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

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

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

Библиографические подробности
Главные авторы:	Amin, M.M. Shahriar, Gomes, Partho Mark, Gomes, Jui Philomina, Tasneem, Faiza
Другие авторы:	Islam, Md. Saiful
Формат:	Диссертация
Язык:	English
Опубликовано:	Brac University 2021
Предметы:	Early Diabetes Prediction Diabetes Kidney Disease Prediction Machine Learning Diabetes GBDT Bioinformatics Machine learning.
Online-ссылка:	http://hdl.handle.net/10361/14964

Схожие документы

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

Diabetes mellitus : a handbook for professionals /
по: Mahtab, Hajera
Опубликовано: (2007)

A novel and superior approach to diabetic management: utilization of a fuzzy-logic based system for precision insulin dosing in type 2 diabetes patients
по: Orni, Proma Roy
Опубликовано: (2018)

Diabetic retinopathy detection using machine learning
по: Maliha, Maisha, и др.
Опубликовано: (2018)

A review on classes of anti diabetic drugs and synthetic methods to access them: classical and modern approaches
по: Shahriyar, Md. Sakif
Опубликовано: (2024)

Ethnic predisposition of diabetes mellitus in the patients with previous history of gestational diabetes mellitus: A review
по: Gupta, Rajat Das, и др.
Опубликовано: (2022)

A review on diabetic neuropathy and development of sustained release tablet containing ‘Epalrestat’
по: Dewan, Marzan
Опубликовано: (2019)

Determination of synthetic drugs as adulterant in herbal anti-diabetic medicines by HPLC
по: Chowdhury, Anika Tasnim
Опубликовано: (2018)

A comprehensive look into the association of diabetes with COVID- 19
по: Antora, Sabrina Islam
Опубликовано: (2023)

A review on the effectiveness of oral insulin in type I and type II Diabetes mellitus
по: Nahar, Nafiun
Опубликовано: (2021)

Double trouble: prevalence and factors associated with tuberculosis and diabetes comorbidity in Bangladesh
по: Sarker, Malabika, и др.
Опубликовано: (2018)

Bacteriology of diabetic foot ulcers and their antibiotic resistance ability
по: Baral, Poulomi, и др.
Опубликовано: (2023)

Use of stem cells for the Study and treatment of type 1 diabetes
по: Ahsan, Safat
Опубликовано: (2024)

A review on drug repurposing for diabetes epidemic
по: Lamia, Sadia Raisa
Опубликовано: (2022)

A review on aspects of diabetes mellitus caused by oxidative stress
по: Bhuiyan, Md. Rasshiq Amin
Опубликовано: (2023)

Determinants of diabetes in Bangladesh using two approaches: An analysis of the Demographic and Health Survey 2011
по: Swasey, Krystal K., и др.
Опубликовано: (2022)

Evaluation and comparison of release kinetics of an anti diabetic formulation
по: Yeasmin, Sumaiya
Опубликовано: (2015)

Biosimilar insulins: a potential option in the treatment of Diabetes
по: Tabassum, Turana
Опубликовано: (2022)

Comparison of diabetes knowledge and self-efficacy in diabetes management among the urban people and the people from Garo tribe in Mymensingh division
по: Hossain, Md. Rafayat
Опубликовано: (2020)

Survey on herbal medicine use in diabetic patients: a pilot study
по: Das, Writuparna
Опубликовано: (2020)

Fuzzy logic: a contemporary technique in refining physicians’ prescribed total daily insulin dosage for type 2 diabetes patients
по: Tareq, Md. Tariqul Islam
Опубликовано: (2019)

A review of prevalence, complications, risk factors, knowledge assessment, selfmanagement, consciousness and treatment of diabetes mellitus in Bangladesh
по: Chowdhury, Wasifuzzaman
Опубликовано: (2018)

Frequency and associated risk factors of diabetic foot infection: a review on the management and prevention
по: Rahman, Madiha
Опубликовано: (2023)

Diabetic retinopathy detection using image-processing
по: Zaman, Asif Uz, и др.
Опубликовано: (2016)

Implementing machine learning techniques to forecast floods In Bangladesh based on historical data
по: Toufique, S.M, и др.
Опубликовано: (2024)

A review: natural polymer based hydrogel wound dressings in the wound healing of diabetics’ patients
по: Proma, Manjila Saliha
Опубликовано: (2024)

Prevalence of epidemiological influence, risk factors of type-2 Diabetes Mellitus and analysis of hypertension as a complication among the relatively newly diagnosed patients from BIRDEM hospital
по: Chowdhury, Ishtiak Ahmed
Опубликовано: (2018)

Psychometric validation of diabetes distress scale in Bangladeshi population
по: Akter, Jesmin, и др.
Опубликовано: (2024)

Association of household wealth and education level with hypertension and diabetes among adults in Bangladesh: A propensity score-based analysis
по: Gupta, Rajat Das, и др.
Опубликовано: (2022)

A study of using fuzzy logic based system for adaptation of precise insulin dosage for type II diabetes patients
по: Prima, Afroza Afrin
Опубликовано: (2019)

Nutri rich diabetic biscuits: evaluating launching communication activities
по: Biswas, Sadman Shariar
Опубликовано: (2015)

A survey on the potential awareness for the delivery of insulin using transdermal microneedle array
по: Mahmood, Anika
Опубликовано: (2019)

Contribution of multidisciplinary healthcare professionals in the management of gestational diabetes mellitus: case study on selected hospitals in Dhaka
по: Modasser, Khadiza Binta
Опубликовано: (2018)

Use of machine learning and weather predictions to bridge the gap between consumer demands and the market requirements of food crops
по: Hasan, Raad, и др.
Опубликовано: (2021)

A review on the progress of stem cell therapy as a treatment for Diabetes mellitus
по: Biswas, Shipra
Опубликовано: (2022)

Machine learning as an indicator for breast cancer prediction
по: Shadman, Tahsin Mohammed, и др.
Опубликовано: (2019)

Chronic kidney disease detection using ensemble classi ers and feature set reduction
по: Shawan, Naveed Rahman, и др.
Опубликовано: (2019)

Antidiabetic properties of Moringa oleifera: a review
по: Mamun, Abdull-Al
Опубликовано: (2023)

Novo Nordisk Ltd. (pharmaceutical industry)
по: Matin, Md. Zubair
Опубликовано: (2016)

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