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.

Sonraí bibleagrafaíochta
Príomhchruthaitheoirí:	Munaf, Arifuzzaman, Hoque, Ariful, Jawwad, Kazi Asif
Rannpháirtithe:	Alam, Md. Golam Rabiul
Formáid:	Tráchtas
Teanga:	English
Foilsithe / Cruthaithe:	Brac University 2021
Ábhair:	Cancer Distinguished Melanoma Ultraviolet Lesion Densenet
Rochtain ar líne:	http://hdl.handle.net/10361/15193

Míreanna comhchosúla

Skin lesion classification using different CNN models
de réir: Oli, Md. Yahea Sultan
Foilsithe / Cruthaithe: (2023)

Exploring the use of Ingenol Mebutate to prevent non-melanoma skin cancer: A review
de réir: Haque, Fariha
Foilsithe / Cruthaithe: (2023)

A review on Metastatic Melanoma combination therapy Ipilimumab-Nivolumab
de réir: Chakraborty, Anupama
Foilsithe / Cruthaithe: (2024)

A review on melanoma treatment by cold atmospheric plasma
de réir: Pranto, Alif Hasan
Foilsithe / Cruthaithe: (2023)

A review on combinatorial therapies in Melanoma
de réir: Ahmmed, Md. Kawsar
Foilsithe / Cruthaithe: (2024)

Potential of nanoparticles as a topical drug delivery system for skin cancer: a review
de réir: Islam, Karima
Foilsithe / Cruthaithe: (2022)

Integration of handcrafted and deep neural features for Melanoma classification
de réir: Rahman, Mohammad Saminoor, et al.
Foilsithe / Cruthaithe: (2022)

An efficient approach to detect melanoma skin cancer using a custom CNN model
de réir: Rahman, K.M Saidur, et al.
Foilsithe / Cruthaithe: (2023)

Detection of skin diseases using deep learning
de réir: Shodoy, Masuk Ur Rahman
Foilsithe / Cruthaithe: (2024)

A deep face-mask detection model using DenseNet169 and image processing techniques
de réir: Bhowmik, Durjoy, et al.
Foilsithe / Cruthaithe: (2022)

Skin cancer classification for seven types of skin lesions
de réir: Rahman, Md. Tawsifur, et al.
Foilsithe / Cruthaithe: (2024)

Enhancing Monkeypox diagnosis: a machine learning approach for skin lession classification
de réir: Nazmee, Namirah, et al.
Foilsithe / Cruthaithe: (2024)

The Pharmacological potential of lupeol and derivatives: A corroborative analysis
de réir: Sowa, Rodoshi Mahfuz
Foilsithe / Cruthaithe: (2023)

Elucidating the functional roles of bidirectionally transcribed genes in immunobiology of cancers
de réir: Ahmad, Sheikh Shafin
Foilsithe / Cruthaithe: (2021)

Clinical Examination and Differential Diagnosis of Skin Lesions
de réir: Lipsker
Foilsithe / Cruthaithe: (2013)

Melanoma Management

Melanoma Management

Surgery of Cerebellopontine Lesions
de réir: Samii
Foilsithe / Cruthaithe: (2013)

Male Genital Lesions
de réir: Rosenblatt
Foilsithe / Cruthaithe: (2013)

The uses of bacteria in cancer therapy
de réir: Saha, Shimul, et al.
Foilsithe / Cruthaithe: (2021)

Diabetic retinopathy detection and classification by using deep learning
de réir: Hossain, Shahriar, et al.
Foilsithe / Cruthaithe: (2022)

Handbook of Cutaneous Melanoma
de réir: Schadendorf
Foilsithe / Cruthaithe: (2013)

Dirac Spectra in Dense QCD
de réir: Kanazawa
Foilsithe / Cruthaithe: (2013)

Skin disease detection and classification using deep learning
de réir: Shuvon, Mehedi Hasan, et al.
Foilsithe / Cruthaithe: (2022)

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

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

Early detection of cervical cancer using deep neural networks
de réir: Akhund, Atoshi, et al.
Foilsithe / Cruthaithe: (2023)

Thoracic complication detection on chest X-rays using deep learning
de réir: Ratul, Rizwanul Hoque, et al.
Foilsithe / Cruthaithe: (2021)

Semantic segmentation with attention dense U-net for lung extraction from X-ray images
de réir: Auvy, Akib Al Mahmud, et al.
Foilsithe / Cruthaithe: (2023)

Melanoma Management | Future Medicine Ltd

Melanoma Management | Future Medicine Ltd

Gender classification in Bangla language using deep learning-based voice analysis
de réir: Hakim, Talukder Juhaer, et al.
Foilsithe / Cruthaithe: (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
de réir: Shahriar, Hasan, et al.
Foilsithe / Cruthaithe: (2022)

Multi-classification Network for Detecting Skin Diseases using Deep Learning and XAI
de réir: Athina, Fahima Hasan, et al.
Foilsithe / Cruthaithe: (2022)