AIMC Journal:
Journal of medical systems

Showing 291 to 300 of 353 articles

Hypergraph Based Feature Selection Technique for Medical Diagnosis.

Journal of medical systems Sep 24, 2016
The impact of internet and information systems across various domains have resulted in substantial generation of multidimensional datasets. The use of data mining and knowledge discovery techniques to extract the original information contained in the...
Machine Learning Decision Support Systems, Clinical Data Mining Humans Artificial Intelligence
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Cognitive bio-radar: The natural evolution of bio-signals measurement.

Journal of medical systems Aug 30, 2016
In this article we discuss a novel approach to Bio-Radar, contactless measurement of bio-signals, called Cognitive Bio-Radar. This new approach implements the Bio-Radar in a Software Defined Radio (SDR) platform in order to obtain awareness of the en...
Signal Processing, Computer-Assisted Feasibility Studies Radar Respiratory Rate Artificial Intelligence Monitoring, Physiologic
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Medical Image Analysis by Cognitive Information Systems - a Review.

Journal of medical systems Aug 15, 2016
This publication presents a review of medical image analysis systems. The paradigms of cognitive information systems will be presented by examples of medical image analysis systems. The semantic processes present as it is applied to different types o...
Image Interpretation, Computer-Assisted Humans Semantics Artificial Intelligence Diagnostic Imaging
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Extracting Information from Electronic Medical Records to Identify the Obesity Status of a Patient Based on Comorbidities and Bodyweight Measures.

Journal of medical systems Jul 11, 2016
Obesity is a chronic disease with an increasing impact on the world's population. In this work, we present a method of identifying obesity automatically using text mining techniques and information related to body weight measures and obesity comorbid...
Artificial Intelligence Electronic Health Records Humans Support Vector Machine Obesity Natural Language Processing Comorbidity Overweight Bayes Theorem Data Mining
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Dense Annotation of Free-Text Critical Care Discharge Summaries from an Indian Hospital and Associated Performance of a Clinical NLP Annotator.

Journal of medical systems Jun 24, 2016
Electronic Health Record (EHR) use in India is generally poor, and structured clinical information is mostly lacking. This work is the first attempt aimed at evaluating unstructured text mining for extracting relevant clinical information from Indian...
Data Mining Humans Electronic Health Records Critical Care Diagnostic Techniques and Procedures India Natural Language Processing Sex Factors Socioeconomic Factors Patient Discharge Age Factors
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Lung Cancer Detection Using Fuzzy Auto-Seed Cluster Means Morphological Segmentation and SVM Classifier.

Journal of medical systems Jun 14, 2016
An effective fuzzy auto-seed cluster means morphological algorithm developed in this work to segment the lung nodules from the consecutive slices of Computer Tomography (CT) images to detect the lung cancer. The initial cluster values were chosen aut...
Humans Support Vector Machine Fuzzy Logic Tomography, X-Ray Computed Sensitivity and Specificity Image Processing, Computer-Assisted Lung Neoplasms
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Design and Construction of a Microcontroller-Based Ventilator Synchronized with Pulse Oximeter.

Journal of medical systems Jun 11, 2016
This study aims to introduce a novel device with which mechanical ventilator and pulse oximeter work in synchronization. Serial communication technique was used to enable communication between the pulse oximeter and the ventilator. The SpO2 value and...
Oximetry Fuzzy Logic Software Design Positive-Pressure Respiration Humans
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A Multilayer Perceptron Based Smart Pathological Brain Detection System by Fractional Fourier Entropy.

Journal of medical systems Jun 2, 2016
This work aims at developing a novel pathological brain detection system (PBDS) to assist neuroradiologists to interpret magnetic resonance (MR) brain images. We simplify this problem as recognizing pathological brains from healthy brains. First, 12 ...
Fourier Analysis Algorithms Image Processing, Computer-Assisted Bayes Theorem Brain Diseases Magnetic Resonance Imaging Humans Neural Networks, Computer
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Efficient Fine Arrhythmia Detection Based on DCG P-T Features.

Journal of medical systems May 27, 2016
Due to the high mortality associated with heart disease, there is an urgent demand for advanced detection of abnormal heart beats. The use of dynamic electrocardiogram (DCG) provides a useful indicator of heart condition from long-term monitoring tec...
Electrocardiography, Ambulatory Arrhythmias, Cardiac Humans Support Vector Machine Signal Processing, Computer-Assisted Algorithms
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An Imbalanced Learning based MDR-TB Early Warning System.

Journal of medical systems May 21, 2016
As a man-made disease, multidrug-resistant tuberculosis (MDR-TB) is mainly caused by improper treatment programs and poor patient supervision, most of which could be prevented. According to the daily treatment and inspection records of tuberculosis (...
Antitubercular Agents Tuberculosis, Multidrug-Resistant Algorithms Risk Assessment Tuberculosis Humans Machine Learning Assessment of Medication Adherence
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