AIMC Journal:
IEEE journal of biomedical and health informatics

Showing 751 to 760 of 1118 articles

Homecare Robotic Systems for Healthcare 4.0: Visions and Enabling Technologies.

IEEE journal of biomedical and health informatics Apr 27, 2020
Powered by the technologies that have originated from manufacturing, the fourth revolution of healthcare technologies is happening (Healthcare 4.0). As an example of such revolution, new generation homecare robotic systems (HRS) based on the cyber-ph...
Delivery of Health Care Humans Robotic Surgical Procedures Cloud Computing Artificial Intelligence
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Natural Language Generation Model for Mammography Reports Simulation.

IEEE journal of biomedical and health informatics Apr 20, 2020
Extending the size of labeled corpora of medical reports is a major step towards a successful training of machine learning algorithms. Simulating new text reports is a key solution for reports augmentation, which extends the cohort size. However, tex...
Language Mammography Natural Language Processing Neural Networks, Computer Machine Learning Humans Algorithms
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Machine Learning Based Suicide Ideation Prediction for Military Personnel.

IEEE journal of biomedical and health informatics Apr 20, 2020
Military personnel have greater psychological stress and are at higher suicide attempt risk compared with the general population. High mental stress may cause suicide ideations which are crucially driving suicide attempts. However, traditional statis...
Male Middle Aged Surveys and Questionnaires Psychometrics Adolescent Stress, Psychological Female Young Adult Humans Adult Suicidal Ideation Machine Learning Military Personnel
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Multi-Task Joint Learning Model for Segmenting and Classifying Tongue Images Using a Deep Neural Network.

IEEE journal of biomedical and health informatics Apr 17, 2020
Automatic tongue image segmentation and tongue image classification are two crucial tongue characterization tasks in traditional Chinese medicine (TCM). Due to the complexity of tongue segmentation and fine-grained traits of tongue image classificati...
Humans Neural Networks, Computer Tongue
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Deep Multi-Scale Fusion Neural Network for Multi-Class Arrhythmia Detection.

IEEE journal of biomedical and health informatics Apr 13, 2020
Automated electrocardiogram (ECG) analysis for arrhythmia detection plays a critical role in early prevention and diagnosis of cardiovascular diseases. Extracting powerful features from raw ECG signals for fine-grained diseases classification is stil...
Heart Rate Algorithms Electrocardiography Arrhythmias, Cardiac Humans Neural Networks, Computer
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Automated Brain Metastases Detection Framework for T1-Weighted Contrast-Enhanced 3D MRI.

IEEE journal of biomedical and health informatics Mar 23, 2020
Brain Metastases (BM) complicate 20-40% of cancer cases. BM lesions can present as punctate (1 mm) foci, requiring high-precision Magnetic Resonance Imaging (MRI) in order to prevent inadequate or delayed BM treatment. However, BM lesion detection re...
Imaging, Three-Dimensional Magnetic Resonance Imaging Image Interpretation, Computer-Assisted Brain Neoplasms Deep Learning Humans Neural Networks, Computer Algorithms Brain Sensitivity and Specificity
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Non-Standardized Patch-Based ECG Lead Together With Deep Learning Based Algorithm for Automatic Screening of Atrial Fibrillation.

IEEE journal of biomedical and health informatics Mar 13, 2020
This study was to assess the feasibility of using non-standardized single-lead electrocardiogram (ECG) monitoring to automatically detect atrial fibrillation (AF) with special emphasis on the combination of deep learning based algorithm and modified ...
Signal Processing, Computer-Assisted Atrial Fibrillation Electrocardiography Equipment Design Aged, 80 and over Middle Aged Algorithms Humans Adult Diagnosis, Computer-Assisted Female Neural Networks, Computer Male Deep Learning Aged
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Anonymization Through Data Synthesis Using Generative Adversarial Networks (ADS-GAN).

IEEE journal of biomedical and health informatics Mar 12, 2020
The medical and machine learning communities are relying on the promise of artificial intelligence (AI) to transform medicine through enabling more accurate decisions and personalized treatment. However, progress is slow. Legal and ethical issues aro...
Humans Neural Networks, Computer Male Electronic Health Records Data Anonymization Female Information Dissemination
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Natural Language Processing for Mimicking Clinical Trial Recruitment in Critical Care: A Semi-Automated Simulation Based on the LeoPARDS Trial.

IEEE journal of biomedical and health informatics Mar 9, 2020
Clinical trials often fail to recruit an adequate number of appropriate patients. Identifying eligible trial participants is resource-intensive when relying on manual review of clinical notes, particularly in critical care settings where the time win...
Patient Selection Data Mining Critical Care Humans Clinical Trials as Topic Computer Simulation Electronic Health Records Adult Female Male Natural Language Processing
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A Residual Based Attention Model for EEG Based Sleep Staging.

IEEE journal of biomedical and health informatics Mar 3, 2020
Sleep staging is to score the sleep state of a subject into different sleep stages such as Wake and Rapid Eye Movement (REM). It plays an indispensable role in the diagnosis and treatment of sleep disorders. As manual sleep staging through well-train...
Female Aged Young Adult Humans Neural Networks, Computer Databases, Factual Signal Processing, Computer-Assisted Sleep Stages Middle Aged Adult Deep Learning Male Electroencephalography
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