An enhanced CNN model for classifying skin cancer

An enhanced CNN model for classifying skin cancer

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

Detalles Bibliográficos
Autores principales:	Haider, Kazi MD Minhajul, Dhar, Mondira, Akter, Fahima, Islam, Sadia, Shariar, Syed Ragib
Otros Autores:	Hossain, Muhammad Iqbal
Formato:	Tesis
Lenguaje:	English
Publicado:	Brac University 2022
Materias:	Skin cancer CNN Deep learning Medical imaging Accuracy Neural networks (Computer science)
Acceso en línea:	http://hdl.handle.net/10361/17131

Ejemplares similares

An efficient approach to detect melanoma skin cancer using a custom CNN model
por: Rahman, K.M Saidur, et al.
Publicado: (2023)

Potential of nanoparticles as a topical drug delivery system for skin cancer: a review
por: Islam, Karima
Publicado: (2022)

Potential phytochemicals and dietary components for the prevention and treatment of skin cancer: A review
por: Muntaha, Habibatul
Publicado: (2023)

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

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

Computer vision based skin disease detection using machine learning
por: Jayeb, Ahmad Wasiq, et al.
Publicado: (2023)

Explainable AI (XAI) driven skin cancer detection using transformer and CNN based architecture
por: Radiah, Faiza, et al.
Publicado: (2024)

Exploring the use of Ingenol Mebutate to prevent non-melanoma skin cancer: A review
por: Haque, Fariha
Publicado: (2023)

A comparative analysis of deep learning and hybrid models to diagnose multi-class skin cancer
por: Nawrin, Ishrat Nur, et al.
Publicado: (2023)

To control site-specific skin gene expression, autocrine mimics paracrine canonical Wnt signaling and Is activated ectopically in skin disease
por: Kim, Dongwon, et al.
Publicado: (2016)

Enhancing Monkeypox diagnosis: a machine learning approach for skin lession classification
por: Nazmee, Namirah, et al.
Publicado: (2024)

Antimicrobial peptides in skin diseases
por: Pinkey, Monika Tabassum
Publicado: (2022)

Manual of skin surgery : a practical guide to dermatologic procedures /
por: Leffell, David J.
Publicado: (1997)

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

Detection of skin diseases using deep learning
por: Shodoy, Masuk Ur Rahman
Publicado: (2024)

A review on combinatorial therapies in Melanoma
por: Ahmmed, Md. Kawsar
Publicado: (2024)

Child Safe Browser Extension: A Browser Extension to Detect Adultery and Violent Content to Make Safer Web for Children
por: Alhossen, Md., et al.
Publicado: (2021)

Comparison of deep transfer learning models for cancer diagnosis
por: Joya, Nadia Islam, et al.
Publicado: (2023)

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

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

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

Cervical Cancer Detection from Cervix Image Using Pap smear Imaging through CNN
por: Bhuiyan, Mazedul Haque, et al.
Publicado: (2021)

Cancer detection using image processing techniques based on cell counting, cell area measurement and clump detection
por: Pavel, Monirul Islam, et al.
Publicado: (2018)

Cancer classification using deep learning from medical image data
por: Monir, Raiyan Janik, et al.
Publicado: (2022)

Early stage detection and classification of colon cancer using deep learning and explainable AI on histopathological images
por: Hossain, Mainul, et al.
Publicado: (2022)

Music genre classification with convolutional neural network
por: Chowdhury, Masud, et al.
Publicado: (2022)

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

A review on carbon nanotube: a new era in cancer diagnosis & therapy
por: Parvez, Safi
Publicado: (2023)

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

Statistics and informatics in molecular cancer research

Skin lesion classification using different CNN models
por: Oli, Md. Yahea Sultan
Publicado: (2023)

RetinalNet-500: a newly developed CNN model for eye disease detection
por: Toki, Sadikul Alim, et al.
Publicado: (2023)

Breast cancer prediction using different machine learning models
por: Khandker Al- Muhaimin, et al.
Publicado: (2020)

Herbal drugs used in to cure different types of skin disorders
por: Rahman, Farhana
Publicado: (2024)

Integration of handcrafted and deep neural features for Melanoma classification
por: Rahman, Mohammad Saminoor, et al.
Publicado: (2022)

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

Leaf classification by feature extraction using CNN
por: Bhuiyan, Md. Mazharul Islam, et al.
Publicado: (2020)

Epigenetic therapy in cancer
por: Abid, Md. Shadman Ridwan
Publicado: (2021)

Cancer risk factors: a critical review
por: Tabassum, Tahsina
Publicado: (2017)

A review on melanoma treatment by cold atmospheric plasma
por: Pranto, Alif Hasan
Publicado: (2023)