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.

التفاصيل البيبلوغرافية
المؤلفون الرئيسيون:	Hossain, Ashraful, Pranto, Shahidul Islam, Alif, MD.Nur-e-Sultan, Fahim, Mohammad Moontasir
مؤلفون آخرون:	Department of Electrical and Electronic Engineering, Brac University
التنسيق:	Project report
اللغة:	English
منشور في:	Brac University 2024
الموضوعات:	Lung diseases Smart biomedical device Covid-19 Machine learning algorithms Computer algorithms Machine learning
الوصول للمادة أونلاين:	http://hdl.handle.net/10361/24462

مواد مشابهة

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

Comparative analysis between machine learning algorithms in efficiency of Coronary Heart Disease (CHD) prediction
بواسطة: Oishi, Fayza Rezwana, وآخرون
منشور في: (2020)

Prediction of coronary heart diseases using supervised machine learning algorithms
بواسطة: Salam, Nazia Binte, وآخرون
منشور في: (2023)

Machine Learning /
بواسطة: Mitchell, Tom M. (Tom Michael), 1951-
منشور في: (1997)

Predictive maintenance of HVAC system using supervised machine learning algorithms
بواسطة: Fahim, Md. Zubayer Ahmed, وآخرون
منشور في: (2021)

Crowd source based traffic analysis using machine learning algorithm
بواسطة: Orthy, Marzia Khan, وآخرون
منشور في: (2018)

A counseling system to predict the study path for freshmen
بواسطة: Usha, Rowshni Tasneem, وآخرون
منشور في: (2019)

Predicting criminal activities analyzing video signal using machine learning
بواسطة: Sadman, Syed Md., وآخرون
منشور في: (2021)

Subjectivity analysis using machine learning algorithm
بواسطة: Ahmed, Erfan, وآخرون
منشور في: (2017)

Foundations of machine learning /
بواسطة: Mohri, Mehryar, وآخرون
منشور في: (2018)

Heart disease prediction using machine learning algorithms
بواسطة: Ali, Musfiq, وآخرون
منشور في: (2019)

Prediction and detection in change of cognitive load for VIP’s by a machine learning approach
بواسطة: Rahman, Fahim, وآخرون
منشور في: (2021)

Application of machine learning in credit risk assessment: a prelude to smart banking
بواسطة: Dhruba, Mir Ishrak Maheer, وآخرون
منشور في: (2019)

A machine learning approach on classifying orthopedic patients based on their biomechanical features
بواسطة: Hasan, Kamrul, وآخرون
منشور في: (2018)

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

Crowed source based traffic analysis using machine learning algorithm
بواسطة: Orthy, Marzia Khan, وآخرون
منشور في: (2017)

Analysing Facebook user risk using machine learning algorithm
بواسطة: Barua, Arnab, وآخرون
منشور في: (2021)

Study on human emotion based on facial expressions through human machine communication
بواسطة: Murshed, Tahmin Aysha, وآخرون
منشور في: (2021)

Polycystic ovary syndrome detection using neural network.
بواسطة: Istiyaq, Tahsin, وآخرون
منشور في: (2024)

Lung cancer detection and classification using machine learning
بواسطة: Arefin, Mahbubul, وآخرون
منشور في: (2023)

Machine learning as an indicator for breast cancer prediction
بواسطة: Shadman, Tahsin Mohammed, وآخرون
منشور في: (2019)

Implementation of neural network in game engine to create smart bot and behavior analysis
بواسطة: Shovon, Zamshed Khan, وآخرون
منشور في: (2018)

Understanding machine learning : from theory to algorithms /
بواسطة: Shalev-Shwartz, Shai
منشور في: (2014)

Cardiovascular disease prediction model using Machine Learning Algorithm
بواسطة: Arefin Mirdha, MD Shamsul
منشور في: (2023)

Predicting depression in Bangladeshi undergraduates using machine learning
بواسطة: Choudhury, Ahnaf Atef, وآخرون
منشور في: (2019)

Kernel methods for pattern analysis /
بواسطة: Shawe-Taylor, John
منشور في: (2004)

Fault detection and predictive maintenance in IoT-based building management system using machine learning
بواسطة: Sabuj, Khaja Sheikh Imran, وآخرون
منشور في: (2022)

Supervising vehicle using pattern recognition
بواسطة: Lushan, Mihodi Hasan, وآخرون
منشور في: (2018)

A comparative study of lung cancer prediction using deep learning
بواسطة: Mugdho, Aka Mohammad, وآخرون
منشور في: (2023)

Classi cation of magnetic configurations using machine learning algorithms
بواسطة: Bokul, Saffat, وآخرون
منشور في: (2019)

Crop prediction based on geographical and climatic data using machine learning and deep learning
بواسطة: Alif, Al Amin, وآخرون
منشور في: (2019)

Analysis of the impact of online education using EEG signals and machine learning algorithms
بواسطة: Hoque, Ehsanul, وآخرون
منشور في: (2021)

A supervised learning approach by machine learning and deep learning algorithms to predict type II DM risk
بواسطة: Farabe, Abdullah Al, وآخرون
منشور في: (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
بواسطة: Amin, M.M. Shahriar, وآخرون
منشور في: (2021)

Skin cancer detection and classification using multiple optimized deep convolutional neural network
بواسطة: Sakir, Adnan, وآخرون
منشور في: (2023)

An Algorithmic Crystal Ball : Forecasts-based on Machine Learning /
بواسطة: Jung, Jin-Kyu
منشور في: (2018)

Predicting climate induced floods using machine learning
بواسطة: Saleh, Chowdhury Nafis, وآخرون
منشور في: (2022)

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

A conventional & deep learning strategy for analyzing & detecting Bengali fake news in online medium
بواسطة: Ahmed, Istiak, وآخرون
منشور في: (2023)

Approaching (almost) any Machine learning problem /
بواسطة: Thakur, Abhishek
منشور في: (2020)