AIMC Journal:
Journal of medical systems

Showing 241 to 250 of 352 articles

Computer-Aided Diagnosis of Anterior Segment Eye Abnormalities using Visible Wavelength Image Analysis Based Machine Learning.

Journal of medical systems Jun 2, 2018
Eye disease is a major health problem among the elderly people. Cataract and corneal arcus are the major abnormalities that exist in the anterior segment eye region of aged people. Hence, computer-aided diagnosis of anterior segment eye abnormalities...
Sensitivity and Specificity Diagnosis, Computer-Assisted Support Vector Machine Eye Abnormalities Humans Algorithms Aged
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Profiling Lung Cancer Patients Using Electronic Health Records.

Journal of medical systems May 31, 2018
If Electronic Health Records contain a large amount of information about the patient's condition and response to treatment, which can potentially revolutionize the clinical practice, such information is seldom considered due to the complexity of its ...
Reproducibility of Results Male Lung Neoplasms Humans Electronic Health Records Female Natural Language Processing Data Mining
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A System for Automated Determination of Perioperative Patient Acuity.

Journal of medical systems May 30, 2018
The widely used American Society of Anesthesiologists Physical Status (ASA PS) classification is subjective, requires manual clinician review to score, and has limited granularity. Our objective was to develop a system that automatically generates an...
Retrospective Studies Comorbidity Models, Theoretical Humans Anesthesiology Patient Acuity Supervised Machine Learning Automation
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Root Exploit Detection and Features Optimization: Mobile Device and Blockchain Based Medical Data Management.

Journal of medical systems May 4, 2018
The increasing demand for Android mobile devices and blockchain has motivated malware creators to develop mobile malware to compromise the blockchain. Although the blockchain is secure, attackers have managed to gain access into the blockchain as leg...
Algorithms Humans Machine Learning Smartphone Computer Security Telemedicine Health Information Systems
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Development of a Robust Algorithm for Detection of Nuclei and Classification of White Blood Cells in Peripheral Blood Smear Images.

Journal of medical systems May 2, 2018
Peripheral Blood Smear analysis plays a vital role in diagnosis of many diseases such as leukemia, anemia, malaria, lymphoma and infections. Unusual variations in color, shape and size of blood cells indicate abnormal condition. We used a total of 11...
Leukocytes Cell Nucleus Hematologic Tests Neural Networks, Computer Algorithms Image Processing, Computer-Assisted Humans
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Automated Detection of Obstructive Sleep Apnea Events from a Single-Lead Electrocardiogram Using a Convolutional Neural Network.

Journal of medical systems Apr 23, 2018
In this study, we propose a method for the automated detection of obstructive sleep apnea (OSA) from a single-lead electrocardiogram (ECG) using a convolutional neural network (CNN). A CNN model was designed with six optimized convolution layers incl...
Male Middle Aged Image Processing, Computer-Assisted Female Humans Electrooculography Aged Sleep Apnea, Obstructive Neural Networks, Computer Electrocardiography Adult Respiration Oxygen Snoring Electroencephalography
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Human Activity Recognition from Body Sensor Data using Deep Learning.

Journal of medical systems Apr 16, 2018
In recent years, human activity recognition from body sensor data or wearable sensor data has become a considerable research attention from academia and health industry. This research can be useful for various e-health applications such as monitoring...
Remote Sensing Technology Exercise Test Monitoring, Ambulatory Movement Machine Learning Algorithms Reproducibility of Results Humans Neural Networks, Computer
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Healthcare Text Classification System and its Performance Evaluation: A Source of Better Intelligence by Characterizing Healthcare Text.

Journal of medical systems Apr 13, 2018
A machine learning (ML)-based text classification system has several classifiers. The performance evaluation (PE) of the ML system is typically driven by the training data size and the partition protocols used. Such systems lead to low accuracy becau...
Humans Machine Learning Medical Records Systems, Computerized Reproducibility of Results Support Vector Machine Information Storage and Retrieval
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Accurate Diabetes Risk Stratification Using Machine Learning: Role of Missing Value and Outliers.

Journal of medical systems Apr 10, 2018
Diabetes mellitus is a group of metabolic diseases in which blood sugar levels are too high. About 8.8% of the world was diabetic in 2017. It is projected that this will reach nearly 10% by 2045. The major challenge is that when machine learning-base...
Blood Pressure Data Interpretation, Statistical Bayes Theorem Body Weights and Measures Age Distribution United States Sex Distribution Artificial Intelligence Diabetes Mellitus Machine Learning Indians, North American Decision Support Techniques Male Female Humans Middle Aged Reproducibility of Results Neural Networks, Computer Adult Blood Glucose
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Classification of Alzheimer's Disease Based on Eight-Layer Convolutional Neural Network with Leaky Rectified Linear Unit and Max Pooling.

Journal of medical systems Mar 26, 2018
Alzheimer's disease (AD) is a progressive brain disease. The goal of this study is to provide a new computer-vision based technique to detect it in an efficient way. The brain-imaging data of 98 AD patients and 98 healthy controls was collected using...
Sensitivity and Specificity Alzheimer Disease Female Male Aged Image Processing, Computer-Assisted Aged, 80 and over Humans Neural Networks, Computer Machine Learning
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