Detection of skin diseases using deep learning

Detection of skin diseases using deep learning

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2023.

Manylion Llyfryddiaeth
Prif Awdur:	Shodoy, Masuk Ur Rahman
Awduron Eraill:	Chakrabarty, Amitabha
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	2024
Pynciau:	CNNs Xception Psoriasis Melanoma Inception V3 Skin disease Skin > Diseases Data mining
Mynediad Ar-lein:	http://hdl.handle.net/10361/23601

Eitemau Tebyg

Biologics and Biosimilars as Treatment Options for Psoriasis
gan: Moya, Amena Khatun
Cyhoeddwyd: (2023)

To control site-specific skin gene expression, autocrine mimics paracrine canonical Wnt signaling and Is activated ectopically in skin disease
gan: Kim, Dongwon, et al.
Cyhoeddwyd: (2016)

Antimicrobial peptides in skin diseases
gan: Pinkey, Monika Tabassum
Cyhoeddwyd: (2022)

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

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

Manual of skin surgery : a practical guide to dermatologic procedures /
gan: Leffell, David J.
Cyhoeddwyd: (1997)

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

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

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

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

Antimicrobial peptides in the treatment of dermatosis
gan: Hussain, Sumaya Binty
Cyhoeddwyd: (2024)

Plant disease diagnosis using deep transfer learning architectures- VGG19, MobileNetV2 and Inception-V3
gan: Kobra, Khadija-Tul, et al.
Cyhoeddwyd: (2022)

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

Herbal drugs used in to cure different types of skin disorders
gan: Rahman, Farhana
Cyhoeddwyd: (2024)

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

Computer vision based skin disease detection using machine learning
gan: Jayeb, Ahmad Wasiq, et al.
Cyhoeddwyd: (2023)

Comparative analysis between Inception-v3 and other learning systems using facial expressions detection
gan: Nivrito, AKM, et al.
Cyhoeddwyd: (2016)

A decision support system for symptom-based common diseases and image-based skin diseases detection
gan: Joy, Moinul Alam
Cyhoeddwyd: (2021)

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

An efficient deep learning approach for detecting Alzheimer’s disease using brain images
gan: Sani, Mehedi Hasan, et al.
Cyhoeddwyd: (2022)

CattleSavior: towards implementing an advanced external disease detection system through deep learning
gan: Das, Rantu, et al.
Cyhoeddwyd: (2024)

An efficient deep learning approach to detect retinal disease using optical coherence tomographic images
gan: Khan, Farhan Sakib, et al.
Cyhoeddwyd: (2022)

Detection of prodromal parkinson’s disease with fMRI data and deep neural network approaches
gan: Shahriar, Farhan, et al.
Cyhoeddwyd: (2021)

Critical retinal disease detection from optical coherence tomography images by deep convolutional neural network and explainable machine learning
gan: Datta, Pranab, et al.
Cyhoeddwyd: (2021)

Tomato leaf disease detection using convolutional neural network
gan: Hasan, Md. Riazul, et al.
Cyhoeddwyd: (2023)

Smoke detection using deep Convolutional neural network
gan: Niloy, Wahidul Hasan, et al.
Cyhoeddwyd: (2021)

Kidney Disease detection and classification from CT Images using Watershed Segmentation and Deep Learning.
gan: Hossain, Mohammad Sakib, et al.
Cyhoeddwyd: (2023)

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

Detection of skin cancer using Convolutional neural network
gan: Ahsan, Abu Sa-adat Mohamed Moon-Im Al, et al.
Cyhoeddwyd: (2020)

DenseNet based skin lesion classification and melanoma detection
gan: Munaf, Arifuzzaman, et al.
Cyhoeddwyd: (2021)

Potential phytochemicals and dietary components for the prevention and treatment of skin cancer: A review
gan: Muntaha, Habibatul
Cyhoeddwyd: (2023)

Retinal Diseases Detection using Deep Learning
gan: Mashfi, Shahriar, et al.
Cyhoeddwyd: (2023)

Explainable AI (XAI) driven skin cancer detection using transformer and CNN based architecture
gan: Radiah, Faiza, et al.
Cyhoeddwyd: (2024)

A comparative analysis of deep learning and hybrid models to diagnose multi-class skin cancer
gan: Nawrin, Ishrat Nur, et al.
Cyhoeddwyd: (2023)

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

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

FoodieCal: a convolutional neural network based food detection and calorie estimation system
gan: Mashraf, Chowdhury Zerif, et al.
Cyhoeddwyd: (2021)

An enhanced CNN model for classifying skin cancer
gan: Haider, Kazi MD Minhajul, et al.
Cyhoeddwyd: (2022)

An efficient deep learning approach to predict heart failure from image data using ejection fraction
gan: Tanvir, Nazmul Karim, et al.
Cyhoeddwyd: (2023)

Delivery of Denosumab via Hollow Microneedle
gan: Bushra, Fariha
Cyhoeddwyd: (2021)