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.

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς:	Rahman, Afridi Ibn, Bhuiyan, Subhi, Reza, Ziad Hasan, Zaheen, Jasarat, Khan, Tasin Al Nahian
Άλλοι συγγραφείς:	Parvez, Mohammad Zavid
Μορφή:	Thesis
Γλώσσα:	English
Έκδοση:	Brac University 2022
Θέματα:	Deep learning Convolutional neural network CT Scan Images Intracranial hemorrhage Efficient NetB6 DenseNet121 ResNet50 InceptionResNetV2 InceptionV3 VGG16 Artificial neural networks Machine learning.
Διαθέσιμο Online:	http://hdl.handle.net/10361/15890

Παρόμοια τεκμήρια

An efficient deep learning approach to detect retinal disease using optical coherence tomographic images
ανά: Khan, Farhan Sakib, κ.ά.
Έκδοση: (2022)

Citrus leaf disease detection by image processing
ανά: Chowdhury, Mahir Faisal, κ.ά.
Έκδοση: (2024)

Multi-classification Network for Detecting Skin Diseases using Deep Learning and XAI
ανά: Athina, Fahima Hasan, κ.ά.
Έκδοση: (2022)

Covid-19 infected lung detection using machine learning
ανά: Islam, Md. Muntaha, κ.ά.
Έκδοση: (2022)

FoodieCal: a convolutional neural network based food detection and calorie estimation system
ανά: Mashraf, Chowdhury Zerif, κ.ά.
Έκδοση: (2021)

Alzheimer’s Disease detection and classification using transfer learning techniques and ensembling operations on convolutional neural networks
ανά: Awwal, Alvina, κ.ά.
Έκδοση: (2021)

Detection of prodromal parkinson’s disease with fMRI data and deep neural network approaches
ανά: Shahriar, Farhan, κ.ά.
Έκδοση: (2021)

A comparative study of lung cancer prediction using deep learning
ανά: Mugdho, Aka Mohammad, κ.ά.
Έκδοση: (2023)

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

Tomato leaf disease detection using convolutional neural network
ανά: Hasan, Md. Riazul, κ.ά.
Έκδοση: (2023)

Prediction of glaucoma from fundus images leveraging transfer learning in deep neural network
ανά: Ismail, Sayem Mohammad, κ.ά.
Έκδοση: (2021)

Analyzing students’ concentration in online courses through Webcam
ανά: Asif, Md., κ.ά.
Έκδοση: (2024)

Approaching transfer learning to identify correctly worn facial masks
ανά: Sadid, Tausif, κ.ά.
Έκδοση: (2021)

MalFam: a comprehensive study on malware families with state-of-the-art CNN architectures with classifications and XAI
ανά: Haque, Abid Hossain, κ.ά.
Έκδοση: (2024)

Skin cancer classification for seven types of skin lesions
ανά: Rahman, Md. Tawsifur, κ.ά.
Έκδοση: (2024)

Deep neural network models for COVID-19 diagnosis from CT-Scan, explainability and analysis using trained models
ανά: Islam, Tahsin, κ.ά.
Έκδοση: (2021)

An Analysis on Bengali handwritten conjunct character recognition and prediction
ανά: Munawar, Maazin, κ.ά.
Έκδοση: (2021)

Identifying brain abnormalities using image processing and CNN models
ανά: Talukder, Ismat Shehrin, κ.ά.
Έκδοση: (2021)

An efficient face recognition model using multiple angular images and deep neural network architecture
ανά: Subah, Silma, κ.ά.
Έκδοση: (2024)

An Efficient deep learning approach to detect Brain Tumor using MRI images
ανά: Islam, Annur Tasnim, κ.ά.
Έκδοση: (2022)

Non-clinical Covid19 diagnosis on CT-scan, Chest X-ray, and respiratory patterns using deep-learning and signal processing
ανά: Tasnim, Sadia, κ.ά.
Έκδοση: (2023)

Obscure face recognition using deep neural networks
ανά: Akash, MD Shahadat Hossain, κ.ά.
Έκδοση: (2023)

Cassava leaf disease classification using deep learning and convolutional neural network ensemble
ανά: Shahriar, Hasan, κ.ά.
Έκδοση: (2022)

Unmasking malignancy of lung nodule using a modernized ConvNet toward the design of a vision transformer
ανά: Reza, Jamil Ur, κ.ά.
Έκδοση: (2023)

Myocardial infarction detection using ECG signal applying deep learning techniques - ConvNet, VGG16, InceptionV3 and MobileNet
ανά: Promita, Samanta Tabassum, κ.ά.
Έκδοση: (2022)

Bone age comparison using convolutional neural network
ανά: Nawaz, Fariha, κ.ά.
Έκδοση: (2019)

Kidney Disease detection and classification from CT Images using Watershed Segmentation and Deep Learning.
ανά: Hossain, Mohammad Sakib, κ.ά.
Έκδοση: (2023)

Skin disease detection and classification using deep learning
ανά: Shuvon, Mehedi Hasan, κ.ά.
Έκδοση: (2022)

Masked face identification using face recognition
ανά: Hossen, Tareq, κ.ά.
Έκδοση: (2024)

Diabetic retinopathy detection and classification by using deep learning
ανά: Hossain, Shahriar, κ.ά.
Έκδοση: (2022)

CancerCare: A reliable and secured self-supervising and interactive system using deep learning
ανά: Khisa, Pushpakali, κ.ά.
Έκδοση: (2024)

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

Violent activity detection through surveillance camera using deep learning
ανά: Miah, Parvez, κ.ά.
Έκδοση: (2023)

Classification of different magnetic structures from image data using deep neural networks
ανά: Ibn Hasib, Fahad, κ.ά.
Έκδοση: (2023)

Plant disease detection using convolutional neural network
ανά: Hossain, Mohammad Shifat, κ.ά.
Έκδοση: (2021)

Plant disease diagnosis using deep transfer learning architectures- VGG19, MobileNetV2 and Inception-V3
ανά: Kobra, Khadija-Tul, κ.ά.
Έκδοση: (2022)

Detection of coronary artery blockage at an early stage using effective deep learning technique
ανά: Promit, Tahmid Ashrafee, κ.ά.
Έκδοση: (2023)

A hybrid FL-enabled ensemble approach for lung disease diagnosis leveraging fusion of SWIN transformer and CNN
ανά: Chowdhury, Asif Hasan, κ.ά.
Έκδοση: (2023)

Intracranial hemorrhage detection using CNN-LSTM fusion model
ανά: Ahmed, Kazi sabab, κ.ά.
Έκδοση: (2022)

Explainable breast cancer detection from Histopathology images using transfer learning and XAI
ανά: Farabi, Farhan, κ.ά.
Έκδοση: (2023)