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06/15/2022
BIO-CXRNET: A Robust Multimodal Stacking Machine Learning Technique for Mortality Risk Prediction of COVID-19 Patients using Chest X-Ray Images and Clinical Data
Fast and accurate detection of the disease can significantly help in red...
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04/09/2022
Motion Artifacts Correction from Single-Channel EEG and fNIRS Signals using Novel Wavelet Packet Decomposition in Combination with Canonical Correlation Analysis
The electroencephalogram (EEG) and functional near-infrared spectroscopy...
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01/29/2022
Blind ECG Restoration by Operational Cycle-GANs
Continuous long-term monitoring of electrocardiography (ECG) signals is ...
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01/20/2022
RamanNet: A generalized neural network architecture for Raman Spectrum Analysis
Raman spectroscopy provides a vibrational profile of the molecules and t...
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11/12/2021
A Shallow U-Net Architecture for Reliably Predicting Blood Pressure (BP) from Photoplethysmogram (PPG) and Electrocardiogram (ECG) Signals
Cardiovascular diseases are the most common causes of death around the w...
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07/01/2021
Case study of Innovative Teaching Practices and their Impact for Electrical Engineering Courses during COVID-19 Pandemic
Due to the COVID-19 pandemic, there was an urgent need to move to online...
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06/27/2021
A Machine Learning Model for Early Detection of Diabetic Foot using Thermogram Images
Diabetes foot ulceration (DFU) and amputation are a cause of significant...
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06/01/2021
COV-ECGNET: COVID-19 detection using ECG trace images with deep convolutional neural network
The reliable and rapid identification of the COVID-19 has become crucial...
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03/14/2021
COVID-19 Infection Localization and Severity Grading from Chest X-ray Images
Coronavirus disease 2019 (COVID-19) has been the main agenda of the whol...
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03/10/2021
Multimodal EEG and Keystroke Dynamics Based Biometric System Using Machine Learning Algorithms
With the rapid advancement of technology, different biometric user authe...
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02/18/2021
A Novel Non-Invasive Estimation of Respiration Rate from Photoplethysmograph Signal Using Machine Learning Model
Respiratory ailments such as asthma, chronic obstructive pulmonary disea...
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02/16/2021
EDITH :ECG biometrics aided by Deep learning for reliable Individual auTHentication
In recent years, physiological signal based authentication has shown gre...
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02/15/2021
Detection and severity classification of COVID-19 in CT images using deep learning
Since the breakout of coronavirus disease (COVID-19), the computer-aided...
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12/29/2020
Robust R-Peak Detection in Low-Quality Holter ECGs using 1D Convolutional Neural Network
Noise and low quality of ECG signals acquired from Holter or wearable de...
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12/15/2020
Deep Learning Based Classification of Unsegmented Phonocardiogram Spectrograms Leveraging Transfer Learning
Cardiovascular diseases (CVDs) are the main cause of deaths all over the...
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07/29/2020
An early warning tool for predicting mortality risk of COVID-19 patients using machine learning
COVID-19 pandemic has created an extreme pressure on the global healthca...
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07/29/2020
Reliable Tuberculosis Detection using Chest X-ray with Deep Learning, Segmentation and Visualization
Tuberculosis (TB) is a chronic lung disease that occurs due to bacterial...
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06/27/2020
A Case Study to Identify the Hindrances to Widespread Adoption of Electric Vehicles in Qatar
The adoption of electric vehicles (EVs) have proven to be a crucial fact...
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05/23/2020
Coronavirus: Comparing COVID-19, SARS and MERS in the eyes of AI
Novel Coronavirus disease (COVID-19) is an extremely contagious and quic...
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05/07/2020
Estimating Blood Pressure from Photoplethysmogram Signal and Demographic Features using Machine Learning Techniques
Hypertension is a potentially unsafe health ailment, which can be indica...
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05/02/2020
An Intelligent and Low-cost Eye-tracking System for Motorized Wheelchair Control
In the 34 developed and 156 developing countries, there are about 132 mi...
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04/14/2020
Transfer Learning with Deep Convolutional Neural Network (CNN) for Pneumonia Detection using Chest X-ray
Pneumonia is a life-threatening disease, which occurs in the lungs cause...
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03/29/2020