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.

Sonraí bibleagrafaíochta
Príomhchruthaitheoirí:	Hossain, Ashraful, Pranto, Shahidul Islam, Alif, MD.Nur-e-Sultan, Fahim, Mohammad Moontasir
Rannpháirtithe:	Department of Electrical and Electronic Engineering, Brac University
Formáid:	Project report
Teanga:	English
Foilsithe / Cruthaithe:	Brac University 2024
Ábhair:	Lung diseases Smart biomedical device Covid-19 Machine learning algorithms Computer algorithms Machine learning
Rochtain ar líne:	http://hdl.handle.net/10361/24462

Míreanna comhchosúla

Genetic algorithms in search, optimization, and machine learning /
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Foilsithe / Cruthaithe: (1989)

Comparative analysis between machine learning algorithms in efficiency of Coronary Heart Disease (CHD) prediction
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Foilsithe / Cruthaithe: (2020)

Prediction of coronary heart diseases using supervised machine learning algorithms
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Foilsithe / Cruthaithe: (2023)

Machine Learning /
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Predictive maintenance of HVAC system using supervised machine learning algorithms
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Crowd source based traffic analysis using machine learning algorithm
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A counseling system to predict the study path for freshmen
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Predicting criminal activities analyzing video signal using machine learning
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Subjectivity analysis using machine learning algorithm
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Foundations of machine learning /
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Heart disease prediction using machine learning algorithms
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Prediction and detection in change of cognitive load for VIP’s by a machine learning approach
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Application of machine learning in credit risk assessment: a prelude to smart banking
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A machine learning approach on classifying orthopedic patients based on their biomechanical features
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Predicting the length of stay in a hospital for a particular disease using machine learning algorithms
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Crowed source based traffic analysis using machine learning algorithm
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Analysing Facebook user risk using machine learning algorithm
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Study on human emotion based on facial expressions through human machine communication
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Polycystic ovary syndrome detection using neural network.
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Lung cancer detection and classification using machine learning
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Foilsithe / Cruthaithe: (2023)

Machine learning as an indicator for breast cancer prediction
de réir: Shadman, Tahsin Mohammed, et al.
Foilsithe / Cruthaithe: (2019)

Implementation of neural network in game engine to create smart bot and behavior analysis
de réir: Shovon, Zamshed Khan, et al.
Foilsithe / Cruthaithe: (2018)

Understanding machine learning : from theory to algorithms /
de réir: Shalev-Shwartz, Shai
Foilsithe / Cruthaithe: (2014)

Cardiovascular disease prediction model using Machine Learning Algorithm
de réir: Arefin Mirdha, MD Shamsul
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Predicting depression in Bangladeshi undergraduates using machine learning
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Foilsithe / Cruthaithe: (2019)

Kernel methods for pattern analysis /
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Foilsithe / Cruthaithe: (2004)

Fault detection and predictive maintenance in IoT-based building management system using machine learning
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Foilsithe / Cruthaithe: (2022)

Supervising vehicle using pattern recognition
de réir: Lushan, Mihodi Hasan, et al.
Foilsithe / Cruthaithe: (2018)

A comparative study of lung cancer prediction using deep learning
de réir: Mugdho, Aka Mohammad, et al.
Foilsithe / Cruthaithe: (2023)

Classi cation of magnetic configurations using machine learning algorithms
de réir: Bokul, Saffat, et al.
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Crop prediction based on geographical and climatic data using machine learning and deep learning
de réir: Alif, Al Amin, et al.
Foilsithe / Cruthaithe: (2019)

Analysis of the impact of online education using EEG signals and machine learning algorithms
de réir: Hoque, Ehsanul, et al.
Foilsithe / Cruthaithe: (2021)

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

Skin cancer detection and classification using multiple optimized deep convolutional neural network
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Foilsithe / Cruthaithe: (2023)

An Algorithmic Crystal Ball : Forecasts-based on Machine Learning /
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Predicting climate induced floods using machine learning
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Foilsithe / Cruthaithe: (2022)

The More the Merrier? : A Machine Learning Algorithm for Optimal Pooling of Panel Data /
de réir: Bolhuis, Marijn
Foilsithe / Cruthaithe: (2020)

A conventional & deep learning strategy for analyzing & detecting Bengali fake news in online medium
de réir: Ahmed, Istiak, et al.
Foilsithe / Cruthaithe: (2023)

Approaching (almost) any Machine learning problem /
de réir: Thakur, Abhishek
Foilsithe / Cruthaithe: (2020)