Pneumonia Disease detection using the convolutional neural network

Pneumonia Disease detection using the convolutional neural network

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2023.

Manylion Llyfryddiaeth
Prif Awduron:	Ashrafee, Md. Iftid, Sourav, Koushik Barmon, Dolna, Mahazabin Khan, Haque, Samia
Awduron Eraill:	Rasel, Annajiat Alim
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	Brac University 2024
Pynciau:	Deep learning Pneumonia detection Image processing Convolutional Neural Network(CNN) Neural network Neural networks (Computer science)
Mynediad Ar-lein:	http://hdl.handle.net/10361/22716

Eitemau Tebyg

Design and evaluation of convolutional neural network for detection of Alzheimer’s disease using MRI data
gan: Mahbub, Riasat, et al.
Cyhoeddwyd: (2022)

Enhanced medical image analysis: leveraging CUDA for fast and accurate Pneumonia detection with optimized CNNs
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Cyhoeddwyd: (2024)

Tomato leaf disease detection using convolutional neural network
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Visual object recognition using deep convolutional neural network
gan: Ahmed, Sabbir
Cyhoeddwyd: (2017)

An efficient deep learning approach for brain tumor detection using 3D convolutional neural network
gan: Ali, Syed Muaz
Cyhoeddwyd: (2023)

Brain tumor detection with convolutional neural network
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Cyhoeddwyd: (2024)

Smoke detection using deep Convolutional neural network
gan: Niloy, Wahidul Hasan, et al.
Cyhoeddwyd: (2021)

Detection of handwritten text using convolutional neural network
gan: Jasim, Rabib Bin, et al.
Cyhoeddwyd: (2024)

Explainable Deepfake video detection using Convolutional Neural Network and CapsuleNet
gan: Ishrak, Gazi Hasin, et al.
Cyhoeddwyd: (2022)

Detection and classification of Mango Leaf diseases utilizing convolutional neural network models
gan: Ferdous, Md.Rubaiat, et al.
Cyhoeddwyd: (2024)

Deep learning based early Glaucoma detection
gan: Islam, Aabrar, et al.
Cyhoeddwyd: (2024)

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

Comparison of deep transfer learning models for cancer diagnosis
gan: Joya, Nadia Islam, et al.
Cyhoeddwyd: (2023)

Efficient image processing and machine learning approach for predicting retinal diseases
gan: Hasib, Mehadi Hasan, et al.
Cyhoeddwyd: (2021)

Crime scene prediction by detecting threatening objects using convolutional neural network
gan: Nakib, Mohammad, et al.
Cyhoeddwyd: (2017)

Detection of skin cancer using Convolutional neural network
gan: Ahsan, Abu Sa-adat Mohamed Moon-Im Al, et al.
Cyhoeddwyd: (2020)

Plant disease detection using convolutional neural network
gan: Hossain, Mohammad Shifat, et al.
Cyhoeddwyd: (2021)

A system to prevent social violence using convolutional neural network
gan: Akter, Sanzida, et al.
Cyhoeddwyd: (2023)

Detecting Deepfake images using deep convolutional neural network
gan: Dhar, Arpita, et al.
Cyhoeddwyd: (2022)

Autonomous fault diagnosis of commercially available PV modules using high-end deep learning frameworks
gan: Tasawar, Ihtyaz Kader, et al.
Cyhoeddwyd: (2021)

Leaf classification by feature extraction using CNN
gan: Bhuiyan, Md. Mazharul Islam, et al.
Cyhoeddwyd: (2020)

Exploring deep features: deeper fully convolutional neural network for image segmentation
gan: Kamran, Sharif Amit, et al.
Cyhoeddwyd: (2017)

Utilizing deep learning architectures for early detection of lung diseases in chest X-ray images
gan: Ahmed, Sarder Tanvir, et al.
Cyhoeddwyd: (2024)

Bangla license plate recognition using convolutional neural networks (CNN)
gan: Rahman, M M Shaifur
Cyhoeddwyd: (2018)

Semantic text extraction from CAPTCHA using Neural Networking
gan: Chowdhury, Iftekhar Kabir, et al.
Cyhoeddwyd: (2022)

Corn leaf disease detection using deep convolution neural network
gan: Rabbi, Rawhatur, et al.
Cyhoeddwyd: (2023)

End to end Bangla handwritten and scene text detection using convolutional neural network
gan: Mahal, Somania Nur, et al.
Cyhoeddwyd: (2018)

An efficient deep learning approach to detect skin Cancer
gan: Islam, Ashfaqul, et al.
Cyhoeddwyd: (2022)

Deep learning-based hybrid multi-task model for adrenocortical carcinoma segmentation and classification
gan: Datta, Nirjhor, et al.
Cyhoeddwyd: (2024)

A color vision approach considering weather conditions based on auto encoder techniques using deep neural networks
gan: Raj, Mohammad Mainuddin, et al.
Cyhoeddwyd: (2021)

PlantGuard: intelligent plant disease detection
gan: Khanom, Nazifa
Cyhoeddwyd: (2024)

Early detection of parkinson’s disease using image processing and artificial neural network
gan: Rumman, Mosarrat, et al.
Cyhoeddwyd: (2018)

Bangali Handwritten characters classification using Deep Convolutional Neural Network
gan: Sikder, Shihab Uddin, et al.
Cyhoeddwyd: (2022)

An efficient deep learning approach to detect neurodegenerative diseases using retinal images
gan: Irfanuddin, Chowdhury Mohammad, et al.
Cyhoeddwyd: (2023)

Plant leaf disease identification
gan: Hasan Mahin, Mohammad Rakibul, et al.
Cyhoeddwyd: (2024)

Early Schizophrenia Diagnosis with 3D Convolutional Neural Network
gan: Ashraf, S.M. Nabil, et al.
Cyhoeddwyd: (2021)

Incorporating deep features extracted from convolutional neural networks to utilize machine learning classifiers for improved identification of Maize Leaf Disease
gan: Khan, Shama, et al.
Cyhoeddwyd: (2024)

Classiﬁcation of damaged vegetation areas using convolutional neural network over satellite images
gan: Haque, Samiha, et al.
Cyhoeddwyd: (2021)

Traumatic meningeal enhancement detection by deep learning-based biomedical image analysis and handcrafted features extraction
gan: Uddin, Mohammad Sakib, et al.
Cyhoeddwyd: (2024)

Bone age comparison using convolutional neural network
gan: Nawaz, Fariha, et al.
Cyhoeddwyd: (2019)