Detection of intracranial hemorrhage on CT scan images using convolutional neural network

Detection of intracranial hemorrhage on CT scan images using 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, 2021.

Manylion Llyfryddiaeth
Prif Awduron:	Rahman, Afridi Ibn, Bhuiyan, Subhi, Reza, Ziad Hasan, Zaheen, Jasarat, Khan, Tasin Al Nahian
Awduron Eraill:	Parvez, Mohammad Zavid
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	Brac University 2022
Pynciau:	Deep learning Convolutional neural network CT Scan Images Intracranial hemorrhage Efficient NetB6 DenseNet121 ResNet50 InceptionResNetV2 InceptionV3 VGG16 Artificial neural networks Machine learning.
Mynediad Ar-lein:	http://hdl.handle.net/10361/15890

Eitemau Tebyg

An efficient deep learning approach to detect retinal disease using optical coherence tomographic images
gan: Khan, Farhan Sakib, et al.
Cyhoeddwyd: (2022)

Citrus leaf disease detection by image processing
gan: Chowdhury, Mahir Faisal, et al.
Cyhoeddwyd: (2024)

Multi-classification Network for Detecting Skin Diseases using Deep Learning and XAI
gan: Athina, Fahima Hasan, et al.
Cyhoeddwyd: (2022)

Covid-19 infected lung detection using machine learning
gan: Islam, Md. Muntaha, et al.
Cyhoeddwyd: (2022)

FoodieCal: a convolutional neural network based food detection and calorie estimation system
gan: Mashraf, Chowdhury Zerif, et al.
Cyhoeddwyd: (2021)

Alzheimer’s Disease detection and classification using transfer learning techniques and ensembling operations on convolutional neural networks
gan: Awwal, Alvina, et al.
Cyhoeddwyd: (2021)

Detection of prodromal parkinson’s disease with fMRI data and deep neural network approaches
gan: Shahriar, Farhan, et al.
Cyhoeddwyd: (2021)

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

A deep learning approach for pneumonia classiﬁcation from chest X-Ray images with ensemble modelling and explainable AI
gan: Akhter, Nasrin
Cyhoeddwyd: (2023)

Tomato leaf disease detection using convolutional neural network
gan: Hasan, Md. Riazul, et al.
Cyhoeddwyd: (2023)

Prediction of glaucoma from fundus images leveraging transfer learning in deep neural network
gan: Ismail, Sayem Mohammad, et al.
Cyhoeddwyd: (2021)

Analyzing students’ concentration in online courses through Webcam
gan: Asif, Md., et al.
Cyhoeddwyd: (2024)

Approaching transfer learning to identify correctly worn facial masks
gan: Sadid, Tausif, et al.
Cyhoeddwyd: (2021)

MalFam: a comprehensive study on malware families with state-of-the-art CNN architectures with classifications and XAI
gan: Haque, Abid Hossain, et al.
Cyhoeddwyd: (2024)

Skin cancer classification for seven types of skin lesions
gan: Rahman, Md. Tawsifur, et al.
Cyhoeddwyd: (2024)

Deep neural network models for COVID-19 diagnosis from CT-Scan, explainability and analysis using trained models
gan: Islam, Tahsin, et al.
Cyhoeddwyd: (2021)

An Analysis on Bengali handwritten conjunct character recognition and prediction
gan: Munawar, Maazin, et al.
Cyhoeddwyd: (2021)

Identifying brain abnormalities using image processing and CNN models
gan: Talukder, Ismat Shehrin, et al.
Cyhoeddwyd: (2021)

An efficient face recognition model using multiple angular images and deep neural network architecture
gan: Subah, Silma, et al.
Cyhoeddwyd: (2024)

An Efficient deep learning approach to detect Brain Tumor using MRI images
gan: Islam, Annur Tasnim, et al.
Cyhoeddwyd: (2022)

Non-clinical Covid19 diagnosis on CT-scan, Chest X-ray, and respiratory patterns using deep-learning and signal processing
gan: Tasnim, Sadia, et al.
Cyhoeddwyd: (2023)

Obscure face recognition using deep neural networks
gan: Akash, MD Shahadat Hossain, et al.
Cyhoeddwyd: (2023)

Cassava leaf disease classification using deep learning and convolutional neural network ensemble
gan: Shahriar, Hasan, et al.
Cyhoeddwyd: (2022)

Unmasking malignancy of lung nodule using a modernized ConvNet toward the design of a vision transformer
gan: Reza, Jamil Ur, et al.
Cyhoeddwyd: (2023)

Myocardial infarction detection using ECG signal applying deep learning techniques - ConvNet, VGG16, InceptionV3 and MobileNet
gan: Promita, Samanta Tabassum, et al.
Cyhoeddwyd: (2022)

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

Kidney Disease detection and classification from CT Images using Watershed Segmentation and Deep Learning.
gan: Hossain, Mohammad Sakib, et al.
Cyhoeddwyd: (2023)

Skin disease detection and classification using deep learning
gan: Shuvon, Mehedi Hasan, et al.
Cyhoeddwyd: (2022)

Masked face identification using face recognition
gan: Hossen, Tareq, et al.
Cyhoeddwyd: (2024)

Diabetic retinopathy detection and classification by using deep learning
gan: Hossain, Shahriar, et al.
Cyhoeddwyd: (2022)

CancerCare: A reliable and secured self-supervising and interactive system using deep learning
gan: Khisa, Pushpakali, et al.
Cyhoeddwyd: (2024)

Brain tumor segmentation from MRI images using convolutional neural networks
gan: Khan, Mushfiqur Rahman
Cyhoeddwyd: (2024)

Violent activity detection through surveillance camera using deep learning
gan: Miah, Parvez, et al.
Cyhoeddwyd: (2023)

Classification of different magnetic structures from image data using deep neural networks
gan: Ibn Hasib, Fahad, et al.
Cyhoeddwyd: (2023)

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

Plant disease diagnosis using deep transfer learning architectures- VGG19, MobileNetV2 and Inception-V3
gan: Kobra, Khadija-Tul, et al.
Cyhoeddwyd: (2022)

Detection of coronary artery blockage at an early stage using effective deep learning technique
gan: Promit, Tahmid Ashrafee, et al.
Cyhoeddwyd: (2023)

A hybrid FL-enabled ensemble approach for lung disease diagnosis leveraging fusion of SWIN transformer and CNN
gan: Chowdhury, Asif Hasan, et al.
Cyhoeddwyd: (2023)

Intracranial hemorrhage detection using CNN-LSTM fusion model
gan: Ahmed, Kazi sabab, et al.
Cyhoeddwyd: (2022)

Explainable breast cancer detection from Histopathology images using transfer learning and XAI
gan: Farabi, Farhan, et al.
Cyhoeddwyd: (2023)