Skin cancer detection and classification using multiple optimized deep convolutional neural network

Skin cancer detection and classification using multiple optimized deep convolutional neural network

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science, 2022.

Bibliografische gegevens
Hoofdauteurs:	Sakir, Adnan, Chowdhury, Mustakim Anwar, Rahman, Maksura, Mostafiz, K. M Shefat
Andere auteurs:	Rasel, Annajiat Alim
Formaat:	Thesis
Taal:	English
Gepubliceerd in:	Brac University 2023
Onderwerpen:	Transfer learning Convolution neural network Cancer detection Image classification Machine learning algorithms Deep learning Machine learning Neural networks (Computer science) Cognitive learning theory
Online toegang:	http://hdl.handle.net/10361/18699

Gelijkaardige items

An efficient deep learning approach to detect skin Cancer
door: Islam, Ashfaqul, et al.
Gepubliceerd in: (2022)

Corn leaf disease detection using deep convolution neural network
door: Rabbi, Rawhatur, et al.
Gepubliceerd in: (2023)

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

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

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

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

Bang-lish sentiment classification using deep learning
door: Saleheen, Abrar, et al.
Gepubliceerd in: (2023)

Detection of handwritten text using convolutional neural network
door: Jasim, Rabib Bin, et al.
Gepubliceerd in: (2024)

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

An efficient deep learning approach to classify white blood cells
door: Turja, Afif Ibna Kadir Khan, et al.
Gepubliceerd in: (2024)

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

Application of deep convolutional neural network in multiclass skin cancer classification using custom CNN architecture
door: Shafique, Nadia, et al.
Gepubliceerd in: (2023)

Learning a deep neural network for predicting phishing website
door: Das, Robat, et al.
Gepubliceerd in: (2019)

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

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

Visual object classification from fMRI data
door: Newaz, Syed Mishar, et al.
Gepubliceerd in: (2022)

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

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

Brain tumor detection with convolutional neural network
door: Galib, Abrar Tahmid, et al.
Gepubliceerd in: (2024)

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

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

A machine learning approach to detect DeepFake videos
door: Hassan, Md. Mahedi, et al.
Gepubliceerd in: (2021)

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

Classification of Bangladeshi soil texture using convolutional neural network
door: Raj, Hafiz Mohiuddin, et al.
Gepubliceerd in: (2023)

Visual object recognition using deep convolutional neural network
door: Ahmed, Sabbir
Gepubliceerd in: (2017)

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

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

Plant disease detection using convolutional neural network
door: Hossain, Mohammad Shifat, et al.
Gepubliceerd in: (2021)

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

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

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

Deep convolutional GAN-based data augmentation for medical image classification
door: Datta, Joy, et al.
Gepubliceerd in: (2022)

Deep learning based automated diagnosis of Ocular Toxoplasmosis in fundus images using convolutional neural network
door: Choudhury, Prionto Kumar, et al.
Gepubliceerd in: (2024)

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

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

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

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

Analysis of real-time hostile activitiy detection from spatiotemporal features using time distributed deep convolutional neural networks, recurrent neural networks and attention-based mechanisms
door: Siddique, Labib Ahmed, et al.
Gepubliceerd in: (2022)

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

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