Heart disease prediction using techniques of classification in machine learning

Heart disease prediction using techniques of classification in machine learning

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2021.

מידע ביבליוגרפי
Main Authors:	Afrose, Sadia, Rubaiat, Farah, Tabassum, Homayra
מחברים אחרים:	Chakrabarty, Amitabha
פורמט:	Thesis
שפה:	English
יצא לאור:	Brac University 2021
נושאים:	Heart Disease Coronary Artery Blocks Chest Pain Machine Learning Angina Disease Prediction CatBoost XGBoost AdaBoost Decision Tree SVM KNN Naive Bayes Logistic Regression Linear Regression
גישה מקוונת:	http://hdl.handle.net/10361/15348

פריטים דומים

Prediction of bipolar disorder from mental episodes using machine learning approach
מאת: Tasmeem, Sumaiya, et al.
יצא לאור: (2023)

Stock market prediction using ensemble learning
מאת: Rabbani, Rakin Bin, et al.
יצא לאור: (2021)

Prediction of earthquakes: a step towards predicting the unpredictable
מאת: Chowdhury, Maheen, et al.
יצא לאור: (2023)

Early detection of chronic kidney disease using machine learning
מאת: Abrar, Tahmid, et al.
יצא לאור: (2019)

Performance analysis of machine learning algorithms for Malware classification
מאת: Bushra, Raisa Hasan, et al.
יצא לאור: (2023)

SCAMM: detection and prevention of SQL injection attacks using a machine learning approach
מאת: Alam, Auninda, et al.
יצא לאור: (2021)

Predicting the length of stay in a hospital for a particular disease using machine learning algorithms
מאת: Imam, Saif
יצא לאור: (2021)

Diagnosis of cervical cancer using effective hybrid model in Bangladesh
מאת: Saad-Ul-Kabir, Syed, et al.
יצא לאור: (2021)

Heart disease prediction using machine learning algorithms
מאת: Ali, Musfiq, et al.
יצא לאור: (2019)

Polycystic ovary syndrome detection using neural network.
מאת: Istiyaq, Tahsin, et al.
יצא לאור: (2024)

A feature selection approach to determine obesity using machine learning method
מאת: Antor, Shahidul Alam, et al.
יצא לאור: (2021)

Comparative analysis between machine learning algorithms in efficiency of Coronary Heart Disease (CHD) prediction
מאת: Oishi, Fayza Rezwana, et al.
יצא לאור: (2020)

Detecting online recruitment fraud by using machine learning
מאת: Ghosh, Gitanjali, et al.
יצא לאור: (2021)

Machine learning based analysis and prediction of crop yield and prices of Aman, Aus and Boro rice
מאת: Bhattacharjee, Ruposri, et al.
יצא לאור: (2024)

Unleashing potential: a data-driven exploration of identifying player potentialities through advanced analytics in sports
מאת: Bhowmik, Prashanta, et al.
יצא לאור: (2024)

Comparative analysis and implementation of credit risk prediction through distinct machine learning models
מאת: Turjo, Aquib Abtahi, et al.
יצא לאור: (2021)

Estimating flood susceptibility of Bangladesh in the future year using machine learning
מאת: Alim, Sakib Bin, et al.
יצא לאור: (2021)

Sentimental analysis of food review contents to improve food culture and the quality of virtual content using natural language processing and machine learning
מאת: Sarkar, Ripa, et al.
יצא לאור: (2024)

Supervising vehicle using pattern recognition
מאת: Lushan, Mihodi Hasan, et al.
יצא לאור: (2018)

A machine learning approach to predict young voter enthusiasm based on non-political factors
מאת: Rahman, Md. Nowroz Junaed, et al.
יצא לאור: (2021)

Machine learning approach for ECG analysis and predicting different heart diseases
מאת: Tithi, Sushmita Roy, et al.
יצא לאור: (2019)

Performance analysis of machine learning algorithms in resume recommendation systems
מאת: Hasan, Ibteaz, et al.
יצא לאור: (2018)

Prediction on large scale data using extreme gradient boosting
מאת: Sawon, Md.Tariq Hasan, et al.
יצא לאור: (2016)

Genetic susceptibility to coronary artery disease in Bangladesh: evaluation of MTHFR gene polymorphisms (C677T and A1298C) and hyperhomocysteinemia as independent risk factors of coronary artery disease among young Bangladeshi adults
מאת: Alabbi, Mysha Nowrin, et al.
יצא לאור: (2024)

Speech emotion detection using supervised, unsupervised and feature selection algorithms
מאת: Rifat, Abu Nuraiya Mahfuza Yesmin, et al.
יצא לאור: (2019)

Exploring machine learning techniques for symptom-based detection of livestock diseases
מאת: Niloy, Mahir Ahmed, et al.
יצא לאור: (2024)

Explainable breast cancer detection from Histopathology images using transfer learning and XAI
מאת: Farabi, Farhan, et al.
יצא לאור: (2023)

Classification and Explanation of Different Internet of Things (IoT) Network Attacks using Machine Learning, Deep Learning and XAI
מאת: Tasnim, Anika, et al.
יצא לאור: (2022)

Cardiovascular disease prediction model using Machine Learning Algorithm
מאת: Arefin Mirdha, MD Shamsul
יצא לאור: (2023)

Targeting circular RNA for cardiovascular diseases
מאת: Sarkar, Deepannita
יצא לאור: (2023)

Detection of coronary artery blockage at an early stage using effective deep learning technique
מאת: Promit, Tahmid Ashrafee, et al.
יצא לאור: (2023)

Flood prediction using ensemble machine learning models
מאת: Rahman, Tanvir
יצא לאור: (2024)

Prediction of diabetes induced complications using different machine learning algorithms
מאת: Rahman, Tahsinur, et al.
יצא לאור: (2018)

A hybrid rumor detection model derived from a comparative study of supervised approaches
מאת: Aothoi, Mehzabin Sadat, et al.
יצא לאור: (2023)

Recognizing sentimental emotions in text by using Machine Learning
מאת: Bushra, Tabassum Khan, et al.
יצא לאור: (2023)

A machine learning approach to detect depression and anxiety using supervised learning
מאת: Ullas, Md Tahmidur Rahman, et al.
יצא לאור: (2019)

Text classification using machine learning algorithms
מאת: Hasnat, Fahim, et al.
יצא לאור: (2018)

What is relevant in a text document a machine learning based approach
מאת: Mahmud, Abdullah Al, et al.
יצא לאור: (2021)

Early grade prediction using profile data
מאת: Iqbal, Sumaiya, et al.
יצא לאור: (2021)

A thesis on utilizing machine learning models to predict material hardship
מאת: Das, Tirtha
יצא לאור: (2024)