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.

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς:	Jayeb, Ahmad Wasiq, Hore, Alvin Rahul, Anjum, Ramisa, Sadeque, Sohana Sanjana, Auqib, Syed Tahsin
Άλλοι συγγραφείς:	Khondaker, Arnisha
Μορφή:	Thesis
Γλώσσα:	English
Έκδοση:	Brac University 2023
Θέματα:	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
Διαθέσιμο Online:	http://hdl.handle.net/10361/21845

Παρόμοια τεκμήρια

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Ejection fraction estimation using deep semantic segmentation neural network on 2D Echocardiography data
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Antimicrobial peptides in skin diseases
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Anomalous behavior detection using Spatio temporal Feature and 3D CNN model for Surveillance
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An enhanced CNN model for classifying skin cancer
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Pyramid pooling enhanced ResUNet for accurate 3D brain image segmentation
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Έκδοση: (2024)

Detection of skin cancer using Convolutional neural network
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Έκδοση: (2020)

Application of deep convolutional neural network in multiclass skin cancer classification using custom CNN architecture
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Έκδοση: (2023)

Urban pattern recognition from multi-spectral satellite images and flood prediction using machine learning models
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Manual of skin surgery : a practical guide to dermatologic procedures /
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Έκδοση: (1997)

Boundary layer theory.
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A comparative analysis of deep learning and hybrid models to diagnose multi-class skin cancer
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Detection of skin diseases using deep learning
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Potential of nanoparticles as a topical drug delivery system for skin cancer: a review
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An in depth analysis of neural network with application in finance
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A descriptive study on development of a transfer learning based fault detection model using 2D CNN for air compressors
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Antimicrobial peptides in the treatment of dermatosis
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Smart automated fruit freshness recognition system using image processing and deep learning
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A machine learning based approach for DDos attack detection
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Delivery of Denosumab via Hollow Microneedle
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Lossless segmentation of Brain Tumors from MRI images using 3D U-Net
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Potential phytochemicals and dietary components for the prevention and treatment of skin cancer: A review
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A deep learning approach towards soft biometrics attributes prediction using CNN
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Multi-layer security analysis and implementation of smartphone based ATM
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Έκδοση: (2017)

HPTLC, high performance thin-layer chromatography : Quantitative analysis of pharmaceutical formulations /
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Έκδοση: (1996)

A review on combinatorial therapies in Melanoma
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ত্বকের যত্ন ত্বকের অসুখ /
ανά: 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
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Έκδοση: (2022)

Effect of Fluctuating surface heat and mass flux on natural convection flow along a vertical flat plate
ανά: Hussain, Sharmina, κ.ά.
Έκδοση: (2016)

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

Explainable AI (XAI) driven skin cancer detection using transformer and CNN based architecture
ανά: Radiah, Faiza, κ.ά.
Έκδοση: (2024)

Biologics and Biosimilars as Treatment Options for Psoriasis
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Method development of oil solubility test of Aceclofenac
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Child Safe Browser Extension: A Browser Extension to Detect Adultery and Violent Content to Make Safer Web for Children
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Herbal drugs used in to cure different types of skin disorders
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Image processing based human detection and social distancing measurements with monitoring via fine tuned deep learning and computer vision
ανά: Datta, Anurag, κ.ά.
Έκδοση: (2022)