DenseNet based skin lesion classification and melanoma detection

DenseNet based skin lesion classification and melanoma detection

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2021.

Bibliografische gegevens
Hoofdauteurs:	Munaf, Arifuzzaman, Hoque, Ariful, Jawwad, Kazi Asif
Andere auteurs:	Alam, Md. Golam Rabiul
Formaat:	Thesis
Taal:	English
Gepubliceerd in:	Brac University 2021
Onderwerpen:	Cancer Distinguished Melanoma Ultraviolet Lesion Densenet
Online toegang:	http://hdl.handle.net/10361/15193

Gelijkaardige items

Skin lesion classification using different CNN models
door: Oli, Md. Yahea Sultan
Gepubliceerd in: (2023)

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

A review on Metastatic Melanoma combination therapy Ipilimumab-Nivolumab
door: Chakraborty, Anupama
Gepubliceerd in: (2024)

A review on melanoma treatment by cold atmospheric plasma
door: Pranto, Alif Hasan
Gepubliceerd in: (2023)

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

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

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

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

Detection of skin diseases using deep learning
door: Shodoy, Masuk Ur Rahman
Gepubliceerd in: (2024)

A deep face-mask detection model using DenseNet169 and image processing techniques
door: Bhowmik, Durjoy, et al.
Gepubliceerd in: (2022)

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

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

The Pharmacological potential of lupeol and derivatives: A corroborative analysis
door: Sowa, Rodoshi Mahfuz
Gepubliceerd in: (2023)

Elucidating the functional roles of bidirectionally transcribed genes in immunobiology of cancers
door: Ahmad, Sheikh Shafin
Gepubliceerd in: (2021)

Clinical Examination and Differential Diagnosis of Skin Lesions
door: Lipsker
Gepubliceerd in: (2013)

Melanoma Management

Melanoma Management

Surgery of Cerebellopontine Lesions
door: Samii
Gepubliceerd in: (2013)

Male Genital Lesions
door: Rosenblatt
Gepubliceerd in: (2013)

The uses of bacteria in cancer therapy
door: Saha, Shimul, et al.
Gepubliceerd in: (2021)

Diabetic retinopathy detection and classification by using deep learning
door: Hossain, Shahriar, et al.
Gepubliceerd in: (2022)

Handbook of Cutaneous Melanoma
door: Schadendorf
Gepubliceerd in: (2013)

Dirac Spectra in Dense QCD
door: Kanazawa
Gepubliceerd in: (2013)

Skin disease detection and classification using deep learning
door: Shuvon, Mehedi Hasan, et al.
Gepubliceerd in: (2022)

Towards devising an effective and reliable means of fish detection and classification through the exploration of various deep learning algorithms
door: Farhan, Rafid, et al.
Gepubliceerd in: (2024)

Pigment Cell & Melanoma Research

Pigment Cell & Melanoma Research

Communications Networking in Dense Electromagnetic Environments

Categorization of human monkey-pox from skin lesion images based on transformer and ensemble learning using GRADCAM
door: Hassan, Ibne, et al.
Gepubliceerd in: (2023)

MalFam: a comprehensive study on malware families with state-of-the-art CNN architectures with classifications and XAI
door: Haque, Abid Hossain, et al.
Gepubliceerd in: (2024)

Early detection of cervical cancer using deep neural networks
door: Akhund, Atoshi, et al.
Gepubliceerd in: (2023)

Thoracic complication detection on chest X-rays using deep learning
door: Ratul, Rizwanul Hoque, et al.
Gepubliceerd in: (2021)

Semantic segmentation with attention dense U-net for lung extraction from X-ray images
door: Auvy, Akib Al Mahmud, et al.
Gepubliceerd in: (2023)

Melanoma Management | Future Medicine Ltd

Melanoma Management | Future Medicine Ltd

Gender classification in Bangla language using deep learning-based voice analysis
door: Hakim, Talukder Juhaer, et al.
Gepubliceerd in: (2024)

Skin Pharmacology and Applied Skin Physiology

Skin Pharmacology and Applied Skin Physiology

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

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