Search Results - "Mahbub, Zaid B"
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Transfer Learning with Deep Convolutional Neural Network (CNN) for Pneumonia Detection Using Chest X-ray
Published in Applied sciences (01-05-2020)“…Pneumonia is a life-threatening disease, which occurs in the lungs caused by either bacterial or viral infection. It can be life-endangering if not acted upon…”
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2
Estimating Blood Pressure from the Photoplethysmogram Signal and Demographic Features Using Machine Learning Techniques
Published in Sensors (Basel, Switzerland) (01-06-2020)“…Hypertension is a potentially unsafe health ailment, which can be indicated directly from the blood pressure (BP). Hypertension always leads to other health…”
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3
Thermal Change Index-Based Diabetic Foot Thermogram Image Classification Using Machine Learning Techniques
Published in Sensors (Basel, Switzerland) (24-02-2022)“…Diabetes mellitus (DM) can lead to plantar ulcers, amputation and death. Plantar foot thermogram images acquired using an infrared camera have been shown to…”
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4
Presence of time‐dependent diffusion in the brachial plexus
Published in Magnetic resonance in medicine (01-02-2018)“…Purpose This work describes the development of a method to measure the variation of apparent diffusion coefficient (ADC) with diffusion time (Δ) in the…”
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Frequency Domain Analysis to Identify Neurological Disorders from Evoked EMG Responses
Published in Journal of biological physics (01-04-2007)“…Evoked EMG M-responses obtained from the thenar muscle in the palm by electrical stimulation of the median nerve demonstrate a well-established smooth bipolar…”
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Reliable Tuberculosis Detection using Chest X-ray with Deep Learning, Segmentation and Visualization
Published in IEEE access (01-01-2020)“…Tuberculosis (TB) is a chronic lung disease that occurs due to bacterial infection and is one of the top 10 leading causes of death. Accurate and early…”
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7
Machine learning-based classification of healthy and impaired gaits using 3D-GRF signals
Published in Biomedical signal processing and control (01-03-2023)“…•This study is conducted with a large benchmark database combining two datasets.•The trained models on this dataset will have better generalizability.•Large…”
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A Novel Non-Invasive Estimation of Respiration Rate from Photoplethysmograph Signal Using Machine Learning Model
Published 18-02-2021“…Respiratory ailments such as asthma, chronic obstructive pulmonary disease (COPD), pneumonia, and lung cancer are life-threatening. Respiration rate (RR) is a…”
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Transfer Learning with Deep Convolutional Neural Network (CNN) for Pneumonia Detection using Chest X-ray
Published 14-04-2020“…Appl. Sci. 2020, 10(9), 3233 Pneumonia is a life-threatening disease, which occurs in the lungs caused by either bacterial or viral infection. It can be…”
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10
Reliable Tuberculosis Detection using Chest X-ray with Deep Learning, Segmentation and Visualization
Published 29-07-2020“…IEEE Access 2020 Tuberculosis (TB) is a chronic lung disease that occurs due to bacterial infection and is one of the top 10 leading causes of death. Accurate…”
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11
Estimating Blood Pressure from Photoplethysmogram Signal and Demographic Features using Machine Learning Techniques
Published 07-05-2020“…Sensors 2020, 20(11), 3127 Hypertension is a potentially unsafe health ailment, which can be indicated directly from the Blood pressure (BP). Hypertension…”
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