Machine learning approach for ECG analysis and predicting different heart diseases

Machine learning approach for ECG analysis and predicting different heart diseases

This thesis is submitted in partial fulfilment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2018.

التفاصيل البيبلوغرافية
المؤلفون الرئيسيون:	Tithi, Sushmita Roy, Aktar, Afifa, Aleem, Fahimul
مؤلفون آخرون:	Chakrabarty, Amitabha
التنسيق:	أطروحة
اللغة:	English
منشور في:	BRAC University 2019
الموضوعات:	Machine learning ECG Heart diseases Diseases > Early detection. Medical informatics. Artificial intelligence. Machine learning.
الوصول للمادة أونلاين:	http://hdl.handle.net/10361/11409

مواد مشابهة

Heart disease prediction using machine learning algorithms
بواسطة: Ali, Musfiq, وآخرون
منشور في: (2019)

Comparison of machine learning techniques to predict cardiovascular disease
بواسطة: Jaber, Mir Mohammad, وآخرون
منشور في: (2019)

Comparative analysis between machine learning algorithms in efficiency of Coronary Heart Disease (CHD) prediction
بواسطة: Oishi, Fayza Rezwana, وآخرون
منشور في: (2020)

Heart disease prediction system
بواسطة: Amit, Tayab Al Azad, وآخرون
منشور في: (2022)

Heart disease prediction using techniques of classification in machine learning
بواسطة: Afrose, Sadia, وآخرون
منشور في: (2021)

Comparative analysis of machine learning models for the prediction of asthma disease among the cardiovascular disease patients
بواسطة: Jahan, Asif
منشور في: (2024)

Detection and classification of Mango Leaf diseases utilizing convolutional neural network models
بواسطة: Ferdous, Md.Rubaiat, وآخرون
منشور في: (2024)

Determining fatal heart failure risks in patients diagnosed with chronic kidney disease: a machine learning approach
بواسطة: Haque, Adiba, وآخرون
منشور في: (2022)

Enhancing Monkeypox diagnosis: a machine learning approach for skin lession classification
بواسطة: Nazmee, Namirah, وآخرون
منشور في: (2024)

Prediction of coronary heart diseases using supervised machine learning algorithms
بواسطة: Salam, Nazia Binte, وآخرون
منشور في: (2023)

Chronic kidney disease detection using ensemble classi ers and feature set reduction
بواسطة: Shawan, Naveed Rahman, وآخرون
منشور في: (2019)

Multimodal human detection in disaster situations using deep learning & artificial intelligence
بواسطة: Rafat, Md. Tasbi, وآخرون
منشور في: (2023)

Predicting obesity: a comparative analysis of machine learning models incorporating different features
بواسطة: Rahman, Md.Sakibur, وآخرون
منشور في: (2023)

Predicting climate induced floods using machine learning
بواسطة: Saleh, Chowdhury Nafis, وآخرون
منشور في: (2022)

An interpretable diagnosis of retinal diseases using vision transformer and Grad-CAM
بواسطة: Bhuiyan, Mahdi Hasan, وآخرون
منشور في: (2024)

Real time performance analysis on DDoS attack detection using machine learning
بواسطة: Suvra, Debashis Kar, وآخرون
منشور في: (2021)

Smart biomedical device to predict lung diseases, COVID-19 and diabetes by using machine learning algorithms
بواسطة: Hossain, Ashraful, وآخرون
منشور في: (2024)

Heart attack prediction using machine learning and XAI
بواسطة: Ahsan, Mumtahina
منشور في: (2023)

An implementation and analysis of deep learning models for the detection of wheat diseases
بواسطة: Zubair, Ahmad, وآخرون
منشور في: (2024)

Crop prediction based on geographical and climatic data using machine learning and deep learning
بواسطة: Alif, Al Amin, وآخرون
منشور في: (2019)

Developing a machine learning based prognostic model and a supporting web-based application for predicting the possibility of early diabetes and diabetic kidney disease
بواسطة: Amin, M.M. Shahriar, وآخرون
منشور في: (2021)

Deep learning based arrhythmia classification on low-cost and low-compute MCU
بواسطة: Zishan, Md Abu Obaida, وآخرون
منشور في: (2023)

Exploring machine learning techniques for symptom-based detection of livestock diseases
بواسطة: Niloy, Mahir Ahmed, وآخرون
منشور في: (2024)

Alumni opportunities using machine learning
بواسطة: Siaum, Arshif Sharlimin, وآخرون
منشور في: (2019)

Automated detection of Malignant Lesions in the ovary using deep learning models and XAI
بواسطة: Ifty, Md. Hasin Sarwar, وآخرون
منشور في: (2024)

Fault detection in waste water treatment plant using statistical analysis & machine learning
بواسطة: Haque, Md. Ezazul, وآخرون
منشور في: (2019)

Machine learning approach for improving decision support in ICU
بواسطة: Siddiquee, Mohib Billah, وآخرون
منشور في: (2019)

Effectiveness of data mining in predicting heart diseases
بواسطة: Afrin, Shahria, وآخرون
منشور في: (2018)

Plant disease detection using convolutional neural network
بواسطة: Hossain, Mohammad Shifat, وآخرون
منشور في: (2021)

A machine learning approach to credit default prediction and Individual credit scoring
بواسطة: Rahman, Md. Jaber, وآخرون
منشور في: (2018)

Explainable AI (XAI) driven skin cancer detection using transformer and CNN based architecture
بواسطة: Radiah, Faiza, وآخرون
منشور في: (2024)

Cardiovascular disease prediction model using Machine Learning Algorithm
بواسطة: Arefin Mirdha, MD Shamsul
منشور في: (2023)

Predicting depression in Bangladeshi undergraduates using machine learning
بواسطة: Choudhury, Ahnaf Atef, وآخرون
منشور في: (2019)

Machine learning as an indicator for breast cancer prediction
بواسطة: Shadman, Tahsin Mohammed, وآخرون
منشور في: (2019)

Application of machine learning in credit risk assessment: a prelude to smart banking
بواسطة: Dhruba, Mir Ishrak Maheer, وآخرون
منشور في: (2019)

A semi-supervised federated learning approach leveraging pseudo-labeling for Knee Osteoarthritis severity detection
بواسطة: Rifat, Rakib Hossain
منشور في: (2024)

A hybrid rumor detection model derived from a comparative study of supervised approaches
بواسطة: Aothoi, Mehzabin Sadat, وآخرون
منشور في: (2023)

Using deep learning algorithms to detect violent activities
بواسطة: Ammar, S.M. Rojin, وآخرون
منشور في: (2019)

Real-time foul detection in football matches using machine learning techniques
بواسطة: Siddiqui, Bishal Sadi, وآخرون
منشور في: (2024)

A machine learning approach to analyze and predict rainfall in different regions of Bangladesh
بواسطة: Rahee, Arnob, وآخرون
منشور في: (2021)