISSN 2395-1303.
Post Comment