Computer Science & Engineering: Recent submissions
Now showing items 261-280 of 2402
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Rule-base wearable embedded platform for seizure detection from real EEG data in ambulatory state
( Institute of Electrical and Electronics Engineers Inc. , 2014 , Conference Paper)This paper describes a classification method is presented using an empirical Rule-base System to detect the occurrences of Partial Seizures from Epilepsy data, which can be implemented in any embedded system as a wearable ... -
Retinal image enhancement using Laplacian pyramidal multi-scaling
( Institute of Electrical and Electronics Engineers Inc. , 2014 , Conference Paper)Early detection of retinal diseases is important to avoid complications and permanent vision loss. In this paper retinal neovascularization and molecular degeneration has been emphasized. Neovascularization is in form of ... -
Artificial intelligence-based classification of diabetic peripheral neuropathy from corneal confocal microscopy images
( American Diabetes Association Inc. , 2021 , Other)Diabetic peripheral neuropathy (DPN) is characterized by pain and sensory loss, affecting approximately 50% of patients. Early identification and risk factor management are key to limiting progression of DPN. In contrast ... -
Smart AMD prognosis through cellphone: an innovative localized AI-based prediction system for anti-VEGF treatment prognosis in nonagenarians and centenarians
( Springer Science and Business Media B.V. , 2022 , Article)Background and objective: Age-related macular degeneration (AMD) is one of the most common reasons for blindness in the world today. The most common treatment for wet AMD is the intravitreal injections for inhibiting ... -
Smartphone-based diabetic retinopathy severity classification using convolution neural networks
( Springer , 2021 , Conference Paper)With diabetes growing at an alarming rate, changes in the retina causes a condition called diabetic retinopathy which eventually leads to blindness. Early detection of diabetic retinopathy is the best way to provide good ... -
Autonomous vehicle sunshade using aluminum panels
( Springer Science and Business Media Deutschland GmbH , 2021 , Conference Paper)The heat build-up inside of a vehicle cabin due to the direct composure of thermal energy when parked outside during the day can be a huge dilemma, the intensity of the problem can be decreased by covering the windows of ... -
Design and evaluate low-cost wireless sensor network infrastructure to monitor the jetty docking area in rural areas
( Springer Science and Business Media Deutschland GmbH , 2021 , Conference Paper)Applications of wireless communication technologies are still on the rise since its introduction, known as the Internet of things. These applications often focus on monitoring applications and real-time services. Jetty ... -
Linear Classifier Approach to Detect Alpha Parietal Modulation for Brain Computer Interface
( Institute of Electrical and Electronics Engineers Inc. , 2022 , Conference Paper)Brain computer interaction (BCI) based on electroencephalographic (EEG) signal helps people who suffering from disability to carry out their daily life. However, the numerus number of researches have done in this field, ... -
A Review on PPG Compression Techniques and Implementations
( Institute of Electrical and Electronics Engineers Inc. , 2021 , Conference Paper)Photoplethysmography is a simple, widely used low cost technique to acquire important diagnostic information for assessing significant physiological parameters of the human body based on the amount of light reflected from ... -
Experimental analysis of gravity and buoyancy powered energy generation storage systems
( Springer Science and Business Media Deutschland GmbH , 2021 , Conference Paper)The concept of harnessing energy from buoyancy as well as the ability to have underwater energy storage is an area of research that, compared to other renewable energy generation techniques, is relatively unexplored. This ... -
Evaluation of Loss Functions for Segmentation of Corneal Nerves
( Institute of Electrical and Electronics Engineers Inc. , 2021 , Conference Paper)Corneal confocal microscopy (CCM) has been advocated as a non-invasive technique for objective diagnosis of very early neuropathy in patients by scanning the corneal subbasal nerve plexus. The obtained images provide a ... -
Computational methods for automated analysis of corneal nerve images: Lessons learned from retinal fundus image analysis
( Elsevier , 2020 , Article Review)Corneal and retinal imaging provide a descriptive view of the nerve and vessel structure present inside the human eye, in a non-invasive manner. This helps in ocular, or other, disease identification and diagnosis. However, ... -
IoT Based on-the-fly Visual Defect Detection in Railway Tracks
( Institute of Electrical and Electronics Engineers Inc. , 2020 , Conference Paper)Railway transportation requires constant inspections and immediate maintenance to ensure public safety. Traditional manual inspections are not only time consuming, and expensive, but the accuracy of defect detection is ... -
Predicting infarction growth rate II using ANFIS-based binary particle swarm optimization technique in ischemic stroke
( Elsevier , 2023 , Article)Ischemic stroke, a severe medical condition triggered by a blockage of blood flow to the brain, leads to cell death and serious health complications. One key challenge in this field is accurately predicting infarction ... -
Performance of artificial intelligence models in estimating blood glucose level among diabetic patients using non-invasive wearable device data
( Elsevier , 2023 , Article)Introduction: Diabetes Mellitus (DM) is characterized by impaired ability to metabolize glucose for use in cells for energy, resulting in high blood sugar (hyperglycemia). DM impacted 463 million individuals worldwide in ... -
iMIGS: An innovative AI based prediction system for selecting the best patient-specific glaucoma treatment
( Elsevier , 2023 , Article)The use of AI-based techniques in healthcare are becoming more and more common and more disease-specific. Glaucoma is a disorder in eye that causes damage to the optic nerve which can lead to permanent blindness. It is ... -
Dataset of usage pattern and energy analysis of an Internet of Things-enabled ceiling fan
( Elsevier , 2023 , Dataset)Many electrical appliances have progressed from sheer prototypes to viable products by being automated with the help of sensors and Internet of Things (IoT). In this data driven century, there aren't many data-centric ... -
Wearable AI Reveals the Impact of Intermittent Fasting on Stress Levels in School Children During Ramadan
( IOS Press BV , 2023 , Conference Paper)Intermittent fasting has been practiced for centuries across many cultures globally. Recently many studies have reported intermittent fasting for its lifestyle benefits, the major shift in eating habits and patterns is ... -
Estimating Blood Glucose Levels Using Machine Learning Models with Non-Invasive Wearable Device Data
( IOS Press BV , 2023 , Conference Paper)In 2019 alone, Diabetes Mellitus impacted 463 million individuals worldwide. Blood glucose levels (BGL) are often monitored via invasive techniques as part of routine protocols. Recently, AI-based approaches have shown the ... -
Detection and Collection of Waste Using a Partially Submerged Aquatic Robot
( Springer Science and Business Media Deutschland GmbH , 2023 , Conference Paper)With the amount of waste being dispersed into oceans on the rise, mitigating this issue has become a global concern. In the past few decades, governments, scientists, organizations, and individuals have been attempting to ...
