Cardiovascular disease prediction model using Machine Learning Algorithm

Cardiovascular disease prediction model using Machine Learning Algorithm

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2022.

Sonraí bibleagrafaíochta
Príomhchruthaitheoir:	Arefin Mirdha, MD Shamsul
Rannpháirtithe:	Mostakim, Moin
Formáid:	Tráchtas
Teanga:	English
Foilsithe / Cruthaithe:	Brac University 2023
Ábhair:	Cardiovascular Disease Machine Learning Random Forest (RF) Logistic Regression Decision Tree Na¨ıve Bayes Linear Algorithm Support Vector Machine (SVM) K-Nearest Neighbor Neural networks (Computer science); Artificial intelligence Machine learning
Rochtain ar líne:	http://hdl.handle.net/10361/18023

Míreanna comhchosúla

Effectiveness of data mining in predicting heart diseases
de réir: Afrin, Shahria, et al.
Foilsithe / Cruthaithe: (2018)

Early grade prediction using profile data
de réir: Iqbal, Sumaiya, et al.
Foilsithe / Cruthaithe: (2021)

What is relevant in a text document a machine learning based approach
de réir: Mahmud, Abdullah Al, et al.
Foilsithe / Cruthaithe: (2021)

A feature selection approach to determine obesity using machine learning method
de réir: Antor, Shahidul Alam, et al.
Foilsithe / Cruthaithe: (2021)

A machine learning approach to analyze and predict rainfall in different regions of Bangladesh
de réir: Rahee, Arnob, et al.
Foilsithe / Cruthaithe: (2021)

Prediction of earthquakes: a step towards predicting the unpredictable
de réir: Chowdhury, Maheen, et al.
Foilsithe / Cruthaithe: (2023)

Sentimental analysis of food review contents to improve food culture and the quality of virtual content using natural language processing and machine learning
de réir: Sarkar, Ripa, et al.
Foilsithe / Cruthaithe: (2024)

Intrusion of Malware (DDoS) detection in IoT devices using Machine Learning on Cyberspace
de réir: Al Amin, Istiak, et al.
Foilsithe / Cruthaithe: (2022)

Flood prediction using machine learning models
de réir: Syeed, Miah Mohammad Asif, et al.
Foilsithe / Cruthaithe: (2022)

Diagnosis of cervical cancer using effective hybrid model in Bangladesh
de réir: Saad-Ul-Kabir, Syed, et al.
Foilsithe / Cruthaithe: (2021)

A hybrid rumor detection model derived from a comparative study of supervised approaches
de réir: Aothoi, Mehzabin Sadat, et al.
Foilsithe / Cruthaithe: (2023)

A machine learning approach to predict young voter enthusiasm based on non-political factors
de réir: Rahman, Md. Nowroz Junaed, et al.
Foilsithe / Cruthaithe: (2021)

A machine learning approach to detect depression and anxiety using supervised learning
de réir: Ullas, Md Tahmidur Rahman, et al.
Foilsithe / Cruthaithe: (2019)

Prediction of coronary heart diseases using supervised machine learning algorithms
de réir: Salam, Nazia Binte, et al.
Foilsithe / Cruthaithe: (2023)

Credit card fraud detection using machine learning techniques
de réir: Kabir, Tasmia, et al.
Foilsithe / Cruthaithe: (2021)

Comparative analysis and implementation of credit risk prediction through distinct machine learning models
de réir: Turjo, Aquib Abtahi, et al.
Foilsithe / Cruthaithe: (2021)

Enhancing crops production based on environmental status using machine learning techniques
de réir: Talukder, Shiyam, et al.
Foilsithe / Cruthaithe: (2021)

Data analysis on the Bangladesh share market using Machine-Learning
de réir: Sadman, Syed Hassan, et al.
Foilsithe / Cruthaithe: (2021)

Best feature selection and data visualization for breast cancer prediction
de réir: Hemel, Tanjim Ahmed, et al.
Foilsithe / Cruthaithe: (2020)

Performance analysis of machine learning algorithms for Malware classification
de réir: Bushra, Raisa Hasan, et al.
Foilsithe / Cruthaithe: (2023)

Modelling and forecasting energy demand of Bangladesh using AI based algorithms
de réir: Mahmud, Booshra Nazifa, et al.
Foilsithe / Cruthaithe: (2019)

Estimating flood susceptibility of Bangladesh in the future year using machine learning
de réir: Alim, Sakib Bin, et al.
Foilsithe / Cruthaithe: (2021)

Supervising vehicle using pattern recognition
de réir: Lushan, Mihodi Hasan, et al.
Foilsithe / Cruthaithe: (2018)

Prediction of bipolar disorder from mental episodes using machine learning approach
de réir: Tasmeem, Sumaiya, et al.
Foilsithe / Cruthaithe: (2023)

A supervised learning approach by machine learning and deep learning algorithms to predict type II DM risk
de réir: Farabe, Abdullah Al, et al.
Foilsithe / Cruthaithe: (2021)

A counseling system to predict the study path for freshmen
de réir: Usha, Rowshni Tasneem, et al.
Foilsithe / Cruthaithe: (2019)

EMG controlled bionic robotic arm using artificial intelligence and machine learning
de réir: Rupom, Farhan Fuad, et al.
Foilsithe / Cruthaithe: (2021)

Parking data analysis
de réir: Ahamed, Kasfi, et al.
Foilsithe / Cruthaithe: (2023)

Machine learning based analysis and prediction of crop yield and prices of Aman, Aus and Boro rice
de réir: Bhattacharjee, Ruposri, et al.
Foilsithe / Cruthaithe: (2024)

Machine learning-based approach on predicting online shopping addiction using EEG signals
de réir: Nawer, Nafisa, et al.
Foilsithe / Cruthaithe: (2023)

SCAMM: detection and prevention of SQL injection attacks using a machine learning approach
de réir: Alam, Auninda, et al.
Foilsithe / Cruthaithe: (2021)

Machine learning for stress prediction
de réir: Salehin, Sherajus, et al.
Foilsithe / Cruthaithe: (2023)

Heart disease prediction using techniques of classification in machine learning
de réir: Afrose, Sadia, et al.
Foilsithe / Cruthaithe: (2021)

Heart disease prediction system
de réir: Amit, Tayab Al Azad, et al.
Foilsithe / Cruthaithe: (2022)

Fighting depression: psychological approaches among Bangladeshi university students
de réir: Sen, Sanjib Kumar, et al.
Foilsithe / Cruthaithe: (2022)

Amazon product reviews sentiment analysis using supervised learning algorithms
de réir: Hawladar, Mohibullah, et al.
Foilsithe / Cruthaithe: (2021)

Travel time prediction using machine learning and weather impact on traffic conditions
de réir: Deb, Bilash, et al.
Foilsithe / Cruthaithe: (2018)

Predicting brain age from EEG signals using machine learning and neural network
de réir: Pratanu, Abul Mushfique Muslah, et al.
Foilsithe / Cruthaithe: (2023)

Automatic classified myocardial infarction detection using machine learning and forewarning system with location of the patient using GSM module
de réir: Shrestha, Soptorsi Paul, et al.
Foilsithe / Cruthaithe: (2021)

A machine learning approach to predict movie box-office success
de réir: Quader, Nahid, et al.
Foilsithe / Cruthaithe: (2018)