Classification of respiratory diseases and COVID-19 from respiratory and cough sound using deep learning techniques

Classification of respiratory diseases and COVID-19 from respiratory and cough sound using deep learning techniques

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2022.

Podrobná bibliografie
Hlavní autoři:	Ahasan, Md. Mubtasim, Fahim, Mohammad, Mazumder, Himadri, Fatema, Nur E, Rahman, Sheikh Mustafizur
Další autoři:	Noor, Jannatun
Médium:	Diplomová práce
Jazyk:	English
Vydáno:	Brac University 2022
Témata:	Deep learning Respiratory diseases Cough sound Covid-19 Mel-Spectrogram MFCC CNN Machine learning Neural networks (Computer science) Cognitive learning theory (Deep learning)
On-line přístup:	http://hdl.handle.net/10361/16780

Podobné jednotky

Comprehensive analysis and development of deep learning models for Bengali character’s spectrogram image classification in child speech: introduction of spectro SETNet
Autor: Ahmed, Syed Istiaque, a další
Vydáno: (2024)

Predicting effectiveness of marketing through analyzing emotional context in advertisement using deep learning
Autor: Arafat, Sheikh Mohammad, a další
Vydáno: (2021)

Classification of peripheral blood cell images using deep learning
Autor: Aadi, Oyshik Ahmed, a další
Vydáno: (2024)

A modern technique to detect potholes by Computer Vision and Deep Learning
Autor: Saif, Muntasir Mahmud, a další
Vydáno: (2023)

Recall-Net: A CNN-based Model for Four-class Classification of Alzheimer’s Disease
Autor: Hasan, M. M. Kamrul, a další
Vydáno: (2022)

Gender classification in Bangla language using deep learning-based voice analysis
Autor: Hakim, Talukder Juhaer, a další
Vydáno: (2024)

Deep learning-based waste classification system for efficient waste management
Autor: Nakib, Abdullah Al, a další
Vydáno: (2022)

Visual object classification from fMRI data
Autor: Newaz, Syed Mishar, a další
Vydáno: (2022)

An efficient deep learning approach to detect skin Cancer
Autor: Islam, Ashfaqul, a další
Vydáno: (2022)

Damaged road detection using Image Processing and Deep Learning
Autor: Swadesh, Shimran Mahbub, a další
Vydáno: (2022)

Predicting crime using deep learning
Autor: Shihab, Muhammad Nafees, a další
Vydáno: (2024)

Corn leaf disease detection using deep convolution neural network
Autor: Rabbi, Rawhatur, a další
Vydáno: (2023)

Deep learning-based hybrid multi-task model for adrenocortical carcinoma segmentation and classification
Autor: Datta, Nirjhor, a další
Vydáno: (2024)

Financial factors analysis for acquisition premium and anticipation using extreme gradient boosting and deep recurrent neural network
Autor: Rayhan, Mohammad, a další
Vydáno: (2020)

Diabetic retinopathy detection and classification by using deep learning
Autor: Hossain, Shahriar, a další
Vydáno: (2022)

DeepWPD: A deep learning based wavelet packet decomposition to remove Moiré pattern from screen capture images.
Autor: Khan, Ibrahim
Vydáno: (2023)

Multi-classification Network for Detecting Skin Diseases using Deep Learning and XAI
Autor: Athina, Fahima Hasan, a další
Vydáno: (2022)

Application of CNN based architectures in detection of distracted drivers
Autor: Arafin, Irfana, a další
Vydáno: (2023)

Traffic sign recognition using deep learning
Autor: Amir, Afia Binte, a další
Vydáno: (2020)

Deep learning based arrhythmia classification on low-cost and low-compute MCU
Autor: Zishan, Md Abu Obaida, a další
Vydáno: (2023)

Cancer classification using deep learning from medical image data
Autor: Monir, Raiyan Janik, a další
Vydáno: (2022)

Deep learning-based real-time pothole detection for avoiding road accident
Autor: Basher, Rafsan, a další
Vydáno: (2022)

An interpretable transformer based approach to classify Malaria from blood cell images
Autor: Islam, Mehafuza, a další
Vydáno: (2023)

Empowering mobile network planning through deep learning: a path to democratization
Autor: Nabi, Syed Tauhidun
Vydáno: (2024)

Yoga posture recognition using the deep learning process
Autor: Islam, Abidul, a další
Vydáno: (2023)

Application of deep learning in MRI classification of Schizophrenia
Autor: Joyee, Ramisa Fariha, a další
Vydáno: (2024)

Real-time mastitis detection in livestock using deep learning and machine learning leveraging edge devices
Autor: Ghosh, Kawshik Kumar, a další
Vydáno: (2023)

Facial expression recognition: convolutional attentional masking network and ensemble approach
Autor: Kowsar, Ibna, a další
Vydáno: (2021)

ProteoKnight: phage virion protein classification with CNN and uncertainty quantification
Autor: Bhuiyan, Abir Ahammed, a další
Vydáno: (2024)

Document template identification and data extraction using machine learning and deep learning approach
Autor: Roy, Kaushik, a další
Vydáno: (2024)

Skin cancer detection and classification using multiple optimized deep convolutional neural network
Autor: Sakir, Adnan, a další
Vydáno: (2023)

Prostate cancer detection using deep learning neural network with transfer learning approach
Autor: Badhon, Ariful Islam Mahmud, a další
Vydáno: (2022)

Classification of Bangla regional languages and recognition of artificial Bangla speech using deep learning
Autor: Hossain, Prommy Sultana
Vydáno: (2022)

Deep Learning based Bangla Voice to Braille Character Conversion System
Autor: Iqbal, Syed Bayes, a další
Vydáno: (2022)

Shield key: a deep learning process for the generation of public & private keys using hybrid architecture in blockchain
Autor: Joy, Tanvir Ahmed, a další
Vydáno: (2021)

Bang-lish sentiment classification using deep learning
Autor: Saleheen, Abrar, a další
Vydáno: (2023)

Non-clinical Covid19 diagnosis on CT-scan, Chest X-ray, and respiratory patterns using deep-learning and signal processing
Autor: Tasnim, Sadia, a další
Vydáno: (2023)

Sentiment analysis on Bangladesh airlines review data using machine learning
Autor: Hasib, Khan Md.
Vydáno: (2022)

An active-learning based training-schedule for biomedical image segmentation on deep neural networks
Autor: Hassan, Mehadi, a další
Vydáno: (2021)

A deep learning approach towards soft biometrics attributes prediction using CNN
Autor: Kibria, Maharab, a další
Vydáno: (2022)