A decision support system for symptom-based common diseases and image-based skin diseases detection

A decision support system for symptom-based common diseases and image-based skin diseases detection

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2021.

Manylion Llyfryddiaeth
Prif Awdur:	Joy, Moinul Alam
Awduron Eraill:	Alam, Md. Golam Rabiul
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	Brac University 2021
Pynciau:	Disease prediction Support vector machine Skin disease MobileNet Collaborative ltering Android application Machine learning Application software > Development Mobile computing
Mynediad Ar-lein:	http://hdl.handle.net/10361/15629

Eitemau Tebyg

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Antimicrobial peptides in skin diseases
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Detection of skin diseases using deep learning
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Cyhoeddwyd: (2024)

Comparative analysis of machine learning models for the prediction of asthma disease among the cardiovascular disease patients
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Cyhoeddwyd: (2024)

Citrus leaf disease detection by image processing
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Cyhoeddwyd: (2024)

Developing a machine learning based prognostic model and a supporting web-based application for predicting the possibility of early diabetes and diabetic kidney disease
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Cyhoeddwyd: (2021)

Skin disease detection and classification using deep learning
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Cyhoeddwyd: (2022)

Computer vision based skin disease detection using machine learning
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Cyhoeddwyd: (2023)

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

Plant disease detection using convolutional neural network
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Cyhoeddwyd: (2021)

Exploring machine learning techniques for symptom-based detection of livestock diseases
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Cyhoeddwyd: (2024)

Multi-classification Network for Detecting Skin Diseases using Deep Learning and XAI
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Cyhoeddwyd: (2022)

Deep learning based automated diagnosis of Ocular Toxoplasmosis in fundus images using convolutional neural network
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Tomato leaf disease detection using Resnet-50 and MobileNet Architecture
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Cyhoeddwyd: (2021)

Effectiveness of data mining in predicting heart diseases
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Manual of skin surgery : a practical guide to dermatologic procedures /
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An implementation and analysis of deep learning models for the detection of wheat diseases
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Heart disease prediction using machine learning algorithms
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Development of mobile learning system based on android app
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Yield prediction for precision agriculture using extreme gradient boosting and support vector regression
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Heart disease prediction system
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Early detection of chronic kidney disease using machine learning
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Violent activity detection through surveillance camera using deep learning
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Cyhoeddwyd: (2023)

Cardiovascular disease prediction model using Machine Learning Algorithm
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Pattern recognition with Quantum Support Vector Machine(QSVM) on near term quantum processors.
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Comparison of machine learning techniques to predict cardiovascular disease
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An advanced healthcare android application with machine learning
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Machine learning approach for ECG analysis and predicting different heart diseases
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Explainable AI (XAI) driven skin cancer detection using transformer and CNN based architecture
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Smart security system based on frontal face detection method and android mobile
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Bone age comparison using convolutional neural network
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Detection of prodromal parkinson’s disease with fMRI data and deep neural network approaches
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Image processing based human detection and social distancing measurements with monitoring via fine tuned deep learning and computer vision
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A machine learning approach to detect depression and anxiety using supervised learning
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Plant disease diagnosis using deep transfer learning architectures- VGG19, MobileNetV2 and Inception-V3
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Cyhoeddwyd: (2022)

Deep learning-based real-time pothole detection for avoiding road accident
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Cyhoeddwyd: (2022)