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.

Dettagli Bibliografici
Autori principali:	Hossain, Ashraful, Pranto, Shahidul Islam, Alif, MD.Nur-e-Sultan, Fahim, Mohammad Moontasir
Altri autori:	Department of Electrical and Electronic Engineering, Brac University
Natura:	Project report
Lingua:	English
Pubblicazione:	Brac University 2024
Soggetti:	Lung diseases Smart biomedical device Covid-19 Machine learning algorithms Computer algorithms Machine learning
Accesso online:	http://hdl.handle.net/10361/24462

Documenti analoghi

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

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

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

Machine Learning /
di: Mitchell, Tom M. (Tom Michael), 1951-
Pubblicazione: (1997)

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

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

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

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

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

Foundations of machine learning /
di: Mohri, Mehryar, et al.
Pubblicazione: (2018)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Kernel methods for pattern analysis /
di: Shawe-Taylor, John
Pubblicazione: (2004)

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

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

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

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

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

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

A supervised learning approach by machine learning and deep learning algorithms to predict type II DM risk
di: Farabe, Abdullah Al, et al.
Pubblicazione: (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
di: Amin, M.M. Shahriar, et al.
Pubblicazione: (2021)

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

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

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

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

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

Approaching (almost) any Machine learning problem /
di: Thakur, Abhishek
Pubblicazione: (2020)