Phase 77777771 WORD SLIDE PRESENTATIOJ LAKSHD.pptx

DESIGN

1. Department of Computer Science and Engineering Vidya Vikas Institute of Engineering and Technology Mysuru – 28 2024-25 Project Titled “MULTI DISEASE DETECTION USING MACHINE LEARNING ” Team Members CHANDAN P K 4VM21CS009 SHREYAS M 4VM21CS039 TARUN AYAPPA K G 4VM21CS045 ADARSH K S 4VM22CS401 Vidya Vikas Institute of Engineering and Technology, Mysuru Under the Guidance of Prof. Namithadevi N N Assistant Professor

2. Contents 2 Dept. of CSE, VVIET, Mysuru-28 Introduction Literature survey Problem statement Objective Hardware & Software requirement Methodology Expected Results References

3. Introduction 3 Dept. of CSE, VVIET, Mysuru-28 Detection of diseases is critical to improve patient outcomes and reduce healthcare costs. We aim to address this issue by developing a unified platform for predicting multiple diseases such as heart, kidney, brain and other conditions. This project utilizes user-friendly interfaces to make advanced diagnostic tools accessible to all.

4. Literature Survey Dept. of CSE, VVIET, Mysuru-28 4 Author Name Journal/Year of Publications Title of the Paper Technique Prof. Vivek Pandey, Tanay Tambe, Vipin Vishwakarma, Raheem Ansari April 2023 Multiple Diseases Prediction System using ML, Deep Learning and Big Data Support Vector Machine (SVM),K-NN, N aive Bayes Classifies for breast and lung cancer detection Leriesha S Mathew, Shafrin Fathima H S, Surya T, Suvarna R, Smita Unnikrishnan MAY 2024 MULTIPLE DISEASE PREDICTION USING MACHINE LEARNING SVM for heart disease, diabetes, and Parkinson’s disease detection. Dr. R Amutha, Karthik M C, Rohit M Sank, BinduShree Y V, Govardhan H May 2024 MULTIPLE DISEASE PREDICTION SYSTEM USING MACHINE LEARNING Diabetes, Heart, Parkinsons detection using Random forest and SVM

5. Literature Survey Dept. of CSE, VVIET, Mysuru-28 5 Author Name Journal/Year of Publications Title of the Paper Technique Ishwari Ambre, Samruddhi Deore, Aryan Ingle, Akanksha Vetal Dec 2022 Multi Disease Detection using Deep Learning Heart and brain disease detection using KNN and CNN Ms. Vansika Gupta, Bhavya Tyagi, Dhruv Varshney, Samridhi Yadav April 2024 MULTIPLE DISEASE PREDICTION USING MACHINE LEARNING Brain tumor, Cataract, Pneumonia, Malaria pridiction using CNN PARSHANT, DR. ANU RATHEE JUN 2023 Multiple Disease Prediction Using Machine Learning SVM for Parkinson’s, Heart, Diabetes Prediction

6. Literature Survey Dept. of CSE, VVIET, Mysuru-28 6 Author Name Journal/Year of Publications Title of the Paper Technique Ankush Singh, Ashish Yadav, Saloni Shah, Prof. Renuka Nagpure Mar 2022 Multiple Disease Prediction System KNN, Random Forest, XGBoost , integrated via Django for prediction of heart and liver disease. K. Arumugam, Mohd Naved , Priyanka P. Shinde, Orlando Leiva- Chaucad , Antonio Huaman -Osorio, Tatiana Gonzales- Yanac MAY 2024 Multiple disease prediction using Machine learning algorithms Decision Tree, Naïve Bayes, SVM for classification and prediction of heart and diabetes.

7. Problem Statement Develop a u ser friendly machine learning based application to predict multiple diseases to provide accurate, early detection through parameter-based inputs, enhancing healthcare outcomes. Dept. of CSE, VVIET, Mysuru-28 7

8. Objective Dept. of CSE, VVIET, Mysuru-28 8 To develop a machine learning-based multi-disease detection system that:

9. Methodology Dept. of CSE, VVIET, Mysuru-28 9 Dept. of CSE, VVIET, Mysuru-28 9

10. Hardware & software requirement Dept. of CSE, VVIET, Mysuru-28 10

11. Expected Results Dept. of CSE, VVIET, Mysuru-28 11

12. References Prof. Vivek Pandey, Tanay Tambe, Vipin Vishwakarma, Raheem Ansari, “ Multiple Diseases Prediction System using ML, Deep Learning and Big Data”, ISSN 2582-7421 Vol 4, no 4, pp 2742-2745. Leriesha S Mathew, Shafrin Fathima H S, Surya T, Suvarna R, Smita Unnikrishnan , “ MULTIPLE DISEASE PREDICTION USING MACHINE LEARNING”, 2024 IJCRT | Volume 12, | ISSN: 2320-2882 Dr. R Amutha, Karthik M C, Rohit M Sank, BinduShree Y V, Govardhan H, ” MULTIPLE DISEASE PREDICTION SYSTEM USING MACHINE LEARNING “, JETIR May 2024, Volume 11, Issue 5 , ISSN-2349-5162. Ishwari Ambre, Samruddhi Deore, Aryan Ingle ,Akanksha Vetal, « Multi Disease Detection using Deep Learning”, Volume: 09 Issue: 12, IRJET, e-ISSN: 2395-0056 K. Arumugama , Mohd Navedb , Priyanka P. Shindec , Orlando Leiva- Chaucad , Antonio Huaman-Osorioe , Tatiana Gonzales- Yanac ,” Multiple disease prediction using Machine learning algorithms”, https://doi.org/10.1016/j.matpr.2021.07.361 Ankush Singh, Ashish Yadav, Saloni Shah, Prof. Renuka Nagpure ,” Multiple Disease Prediction System “, olume : 09 Issue: 03 | IRJET, e-ISSN: 2395-0056 Ms. Vansika Gupta, Bhavya Tyagi, Dhruv Varshney, Samridhi Yadav, “ Multiple Disease Prediction Using Machine Learning”, (IJFMR) E-ISSN: 2582-2160, Volume 6, Issue 2 PARSHANT1, DR. ANU RATHEE, “ Multiple Disease Prediction Using Machine Learning ”, IRE Journals | Volume 6 Issue 12 | ISSN: 2456-8880 Dept. of CSE, VVIET, Mysuru-28 12