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Results: 13
Comparison Analysis of GLCM and PCA on Parkinson's Disease Using Structural MRI
Parkinson disease (PD) is a neurological disorder where the dopaminergic neurons experience deterioration. It is caused from the death of the dopamine neurons present in the substantia nigra i.e., the mid part of the brain. The...
Published by: IGI Global
Study on Brain Tumor Classification Through MRI Images Using a Deep Convolutional Neural Network
Brain tumor (Glioma) is one of the deadliest diseases that attack humans, now even men or women aged 20-30 are suffering from this disease. To cure tumor in a person, doctors use MRI machine, because the results of MRI images...
Published by: IGI Global
A Text Mining Framework for Analyzing Change Impact and Maintenance Effort of Software Bug Reports
Software practitioners often strive to achieve a “bug-free” software, though, it is a myth. Software Bug Categorization (SBC) models, which assigns levels (viz. “low”, “moderate” or “high”) to a software bug aid effective bug...
Published by: IGI Global
Analyzing Evolution Patterns of Object-Oriented Metrics
Software evolution is mandatory to keep it useful and functional. However, the quality of the evolving software may degrade due to improper incorporation of changes. Quality can be monitored by analyzing the trends of software...
Published by: IGI Global
An Artificial Intelligence-Based Smart System for Early Glaucoma Recognition Using OCT Images
Glaucoma is a progressive and constant eye disease that leads to a deficiency of peripheral vision and, at last, leads to irrevocable loss of vision. Detection and identification of glaucoma are essential for earlier treatment...
Published by: IGI Global
An Artificial Intelligence-Based Smart System for Early Glaucoma Recognition Using OCT Images
Glaucoma is a progressive and constant eye disease that leads to a deficiency of peripheral vision and, at last, leads to irrevocable loss of vision. Detection and identification of glaucoma are essential for earlier treatment...
Published by: IGI Global
Performance Evaluation of Machine Learning Algorithms for Stock Price and Stock Index Movement Prediction Using Trend Deterministic Data Prediction
This experimental study addresses the problem of predicting the direction of stocks and the movement of stock price indices for three major stocks and stock indices. The proposed approach for processing input data involves the...
Published by: IGI Global
Integration of Multi-Class Service Paradigm With Generic Trust Mechanism for Innovation, Customization and Adaptability in MANETs
Trust-based mechanisms are widely used in wireless networks of different kinds for providing security against attack. Trust mechanism provides security from various attacks using both detective and preventive manner. This paper...
Published by: IGI Global
Towards Detecting Dementia via Deep Learning
Dementia is a brain disorder that causes loss of memory leading to disruption in the normal course of life of an individual. It is emerging as a global health problem in adults with age 65 years or above. Early diagnosis of...
Published by: IGI Global
Is information provided within chronic subdural haematoma education resources adequate? A scoping review.

Background

Chronic subdural haematoma (CSDH) is becoming increasingly prevalent, due to an aging population with increasing risk factors. Due to its variable disease course and high morbidity, patient centred care and...
Published by: PLOS ONE
Evaluation of Parameter Settings for Training Neural Networks Using Backpropagation Algorithms
Artificial neural networks (ANN) are widely used for classification, and the training algorithm commonly used is the backpropagation (BP) algorithm. The major bottleneck faced in the backpropagation neural network training is in...
Published by: IGI Global
Combating Drug Counterfeiting by Tracing Ownership Transfer Using Blockchain Technology
Supply chain management in healthcare sector plays significant role in the lives of people. Presence of intermediaries and lack of traceability has lured it towards drug counterfeiting, which reduces drug efficacy, thus...
Published by: IGI Global
Blockchain Application Design and Algorithms for Traceability in Pharmaceutical Supply Chain
Blockchain technology has garnered attention from stakeholders in many domains, including healthcare, governance and supply chain management. In the context of healthcare, traceability of pharmaceutical drugs in a transparent...
Published by: IGI Global