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

Bibliografiska uppgifter
Huvudupphovsmän:	Haider, Kazi MD Minhajul, Dhar, Mondira, Akter, Fahima, Islam, Sadia, Shariar, Syed Ragib
Övriga upphovsmän:	Hossain, Muhammad Iqbal
Materialtyp:	Lärdomsprov
Språk:	English
Publicerad:	Brac University 2022
Ämnen:	Skin cancer CNN Deep learning Medical imaging Accuracy Neural networks (Computer science)
Länkar:	http://hdl.handle.net/10361/17131

Liknande verk

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

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

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

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

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

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

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

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

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

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

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

Antimicrobial peptides in skin diseases
av: Pinkey, Monika Tabassum
Publicerad: (2022)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Statistics and informatics in molecular cancer research

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

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

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

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

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

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

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

Epigenetic therapy in cancer
av: Abid, Md. Shadman Ridwan
Publicerad: (2021)

Cancer risk factors: a critical review
av: Tabassum, Tahsina
Publicerad: (2017)

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