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International Journal for Research Trends and Innovation
International Peer Reviewed & Refereed Journals, Open Access Journal
ISSN Approved Journal No: 2456-3315 | Impact factor: 8.14 | ESTD Year: 2016
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Issue: October 2025
Volume 10 | Issue 10
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Impact Factor : 8.14
Issue per Year : 12
Volume Published : 10
Issue Published : 113
Article Submitted : 18080
Article Published : 7746
Total Authors : 20484
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| Paper Title: | Intelligent Disease Prediction and Diet Recommender |
| Authors Name: | Ronit Bagga , Vikash Sharma , Upkar Dobriyal , Yash Makhija |
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| Author Reg. ID: |
IJRTI_203472
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| Published Paper Id: | IJRTI2505076 |
| Published In: | Volume 10 Issue 5, May-2025 |
| DOI: | |
| Abstract: | The rising incidence of lifestyle-related diseases, including Diabetes, Heart Disease, and Parkinson’s Disease, underscores the necessity for early detection and preventive strategies. This study presents a disease prediction system that has been machine learning algorithms. The system meticulously developed using core Python and customized estimates the probability of these conditions by examining health metrics that are affected by dietary and lifestyle factors. Each model is trained on meticulously curated datasets, employing pre-processing methods such as normalization and label encoding. The evaluation of performance is carried out using metrics such as accuracy, precision, recall, and F1-score. Furthermore, the system promotes dietary awareness and personalized healthcare, merging AI-driven predictions with health-focused design to motivate proactive self-care. |
| Keywords: | Disease Prediction; Diabetes; Heart Disease; Parkinson’s; Nutrition; Machine Learning from Scratch; Preventive Healthcare; Personalized Health Insights |
| Cite Article: | "Intelligent Disease Prediction and Diet Recommender", International Journal of Science & Engineering Development Research (www.ijrti.org), ISSN:2455-2631, Vol.10, Issue 5, page no.a650-a654, May-2025, Available :http://www.ijrti.org/papers/IJRTI2505076.pdf |
| Downloads: | 000247 |
| ISSN: |
2456-3315 | IMPACT FACTOR: 8.14 Calculated By Google Scholar| ESTD YEAR: 2016 An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.14 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator |
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Published Paper ID: IJRTI2505076
Registration ID:203472
Published In: Volume 10 Issue 5, May-2025
DOI (Digital Object Identifier):
Page No: a650-a654 Country: New Delhi, Delhi, India Research Area: Engineering Publisher : IJ Publication Published Paper URL : https://www.ijrti.org/viewpaperforall?paper=IJRTI2505076 Published Paper PDF: https://www.ijrti.org/papers/IJRTI2505076 |
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ISSN: 2456-3315
Impact Factor: 8.14 and ISSN APPROVED,
Journal Starting Year (ESTD) : 2016
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