Computer vision based skin disease detection using machine learning

Computer vision based skin disease detection using machine learning

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science, 2019.

Manylion Llyfryddiaeth
Prif Awduron:	Jayeb, Ahmad Wasiq, Hore, Alvin Rahul, Anjum, Ramisa, Sadeque, Sohana Sanjana, Auqib, Syed Tahsin
Awduron Eraill:	Khondaker, Arnisha
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	Brac University 2023
Pynciau:	Image processing Deep learning Machine learning Attention Unet R2Unet ResUnet Dense layer Keras layer Keras TensorFlow Validation Accuracy U-net CNN KNN Skin cancer SoftMax Skin disease Pattern recognition Optical data processing
Mynediad Ar-lein:	http://hdl.handle.net/10361/21845

Eitemau Tebyg

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

Automatic brain tumor segmentation using U-ResUNet chain model approach
gan: Alam, Mohd Tanjeem, et al.
Cyhoeddwyd: (2022)

Point of care detection of anemia in non-invasive manner by using image processing and convolutional neural network with mobile devices
gan: Rahman, Md. Nafis Nakib, et al.
Cyhoeddwyd: (2021)

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

Ejection fraction estimation using deep semantic segmentation neural network on 2D Echocardiography data
gan: Khan, Abde Musavvir, et al.
Cyhoeddwyd: (2021)

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

Anomalous behavior detection using Spatio temporal Feature and 3D CNN model for Surveillance
gan: Nahar, Jannatun, et al.
Cyhoeddwyd: (2022)

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

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)

Pyramid pooling enhanced ResUNet for accurate 3D brain image segmentation
gan: Mollah, Md. Shawon, 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)

Application of deep convolutional neural network in multiclass skin cancer classification using custom CNN architecture
gan: Shafique, Nadia, et al.
Cyhoeddwyd: (2023)

Urban pattern recognition from multi-spectral satellite images and flood prediction using machine learning models
gan: Tasnia, Rifah, et al.
Cyhoeddwyd: (2024)

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

Boundary layer theory.
gan: Schlichting, Hermann, 1907-
Cyhoeddwyd: (2001)

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

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

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

An in depth analysis of neural network with application in finance
gan: Tasnim, Noshin, et al.
Cyhoeddwyd: (2019)

A descriptive study on development of a transfer learning based fault detection model using 2D CNN for air compressors
gan: Hasan, Moenul, et al.
Cyhoeddwyd: (2021)

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

Smart automated fruit freshness recognition system using image processing and deep learning
gan: Shil, Prantha, et al.
Cyhoeddwyd: (2023)

A machine learning based approach for DDos attack detection
gan: Tahrim, Tasmiah, et al.
Cyhoeddwyd: (2024)

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

Lossless segmentation of Brain Tumors from MRI images using 3D U-Net
gan: Farha, Ramisa, et al.
Cyhoeddwyd: (2022)

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

A deep learning approach towards soft biometrics attributes prediction using CNN
gan: Kibria, Maharab, et al.
Cyhoeddwyd: (2022)

Multi-layer security analysis and implementation of smartphone based ATM
gan: Farid, Imran, et al.
Cyhoeddwyd: (2017)

HPTLC, high performance thin-layer chromatography : Quantitative analysis of pharmaceutical formulations /
gan: Sethi, P.D
Cyhoeddwyd: (1996)

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

ত্বকের যত্ন ত্বকের অসুখ /
gan: আশফাক, শজল

Implementation of machine learning to estimate the air pollutants such as Carbon dioxide, methane, nitrous oxide and total greenhouse gas emissions in Bangladesh
gan: Biswas, Sunanda, et al.
Cyhoeddwyd: (2022)

Effect of Fluctuating surface heat and mass flux on natural convection flow along a vertical flat plate
gan: Hussain, Sharmina, et al.
Cyhoeddwyd: (2016)

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

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

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

Method development of oil solubility test of Aceclofenac
gan: Ray, Joytee
Cyhoeddwyd: (2020)

Child Safe Browser Extension: A Browser Extension to Detect Adultery and Violent Content to Make Safer Web for Children
gan: Alhossen, Md., et al.
Cyhoeddwyd: (2021)

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

Image processing based human detection and social distancing measurements with monitoring via fine tuned deep learning and computer vision
gan: Datta, Anurag, et al.
Cyhoeddwyd: (2022)