A comparative analysis of deep learning and hybrid models to diagnose multi-class skin cancer

A comparative analysis of deep learning and hybrid models to diagnose multi-class skin cancer

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

Bibliografiska uppgifter
Huvudupphovsmän:	Nawrin, Ishrat Nur, Trina, Tonusree Talukder
Övriga upphovsmän:	Rasel, Annajiat Alim
Materialtyp:	Lärdomsprov
Språk:	English
Publicerad:	Brac University 2023
Ämnen:	Hybrid models Lethal Skin cancer Deep learning Cognitive learning theory Cancer > Diagnosis Machine learning
Länkar:	http://hdl.handle.net/10361/22000

Liknande verk

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

An enhanced CNN model for classifying skin cancer
av: Haider, Kazi MD Minhajul, et al.
Publicerad: (2022)

Comparative analysis and machine learning predictions of cervical cancer incidence: a multi-national study
av: Faisal, Shah
Publicerad: (2024)

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

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

Hypothesizing precise cancer treatments based on patient survival using machine learning & deep learning
av: Sakib, Hasibul, et al.
Publicerad: (2024)

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

Early detection of breast cancer using machine learning
av: Fuad, Wasi Mohammad
Publicerad: (2019)

Machine learning as an indicator for breast cancer prediction
av: Shadman, Tahsin Mohammed, et al.
Publicerad: (2019)

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

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

Multi-classification Network for Detecting Skin Diseases using Deep Learning and XAI
av: Athina, Fahima Hasan, et al.
Publicerad: (2022)

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

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

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)

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

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

Point-of care diagnostic devices in cancer detection
av: Yasmin, Rizwana
Publicerad: (2022)

Diagnosis of cervical cancer using effective hybrid model in Bangladesh
av: Saad-Ul-Kabir, Syed, et al.
Publicerad: (2021)

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

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

Shield key: a deep learning process for the generation of public & private keys using hybrid architecture in blockchain
av: Joy, Tanvir Ahmed, et al.
Publicerad: (2021)

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

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

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

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

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

Recent advancement on breast cancer detection and treatment
av: Rahman, Sanjida
Publicerad: (2023)

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

Comparing effectiveness and safety of combination therapy for esophageal and gastro esophageal junction cancer: a comprehensive meta-analysis
av: Abir, Shifaty Nur
Publicerad: (2024)

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

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

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

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

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

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

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)

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