Smart biomedical device to predict lung diseases, COVID-19 and diabetes by using machine learning algorithms

Smart biomedical device to predict lung diseases, COVID-19 and diabetes by using machine learning algorithms

This final year design project is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Electrical and Electronic Engineering, 2022.

Manylion Llyfryddiaeth
Prif Awduron:	Hossain, Ashraful, Pranto, Shahidul Islam, Alif, MD.Nur-e-Sultan, Fahim, Mohammad Moontasir
Awduron Eraill:	Department of Electrical and Electronic Engineering, Brac University
Fformat:	Project report
Iaith:	English
Cyhoeddwyd:	Brac University 2024
Pynciau:	Lung diseases Smart biomedical device Covid-19 Machine learning algorithms Computer algorithms Machine learning
Mynediad Ar-lein:	http://hdl.handle.net/10361/24462

Eitemau Tebyg

Genetic algorithms in search, optimization, and machine learning /
gan: Goldberg, David E. (David Edward), 1953-
Cyhoeddwyd: (1989)

Comparative analysis between machine learning algorithms in efficiency of Coronary Heart Disease (CHD) prediction
gan: Oishi, Fayza Rezwana, et al.
Cyhoeddwyd: (2020)

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

Machine Learning /
gan: Mitchell, Tom M. (Tom Michael), 1951-
Cyhoeddwyd: (1997)

Predictive maintenance of HVAC system using supervised machine learning algorithms
gan: Fahim, Md. Zubayer Ahmed, et al.
Cyhoeddwyd: (2021)

Crowd source based traffic analysis using machine learning algorithm
gan: Orthy, Marzia Khan, et al.
Cyhoeddwyd: (2018)

A counseling system to predict the study path for freshmen
gan: Usha, Rowshni Tasneem, et al.
Cyhoeddwyd: (2019)

Predicting criminal activities analyzing video signal using machine learning
gan: Sadman, Syed Md., et al.
Cyhoeddwyd: (2021)

Subjectivity analysis using machine learning algorithm
gan: Ahmed, Erfan, et al.
Cyhoeddwyd: (2017)

Foundations of machine learning /
gan: Mohri, Mehryar, et al.
Cyhoeddwyd: (2018)

Heart disease prediction using machine learning algorithms
gan: Ali, Musfiq, et al.
Cyhoeddwyd: (2019)

Prediction and detection in change of cognitive load for VIP’s by a machine learning approach
gan: Rahman, Fahim, et al.
Cyhoeddwyd: (2021)

Application of machine learning in credit risk assessment: a prelude to smart banking
gan: Dhruba, Mir Ishrak Maheer, et al.
Cyhoeddwyd: (2019)

A machine learning approach on classifying orthopedic patients based on their biomechanical features
gan: Hasan, Kamrul, et al.
Cyhoeddwyd: (2018)

Predicting the length of stay in a hospital for a particular disease using machine learning algorithms
gan: Imam, Saif
Cyhoeddwyd: (2021)

Crowed source based traffic analysis using machine learning algorithm
gan: Orthy, Marzia Khan, et al.
Cyhoeddwyd: (2017)

Analysing Facebook user risk using machine learning algorithm
gan: Barua, Arnab, et al.
Cyhoeddwyd: (2021)

Study on human emotion based on facial expressions through human machine communication
gan: Murshed, Tahmin Aysha, et al.
Cyhoeddwyd: (2021)

Polycystic ovary syndrome detection using neural network.
gan: Istiyaq, Tahsin, et al.
Cyhoeddwyd: (2024)

Lung cancer detection and classification using machine learning
gan: Arefin, Mahbubul, et al.
Cyhoeddwyd: (2023)

Machine learning as an indicator for breast cancer prediction
gan: Shadman, Tahsin Mohammed, et al.
Cyhoeddwyd: (2019)

Implementation of neural network in game engine to create smart bot and behavior analysis
gan: Shovon, Zamshed Khan, et al.
Cyhoeddwyd: (2018)

Understanding machine learning : from theory to algorithms /
gan: Shalev-Shwartz, Shai
Cyhoeddwyd: (2014)

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

Predicting depression in Bangladeshi undergraduates using machine learning
gan: Choudhury, Ahnaf Atef, et al.
Cyhoeddwyd: (2019)

Kernel methods for pattern analysis /
gan: Shawe-Taylor, John
Cyhoeddwyd: (2004)

Fault detection and predictive maintenance in IoT-based building management system using machine learning
gan: Sabuj, Khaja Sheikh Imran, et al.
Cyhoeddwyd: (2022)

Supervising vehicle using pattern recognition
gan: Lushan, Mihodi Hasan, et al.
Cyhoeddwyd: (2018)

A comparative study of lung cancer prediction using deep learning
gan: Mugdho, Aka Mohammad, et al.
Cyhoeddwyd: (2023)

Classi cation of magnetic configurations using machine learning algorithms
gan: Bokul, Saffat, et al.
Cyhoeddwyd: (2019)

Crop prediction based on geographical and climatic data using machine learning and deep learning
gan: Alif, Al Amin, et al.
Cyhoeddwyd: (2019)

Analysis of the impact of online education using EEG signals and machine learning algorithms
gan: Hoque, Ehsanul, et al.
Cyhoeddwyd: (2021)

A supervised learning approach by machine learning and deep learning algorithms to predict type II DM risk
gan: Farabe, Abdullah Al, et al.
Cyhoeddwyd: (2021)

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

Skin cancer detection and classification using multiple optimized deep convolutional neural network
gan: Sakir, Adnan, et al.
Cyhoeddwyd: (2023)

An Algorithmic Crystal Ball : Forecasts-based on Machine Learning /
gan: Jung, Jin-Kyu
Cyhoeddwyd: (2018)

Predicting climate induced floods using machine learning
gan: Saleh, Chowdhury Nafis, et al.
Cyhoeddwyd: (2022)

The More the Merrier? : A Machine Learning Algorithm for Optimal Pooling of Panel Data /
gan: Bolhuis, Marijn
Cyhoeddwyd: (2020)

A conventional & deep learning strategy for analyzing & detecting Bengali fake news in online medium
gan: Ahmed, Istiak, et al.
Cyhoeddwyd: (2023)

Approaching (almost) any Machine learning problem /
gan: Thakur, Abhishek
Cyhoeddwyd: (2020)