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.

Manylion Llyfryddiaeth
Prif Awduron:	Munaf, Arifuzzaman, Hoque, Ariful, Jawwad, Kazi Asif
Awduron Eraill:	Alam, Md. Golam Rabiul
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	Brac University 2021
Pynciau:	Cancer Distinguished Melanoma Ultraviolet Lesion Densenet
Mynediad Ar-lein:	http://hdl.handle.net/10361/15193

Eitemau Tebyg

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

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

A review on Metastatic Melanoma combination therapy Ipilimumab-Nivolumab
gan: Chakraborty, Anupama
Cyhoeddwyd: (2024)

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

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

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

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

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

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

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

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

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

The Pharmacological potential of lupeol and derivatives: A corroborative analysis
gan: Sowa, Rodoshi Mahfuz
Cyhoeddwyd: (2023)

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

Clinical Examination and Differential Diagnosis of Skin Lesions
gan: Lipsker
Cyhoeddwyd: (2013)

Melanoma Management

Melanoma Management

Surgery of Cerebellopontine Lesions
gan: Samii
Cyhoeddwyd: (2013)

Male Genital Lesions
gan: Rosenblatt
Cyhoeddwyd: (2013)

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

Diabetic retinopathy detection and classification by using deep learning
gan: Hossain, Shahriar, et al.
Cyhoeddwyd: (2022)

Handbook of Cutaneous Melanoma
gan: Schadendorf
Cyhoeddwyd: (2013)

Dirac Spectra in Dense QCD
gan: Kanazawa
Cyhoeddwyd: (2013)

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

Towards devising an effective and reliable means of fish detection and classification through the exploration of various deep learning algorithms
gan: Farhan, Rafid, et al.
Cyhoeddwyd: (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
gan: Hassan, Ibne, et al.
Cyhoeddwyd: (2023)

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

Early detection of cervical cancer using deep neural networks
gan: Akhund, Atoshi, et al.
Cyhoeddwyd: (2023)

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

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

Melanoma Management | Future Medicine Ltd

Melanoma Management | Future Medicine Ltd

Gender classification in Bangla language using deep learning-based voice analysis
gan: Hakim, Talukder Juhaer, et al.
Cyhoeddwyd: (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
gan: Shahriar, Hasan, et al.
Cyhoeddwyd: (2022)

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