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.

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς:	Munaf, Arifuzzaman, Hoque, Ariful, Jawwad, Kazi Asif
Άλλοι συγγραφείς:	Alam, Md. Golam Rabiul
Μορφή:	Thesis
Γλώσσα:	English
Έκδοση:	Brac University 2021
Θέματα:	Cancer Distinguished Melanoma Ultraviolet Lesion Densenet
Διαθέσιμο Online:	http://hdl.handle.net/10361/15193

Παρόμοια τεκμήρια

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

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

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

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

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

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

Integration of handcrafted and deep neural features for Melanoma classification
ανά: Rahman, Mohammad Saminoor, κ.ά.
Έκδοση: (2022)

An efficient approach to detect melanoma skin cancer using a custom CNN model
ανά: Rahman, K.M Saidur, κ.ά.
Έκδοση: (2023)

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

A deep face-mask detection model using DenseNet169 and image processing techniques
ανά: Bhowmik, Durjoy, κ.ά.
Έκδοση: (2022)

Skin cancer classification for seven types of skin lesions
ανά: Rahman, Md. Tawsifur, κ.ά.
Έκδοση: (2024)

Enhancing Monkeypox diagnosis: a machine learning approach for skin lession classification
ανά: Nazmee, Namirah, κ.ά.
Έκδοση: (2024)

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

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

Clinical Examination and Differential Diagnosis of Skin Lesions
ανά: Lipsker
Έκδοση: (2013)

Melanoma Management

Melanoma Management

Surgery of Cerebellopontine Lesions
ανά: Samii
Έκδοση: (2013)

Male Genital Lesions
ανά: Rosenblatt
Έκδοση: (2013)

The uses of bacteria in cancer therapy
ανά: Saha, Shimul, κ.ά.
Έκδοση: (2021)

Diabetic retinopathy detection and classification by using deep learning
ανά: Hossain, Shahriar, κ.ά.
Έκδοση: (2022)

Handbook of Cutaneous Melanoma
ανά: Schadendorf
Έκδοση: (2013)

Dirac Spectra in Dense QCD
ανά: Kanazawa
Έκδοση: (2013)

Skin disease detection and classification using deep learning
ανά: Shuvon, Mehedi Hasan, κ.ά.
Έκδοση: (2022)

Towards devising an effective and reliable means of fish detection and classification through the exploration of various deep learning algorithms
ανά: Farhan, Rafid, κ.ά.
Έκδοση: (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
ανά: Hassan, Ibne, κ.ά.
Έκδοση: (2023)

MalFam: a comprehensive study on malware families with state-of-the-art CNN architectures with classifications and XAI
ανά: Haque, Abid Hossain, κ.ά.
Έκδοση: (2024)

Early detection of cervical cancer using deep neural networks
ανά: Akhund, Atoshi, κ.ά.
Έκδοση: (2023)

Thoracic complication detection on chest X-rays using deep learning
ανά: Ratul, Rizwanul Hoque, κ.ά.
Έκδοση: (2021)

Semantic segmentation with attention dense U-net for lung extraction from X-ray images
ανά: Auvy, Akib Al Mahmud, κ.ά.
Έκδοση: (2023)

Melanoma Management | Future Medicine Ltd

Melanoma Management | Future Medicine Ltd

Gender classification in Bangla language using deep learning-based voice analysis
ανά: Hakim, Talukder Juhaer, κ.ά.
Έκδοση: (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
ανά: Shahriar, Hasan, κ.ά.
Έκδοση: (2022)

Multi-classification Network for Detecting Skin Diseases using Deep Learning and XAI
ανά: Athina, Fahima Hasan, κ.ά.
Έκδοση: (2022)