Comparison of machine learning techniques to predict cardiovascular disease

Comparison of machine learning techniques to predict cardiovascular disease

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

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς:	Jaber, Mir Mohammad, Raad, Tahmid Imam, Tasneem, Tasfia
Άλλοι συγγραφείς:	Chakrabarty, Amitabha
Μορφή:	Thesis
Γλώσσα:	English
Έκδοση:	BRAC University 2019
Θέματα:	Machine learning Cardiovascular diseases Diseases > Early detection. Stroke; etiology Medical informatics. Artificial intelligence. Machine learning.
Διαθέσιμο Online:	http://hdl.handle.net/10361/11408

Παρόμοια τεκμήρια

Machine learning approach for ECG analysis and predicting different heart diseases
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Έκδοση: (2019)

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Έκδοση: (2024)

Prevalence and risk factors of cardiovascular diseases among Bangladeshi adults: Findings from a cross-sectional study
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Έκδοση: (2022)

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ανά: Ali, Musfiq, κ.ά.
Έκδοση: (2019)

Determining fatal heart failure risks in patients diagnosed with chronic kidney disease: a machine learning approach
ανά: Haque, Adiba, κ.ά.
Έκδοση: (2022)

Prediction of coronary heart diseases using supervised machine learning algorithms
ανά: Salam, Nazia Binte, κ.ά.
Έκδοση: (2023)

Cardiovascular disease prediction model using Machine Learning Algorithm
ανά: Arefin Mirdha, MD Shamsul
Έκδοση: (2023)

Detection and classification of Mango Leaf diseases utilizing convolutional neural network models
ανά: Ferdous, Md.Rubaiat, κ.ά.
Έκδοση: (2024)

Effectiveness of data mining in predicting heart diseases
ανά: Afrin, Shahria, κ.ά.
Έκδοση: (2018)

Chronic kidney disease detection using ensemble classi ers and feature set reduction
ανά: Shawan, Naveed Rahman, κ.ά.
Έκδοση: (2019)

Targeting circular RNA for cardiovascular diseases
ανά: Sarkar, Deepannita
Έκδοση: (2023)

An interpretable diagnosis of retinal diseases using vision transformer and Grad-CAM
ανά: Bhuiyan, Mahdi Hasan, κ.ά.
Έκδοση: (2024)

Exploring machine learning techniques for symptom-based detection of livestock diseases
ανά: Niloy, Mahir Ahmed, κ.ά.
Έκδοση: (2024)

Comparative analysis between machine learning algorithms in efficiency of Coronary Heart Disease (CHD) prediction
ανά: Oishi, Fayza Rezwana, κ.ά.
Έκδοση: (2020)

Heart disease prediction system
ανά: Amit, Tayab Al Azad, κ.ά.
Έκδοση: (2022)

Characterization of the major risk factors Cardiovascular diseases and analysis of hypertension as a complication among the relatively newly diagnosed patients all over Bangladesh: a reflective study
ανά: Shuvro, Asif Jahan
Έκδοση: (2019)

Multimodal human detection in disaster situations using deep learning & artificial intelligence
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Έκδοση: (2023)

An implementation and analysis of deep learning models for the detection of wheat diseases
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Έκδοση: (2024)

Smart biomedical device to predict lung diseases, COVID-19 and diabetes by using machine learning algorithms
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Έκδοση: (2024)

Developing a machine learning based prognostic model and a supporting web-based application for predicting the possibility of early diabetes and diabetic kidney disease
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Έκδοση: (2021)

Predicting climate induced floods using machine learning
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Έκδοση: (2022)

Real time performance analysis on DDoS attack detection using machine learning
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Enhancing Monkeypox diagnosis: a machine learning approach for skin lession classification
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Έκδοση: (2024)

Plant disease detection using convolutional neural network
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Έκδοση: (2021)

Crop prediction based on geographical and climatic data using machine learning and deep learning
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Έκδοση: (2019)

Heart disease prediction using techniques of classification in machine learning
ανά: Afrose, Sadia, κ.ά.
Έκδοση: (2021)

Risk of developing cardiovascular diseases on radiation exposure to thoracic region: a review
ανά: Mazumder, Dhrubanil
Έκδοση: (2024)

Alumni opportunities using machine learning
ανά: Siaum, Arshif Sharlimin, κ.ά.
Έκδοση: (2019)

Automated detection of Malignant Lesions in the ovary using deep learning models and XAI
ανά: Ifty, Md. Hasin Sarwar, κ.ά.
Έκδοση: (2024)

Fault detection in waste water treatment plant using statistical analysis & machine learning
ανά: Haque, Md. Ezazul, κ.ά.
Έκδοση: (2019)

A review on the emerging role of SIRT6 in cardiovascular diseases
ανά: Dinar, Md. ShahOwaly Ullah
Έκδοση: (2024)

Predicting obesity: a comparative analysis of machine learning models incorporating different features
ανά: Rahman, Md.Sakibur, κ.ά.
Έκδοση: (2023)

Smart detection and classification of fungal disease in rice plants using image processing techniques
ανά: Rashed, Akib, κ.ά.
Έκδοση: (2024)

A machine learning approach to credit default prediction and Individual credit scoring
ανά: Rahman, Md. Jaber, κ.ά.
Έκδοση: (2018)

Explainable AI (XAI) driven skin cancer detection using transformer and CNN based architecture
ανά: Radiah, Faiza, κ.ά.
Έκδοση: (2024)

Application of machine learning in credit risk assessment: a prelude to smart banking
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Έκδοση: (2019)

Predicting depression in Bangladeshi undergraduates using machine learning
ανά: Choudhury, Ahnaf Atef, κ.ά.
Έκδοση: (2019)

Real-time foul detection in football matches using machine learning techniques
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Έκδοση: (2024)

Machine learning as an indicator for breast cancer prediction
ανά: Shadman, Tahsin Mohammed, κ.ά.
Έκδοση: (2019)

Exploring Alzheimer's disease prediction with XAI in various neural network models
ανά: Rahman, Quazi Ashikur, κ.ά.
Έκδοση: (2022)