Comparative analysis of machine learning models for the prediction of asthma disease among the cardiovascular disease patients

Comparative analysis of machine learning models for the prediction of asthma disease among the cardiovascular disease patients

This thesis is submitted in partial fulfillment of the requirement for the degree of Master of Science in Biotechnology, 2024.

Bibliografische gegevens
Hoofdauteur:	Jahan, Asif
Andere auteurs:	Islam, Mohammad Rafiqul
Formaat:	Thesis
Taal:	English
Gepubliceerd in:	Brac University 2024
Onderwerpen:	Cardiovascular disease Asthma Machine learning Disease prediction Artificial intelligence > Medical applications. Cardiovascular system > Diseases.
Online toegang:	http://hdl.handle.net/10361/24404

Gelijkaardige items

Comparison of machine learning techniques to predict cardiovascular disease
door: Jaber, Mir Mohammad, et al.
Gepubliceerd in: (2019)

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
door: Shuvro, Asif Jahan
Gepubliceerd in: (2019)

Targeting circular RNA for cardiovascular diseases
door: Sarkar, Deepannita
Gepubliceerd in: (2023)

Determining fatal heart failure risks in patients diagnosed with chronic kidney disease: a machine learning approach
door: Haque, Adiba, et al.
Gepubliceerd in: (2022)

Hypovitaminosis D: a modifiable risk factor for noncommunicable diseases
door: Hossain, Afrin
Gepubliceerd in: (2024)

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

Effectiveness of data mining in predicting heart diseases
door: Afrin, Shahria, et al.
Gepubliceerd in: (2018)

Anti-inflammatory effect of Statins in reducing the exacerbation and mortality rates of COPD patients: a review study
door: Shomi, Iffat Ara
Gepubliceerd in: (2019)

Prevalence and risk factors of cardiovascular diseases among Bangladeshi adults: Findings from a cross-sectional study
door: Khanam, Fouzia, et al.
Gepubliceerd in: (2022)

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

Prediction of coronary heart diseases using supervised machine learning algorithms
door: Salam, Nazia Binte, et al.
Gepubliceerd in: (2023)

Cardiovascular disease prediction model using Machine Learning Algorithm
door: Arefin Mirdha, MD Shamsul
Gepubliceerd in: (2023)

Machine learning approach for ECG analysis and predicting different heart diseases
door: Tithi, Sushmita Roy, et al.
Gepubliceerd in: (2019)

Cardiovascular Research

Journal of Cardiovascular Risk

European Heart Journal - Cardiovascular Imaging

Heart disease prediction using machine learning algorithms
door: Ali, Musfiq, et al.
Gepubliceerd in: (2019)

European Heart Journal - Cardiovascular Pharmacotherapy

Application of regenerative medicine in cardiovascular diseases
door: Ahmed, Saraf Nawar
Gepubliceerd in: (2022)

Exploring Alzheimer's disease prediction with XAI in various neural network models
door: Rahman, Quazi Ashikur, et al.
Gepubliceerd in: (2022)

Pulmonary patient compliance among different types of inhaler dosage forms in Mohakhali, Dhaka
door: Rithin, Rafia Islam
Gepubliceerd in: (2022)

Developing a machine learning based prognostic model and a supporting web-based application for predicting the possibility of early diabetes and diabetic kidney disease
door: Amin, M.M. Shahriar, et al.
Gepubliceerd in: (2021)

Detection and classification of Mango Leaf diseases utilizing convolutional neural network models
door: Ferdous, Md.Rubaiat, et al.
Gepubliceerd in: (2024)

Investigating the link between Cardiovascular diseases and neurodegenerative disorders
door: Dey, Manashi
Gepubliceerd in: (2024)

Predicting obesity: a comparative analysis of machine learning models incorporating different features
door: Rahman, Md.Sakibur, et al.
Gepubliceerd in: (2023)

Heart disease prediction using techniques of classification in machine learning
door: Afrose, Sadia, et al.
Gepubliceerd in: (2021)

Disease detection system of mango leaves
door: Islam, Sabrina, et al.
Gepubliceerd in: (2024)

Adult asthma /
door: Clark, T. J. H. (Timothy John Hayes)
Gepubliceerd in: (1984)

Predicting COVID-19 disease outcome and post-recovery conditions using machine learning
door: Sajid, Abul Kasem, et al.
Gepubliceerd in: (2021)

Predicting climate induced floods using machine learning
door: Saleh, Chowdhury Nafis, et al.
Gepubliceerd in: (2022)

European Journal of Echocardiography

European Heart Journal - Quality of Care and Clinical Outcomes

European Heart Journal Supplements

European Heart Journal

European Journal of Preventive Cardiology

EP Europace

PCSK9i: proprotein convertase subtilisin/kexin type 9 inhibitor a new phase of lipid-lowering treatment
door: Lubaba, Anikah
Gepubliceerd in: (2024)

A decision support system for symptom-based common diseases and image-based skin diseases detection
door: Joy, Moinul Alam
Gepubliceerd in: (2021)

Clinical evaluation of dengue and identification of risk factors for severe disease: protocol for a multicentre study in 8 countries
door: Jaenisch, Thomas, et al.
Gepubliceerd in: (2018)

The role of Artificial Intelligence (AI) in the detection and diagnosis of chronic diseases – a review
door: Zaman, Mumtahina
Gepubliceerd in: (2022)