Determining fatal heart failure risks in patients diagnosed with chronic kidney disease: a machine learning approach

Determining fatal heart failure risks in patients diagnosed with chronic kidney disease: a machine learning approach

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

ग्रंथसूची विवरण
मुख्य लेखकों:	Haque, Adiba, Kabir, Anika Nahian Binte, Islam, Maisha, Monjur, Mayesha
अन्य लेखक:	Rhaman, Md. Khalilur
स्वरूप:	थीसिस
भाषा:	English
प्रकाशित:	Brac University 2022
विषय:	Cardiorenal Feature importance Cardiovascular disease Chronic kidney disease Machine learning
ऑनलाइन पहुंच:	http://hdl.handle.net/10361/17028

समान संसाधन

In-hospital outcome of Diabetes patients with Chronic Kidney Disease
द्वारा: Kabir, Sabrina
प्रकाशित: (2021)

Prevalence of chronic kidney disease in South Asia: A systematic review
द्वारा: Hasan, Mehedi, और अन्य
प्रकाशित: (2022)

Global, regional, and national burden of chronic kidney disease, 1990–2017: A systematic analysis for the Global Burden of Disease Study 2017
द्वारा: GBD Chronic Kidney Disease Collaboration
प्रकाशित: (2022)

Characterization and analysis of the major risk factors of the Kidney Patients of Bangladesh: a retrospective study
द्वारा: Rahman, Mahmud-Ur
प्रकाशित: (2018)

Chronic kidney disease detection using ensemble classi ers and feature set reduction
द्वारा: Shawan, Naveed Rahman, और अन्य
प्रकाशित: (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
द्वारा: Shuvro, Asif Jahan
प्रकाशित: (2019)

Stem cell as an option for kidney injury and transplantation
द्वारा: Kabir, Faizul
प्रकाशित: (2023)

Genetics of Monogenic Kidney Stone Disease (KSD): A review
द्वारा: Saad Aarman, Mohammad Shoumik
प्रकाशित: (2023)

Socio-economic inequality of chronic non-communicable diseases in Bangladesh
द्वारा: Biswas, Tuhin, और अन्य
प्रकाशित: (2018)

The illness narratives : suffering, healing, and the human condition /
द्वारा: Kleinman, Arthur
प्रकाशित: (1988)

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

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

Effect of Moringa oleifera on kidney disease: A review
द्वारा: Al Muhaimeen, Muntasir
प्रकाशित: (2023)

Hypovitaminosis D: a modifiable risk factor for noncommunicable diseases
द्वारा: Hossain, Afrin
प्रकाशित: (2024)

Early detection of chronic kidney disease using machine learning
द्वारा: Abrar, Tahmid, और अन्य
प्रकाशित: (2019)

A review on cellular senescence and prospect of Senolytic drugs against chronic age-related diseases
द्वारा: Tasnim, Saida Masuma
प्रकाशित: (2021)

Biocultural dimensions of chronic pain : implications for treatment of multi-ethnic populations /
द्वारा: Bates, Maryann S., 1942-
प्रकाशित: (1996)

The world health report 1997: conquering suffering, enriching humanity : report of the Director-General.
प्रकाशित: (1997)

The world health report 1996 : fighting disease, fostering development : report of the Director-General.
प्रकाशित: (1996)

Prevalence and risk factors of chronic obstructive pulmonary disease in Bangladesh: A systematic review
द्वारा: Sutradhar, Ipsita, और अन्य
प्रकाशित: (2022)

Targeting circular RNA for cardiovascular diseases
द्वारा: Sarkar, Deepannita
प्रकाशित: (2023)

Bangladesh health system in transition: selected articles
द्वारा: Islam, Anwar
प्रकाशित: (2010)

Effectiveness of data mining in predicting heart diseases
द्वारा: Afrin, Shahria, और अन्य
प्रकाशित: (2018)

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

A comprehensive review on investigations of chronic neurogenetical impact of SARS-COV-2
द्वारा: Samrat, Mahinul Islam
प्रकाशित: (2024)

Prediction of coronary heart diseases using supervised machine learning algorithms
द्वारा: Salam, Nazia Binte, और अन्य
प्रकाशित: (2023)

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

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

Prevalence and risk factors of cardiovascular diseases among Bangladeshi adults: Findings from a cross-sectional study
द्वारा: Khanam, Fouzia, और अन्य
प्रकाशित: (2022)

European Heart Journal

Overweight and obesity among children and adolescents in Bangladesh: a systematic review and meta-analysis
द्वारा: Biswas, Tuhin, और अन्य
प्रकाशित: (2018)

Kidney Disease detection and classification from CT Images using Watershed Segmentation and Deep Learning.
द्वारा: Hossain, Mohammad Sakib, और अन्य
प्रकाशित: (2023)

European Heart Journal Supplements

Developing a machine learning based prognostic model and a supporting web-based application for predicting the possibility of early diabetes and diabetic kidney disease
द्वारा: Amin, M.M. Shahriar, और अन्य
प्रकाशित: (2021)

A case study of lung cancer patients in term of various risk factors in context of Bangladesh
द्वारा: Shabnam, Musharrat
प्रकाशित: (2018)

A brief survey on the effect of smoke of different sources on COPD patients
द्वारा: Nawal, Nusrat
प्रकाशित: (2021)

European Heart Journal - Cardiovascular Imaging

Prevalence and associated risk factors of anxiety among university students of Bangladesh residing in urban areas
द्वारा: Muskan, Faiza Fairuz
प्रकाशित: (2024)

Drug repurposing in NCDs: benefits and challenges
द्वारा: Nasir, Naushin Sadia
प्रकाशित: (2021)

European Heart Journal - Quality of Care and Clinical Outcomes