Comparative analysis of neural network Models for peripheral blood cell image classification

Comparative analysis of neural network Models for peripheral blood cell image classification

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

Detalhes bibliográficos
Principais autores:	Mollah, Md Tanzid, Shahriar, Mahi, Fahim, Mohammad, Ahmed, Zehan, Sakib, Kaji Sadman
Outros Autores:	Hossain, Muhammad Iqbal
Formato:	Tese
Idioma:	English
Publicado em:	Brac University 2024
Assuntos:	Medicine Diagnosis Leukemia Efficient- Net Neural networks (Computer science)
Acesso em linha:	http://hdl.handle.net/10361/23458

Registros relacionados

Classification of peripheral blood cell images using deep learning
por: Aadi, Oyshik Ahmed, et al.
Publicado em: (2024)

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

Vision Transformer (ViT) approach in computer aided diagnosis of acute lymphoblastic leukemia
por: Amin, Sifatul, et al.
Publicado em: (2023)

Identification of childhood leukemia using deep learning
por: Tultul, Farana Naz
Publicado em: (2018)

Decipherable classification of glaucoma using deep neural network leveraging XAI
por: Chayan, Touhidul Islam, et al.
Publicado em: (2023)

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

Speech command classification based on deep neural networks
por: Hossain, Md. Sakib, et al.
Publicado em: (2023)

A review on bispecific antibody (blinatumomab) for the treatment of acute lymphoblastic leukemia
por: Choki, Kinley
Publicado em: (2024)

In-depth analysis of deep learning architectures for brain tumor classification in MRI scans
por: Haque, Hossain MD. Hasibul, et al.
Publicado em: (2024)

Brain tumor segmentation from MRI images using convolutional neural networks
por: Khan, Mushfiqur Rahman
Publicado em: (2024)

Detection of intracranial hemorrhage on CT scan images using convolutional neural network
por: Rahman, Afridi Ibn, et al.
Publicado em: (2022)

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

Stem cell in cancer disease cure vs cause
por: Chowdhury, Marisha Mansur
Publicado em: (2023)

A review on Bruton's Tyrosine Kinase inhibitors to outline the scopes of further advancements in the treatment of cancer
por: Khan, Muidul Hasan
Publicado em: (2024)

Early detection of cervical cancer using deep neural networks
por: Akhund, Atoshi, et al.
Publicado em: (2023)

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

Automatic waste classification using deep learning and computer vision techniques
por: Akash, MD., et al.
Publicado em: (2023)

Bone age comparison using convolutional neural network
por: Nawaz, Fariha, et al.
Publicado em: (2019)

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

Detection of acute Lymphocytic Leukemia (ALL) and its type by image processing and machine learning
por: Chowdhury, Himadri, et al.
Publicado em: (2019)

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

Evaluating the effectiveness of CNN-based models for diabetic retinopathy detection
por: Niaz, H.M, et al.
Publicado em: (2024)

Peripheralization
Publicado em: (2013)

Lung cancer detection and classification using machine learning
por: Arefin, Mahbubul, et al.
Publicado em: (2023)

Brain tumor detection with convolutional neural network
por: Galib, Abrar Tahmid, et al.
Publicado em: (2024)

A Comparative study on Bengali handwritten character recognition and prediction using CNN
por: Abrar, Muntaqa, et al.
Publicado em: (2021)

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

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

A comparative performance analysis among Hybrid NOMA Schemes for 5th Generation (5G) and beyond Wireless Communications
por: Bal, Anindya, et al.
Publicado em: (2021)

Glymphatic system: a pathway for managing endogenous metabolites in CNS
por: Tasneem, Sadia
Publicado em: (2021)

Peripheral Desires
por: Tobin

A comparative study of intelligent reflecting surface and relay in satellite communication
por: Khan, Mohammed Rabbul Hossain, et al.
Publicado em: (2021)

Supply chain management portal and its impact on supply chain performance in ministry of health and family welfare: an assessment
por: Roshni, Fatema Samdani
Publicado em: (2018)

Work-life balance and its impact on employees overall performance
por: Samin, Ahnaf Mosaddek
Publicado em: (2017)

Design of tandem solar cell to enhance the conversion efficiency using FDTD simulation
por: Patwary, Al-Amin, et al.
Publicado em: (2021)

Diabetic retinopathy detection and classification by using deep learning
por: Hossain, Shahriar, et al.
Publicado em: (2022)

Application of deep learning in MRI classification of Schizophrenia
por: Joyee, Ramisa Fariha, et al.
Publicado em: (2024)

Prediction of acute lymphoid leukemia using Privacy Preserving Neural Network
por: Khilji, Ishfaque Qamar, et al.
Publicado em: (2021)

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

Retinal Diseases Detection using Deep Learning
por: Mashfi, Shahriar, et al.
Publicado em: (2023)