An efficient deep learning approach to classify white blood cells

An efficient deep learning approach to classify white blood cells

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

書目詳細資料
Main Authors:	Turja, Afif Ibna Kadir Khan, Habib, Ahsan, Ehsani, Kefaiat Lamia, Shabab, Zahin, Tamanna, Anika Nower
其他作者:	Zaman, Shakila
格式:	Thesis
語言:	English
出版:	Brac University 2024
主題:	Deep learning Machine learning Convolutional neural network Data mining Machine learning > Industrial applications Neural networks (Computer science)
在線閱讀:	http://hdl.handle.net/10361/22818

相似書籍

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

An analysis of word sense disambiguation in Bangla and English using supervised learning and a deep neural network classifier
由: Pasha, Maroof Ur Rahman
出版: (2016)

A machine learning approach to detect DeepFake videos
由: Hassan, Md. Mahedi, et al.
出版: (2021)

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

Learning a deep neural network for predicting phishing website
由: Das, Robat, et al.
出版: (2019)

Crop prediction based on geographical and climatic data using machine learning and deep learning
由: Alif, Al Amin, et al.
出版: (2019)

A decentralized learning-based approach to classify colorectal cancer using Deep Learning Leveraging XAI
由: Mubin, Kazi Ehsanul, et al.
出版: (2022)

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

Classification of retinal diseases from OCT images using deep learning models
由: Mokarrom, Md Saif, et al.
出版: (2024)

Using deep learning algorithms to detect violent activities
由: Ammar, S.M. Rojin, et al.
出版: (2019)

A conventional & deep learning strategy for analyzing & detecting Bengali fake news in online medium
由: Ahmed, Istiak, et al.
出版: (2023)

Automated detection of Malignant Lesions in the ovary using deep learning models and XAI
由: Ifty, Md. Hasin Sarwar, et al.
出版: (2024)

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

Silent voice: harnessing deep learning for lip-reading in Bangla
由: Shaheen, Munia, et al.
出版: (2024)

Human Activity Recognition using wearable body sensor by machine learning approach
由: Promi, Sadia Tangim, et al.
出版: (2020)

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

Leveraging sequential deep learning models for detecting multitude of human action categories
由: Pranta, Kazi Al Refat, et al.
出版: (2024)

A deep learning approach for prediction of ADHD using brain structure
由: Siam, Shafin Ahad, et al.
出版: (2024)

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

Visual object classification from fMRI data
由: Newaz, Syed Mishar, et al.
出版: (2022)

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

Anti-aliasing for real-time applications in 3D using deep convolutional neural network
由: Siam, F. M. Jamius, et al.
出版: (2021)

Bang-lish sentiment classification using deep learning
由: Saleheen, Abrar, et al.
出版: (2023)

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

Analysis of transformer and CNN based approaches for classifying renal abnormality from image data
由: Reza, S. M. Mushfiq, et al.
出版: (2024)

Towards solving perception based autonomous driving assistant system
由: Hossain, Md. Arafat, et al.
出版: (2022)

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

Demystifying second hand car market in Bangladesh using multimodal machine learning techniques
由: Islam, Roman, et al.
出版: (2024)

ProteoKnight: phage virion protein classification with CNN and uncertainty quantification
由: Bhuiyan, Abir Ahammed, et al.
出版: (2024)

Homomorphic encryption on deep learning in accurate prediction of brain tumour
由: Sarwar, Arafat, et al.
出版: (2023)

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

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

A novel lightweight CNN approach for Bangladeshi sign language gesture recognition
由: Rahman, Aryan, et al.
出版: (2023)

Visual object recognition using deep convolutional neural network
由: Ahmed, Sabbir
出版: (2017)

Crowd source based traffic analysis using machine learning algorithm
由: Orthy, Marzia Khan, et al.
出版: (2018)

Comparative study of X-ray and CT scan images for the detection of COVID-19 using deep learning
由: Niloy, Ahashan Habib, et al.
出版: (2021)

An efficient deep learning approach to detect skin cancer using image data
由: Chowdhury, Yaser Al Rahman, et al.
出版: (2023)

Enhancing multiclass brain tumor classification using deep learning: leveraging superior imaging representations to improve inferior modality performance
由: Hossain, Shah Md. Shakhawath, et al.
出版: (2024)

Leveraging deep learning algorithms for the timely detection of diseases in bean leaves
由: Fiona, Driciru, et al.
出版: (2024)

Prostate cancer detection using deep learning neural network with transfer learning approach
由: Badhon, Ariful Islam Mahmud, et al.
出版: (2022)