Prediction of diabetes induced complications using different machine learning algorithms

Prediction of diabetes induced complications using different machine learning algorithms

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:	Rahman, Tahsinur, Farzana, Sheikh Mastura, Khanom, Aniqa Zaida
Άλλοι συγγραφείς:	Alam, Md. Ashraful
Μορφή:	Thesis
Γλώσσα:	English
Έκδοση:	BRAC University 2018
Θέματα:	PCA Diabetes complications missForest SVM Naïve bayes Logistic regression Computers > Intelligence (AI) & Semantics Computers > Machine Theory Mathematical theory of computation
Διαθέσιμο Online:	http://hdl.handle.net/10361/10945

Παρόμοια τεκμήρια

Predicting subject area interest of a student using naive bayes
ανά: Hossain, Shakib
Έκδοση: (2016)

Assistive Guideline of Categorization for Competitive Programming Problems
ανά: Dhrubo, Najmus Sakib, κ.ά.
Έκδοση: (2021)

Analysis on the effects of wallstreetbets on the stock market
ανά: Hossain, Abir, κ.ά.
Έκδοση: (2022)

Stock market prediction using ensemble learning
ανά: Rabbani, Rakin Bin, κ.ά.
Έκδοση: (2021)

Best feature selection and data visualization for breast cancer prediction
ανά: Hemel, Tanjim Ahmed, κ.ά.
Έκδοση: (2020)

The applications of data mining and machine learning in Bangladesh for disease pattern analysis and prediction
ανά: Mahmud, Mahmudul Hasan
Έκδοση: (2021)

Complications in small animal surgery : diagnosis, management, prevention /
Έκδοση: (1996)

Diabetes mellitus : a handbook for professionals /
ανά: Mahtab, Hajera
Έκδοση: (2007)

Identification of childhood leukemia using deep learning
ανά: Tultul, Farana Naz
Έκδοση: (2018)

A hybrid rumor detection model derived from a comparative study of supervised approaches
ανά: Aothoi, Mehzabin Sadat, κ.ά.
Έκδοση: (2023)

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

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

Recognizing sentimental emotions in text by using Machine Learning
ανά: Bushra, Tabassum Khan, κ.ά.
Έκδοση: (2023)

Analyzing data of social media to evaluate customer behavior of companies using sentiment analysis
ανά: Shourin, Bushra, κ.ά.
Έκδοση: (2018)

Developing a machine learning based prognostic model and a supporting web-based application for predicting the possibility of early diabetes and diabetic kidney disease
ανά: Amin, M.M. Shahriar, κ.ά.
Έκδοση: (2021)

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

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
ανά: Chowdhury, Ishtiak Ahmed
Έκδοση: (2018)

Recognition of and response to neonatal intrapartum-related complications in home-birth settings in Bangladesh
ανά: Vanderende, Kristin E, κ.ά.
Έκδοση: (2017)

What is relevant in a text document a machine learning based approach
ανά: Mahmud, Abdullah Al, κ.ά.
Έκδοση: (2021)

A machine learning approach to predict young voter enthusiasm based on non-political factors
ανά: Rahman, Md. Nowroz Junaed, κ.ά.
Έκδοση: (2021)

Maternal nutrition intervention and maternal complications in 4 districts of Bangladesh: a nested cross-sectional study
ανά: Todd, Catherine S., κ.ά.
Έκδοση: (2022)

Ethnic predisposition of diabetes mellitus in the patients with previous history of gestational diabetes mellitus: A review
ανά: Gupta, Rajat Das, κ.ά.
Έκδοση: (2022)

Cervical Cancer Detection from Cervix Image Using Pap smear Imaging through CNN
ανά: Bhuiyan, Mazedul Haque, κ.ά.
Έκδοση: (2021)

The EM algorithm and extensions /
ανά: McLachlan, Geoffrey J., 1946-
Έκδοση: (2008)

Movie recommendation using link prediction
ανά: Dhrubo, Md Alif-uz-zaman, κ.ά.
Έκδοση: (2023)

Yoga posture recognition using the deep learning process
ανά: Islam, Abidul, κ.ά.
Έκδοση: (2023)

An effective machine learning approach for sentiment analysis of restaurant reviews
ανά: Karim, Rabita
Έκδοση: (2018)

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

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

Predicting brain age from EEG signals using machine learning and neural network
ανά: Pratanu, Abul Mushfique Muslah, κ.ά.
Έκδοση: (2023)

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

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

Speech emotion detection using supervised, unsupervised and feature selection algorithms
ανά: Rifat, Abu Nuraiya Mahfuza Yesmin, κ.ά.
Έκδοση: (2019)

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

Demystifying machine learning models for IOT attack detection with explainable AI
ανά: Muna, Rabeya Khatun, κ.ά.
Έκδοση: (2021)

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

Bacteriology of diabetic foot ulcers and their antibiotic resistance ability
ανά: Baral, Poulomi, κ.ά.
Έκδοση: (2023)

Flight fare prediction using machine learning
ανά: Noyon, Md. Shaim Hosan, κ.ά.
Έκδοση: (2024)

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

Double trouble: prevalence and factors associated with tuberculosis and diabetes comorbidity in Bangladesh
ανά: Sarker, Malabika, κ.ά.
Έκδοση: (2018)