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.

Dettagli Bibliografici
Autori principali:	Munaf, Arifuzzaman, Hoque, Ariful, Jawwad, Kazi Asif
Altri autori:	Alam, Md. Golam Rabiul
Natura:	Tesi
Lingua:	English
Pubblicazione:	Brac University 2021
Soggetti:	Cancer Distinguished Melanoma Ultraviolet Lesion Densenet
Accesso online:	http://hdl.handle.net/10361/15193

Documenti analoghi

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Clinical Examination and Differential Diagnosis of Skin Lesions
di: Lipsker
Pubblicazione: (2013)

Melanoma Management

Melanoma Management

Surgery of Cerebellopontine Lesions
di: Samii
Pubblicazione: (2013)

Male Genital Lesions
di: Rosenblatt
Pubblicazione: (2013)

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

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

Handbook of Cutaneous Melanoma
di: Schadendorf
Pubblicazione: (2013)

Dirac Spectra in Dense QCD
di: Kanazawa
Pubblicazione: (2013)

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

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

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

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

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

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

Melanoma Management | Future Medicine Ltd

Melanoma Management | Future Medicine Ltd

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

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