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Multiclass classification of obstructive sleep apnea/hypopnea based on a convolutional neural network from a single-lead electrocardiogram.
Physiological measurement
Jun 20, 2018
OBJECTIVE: In this paper, we propose a convolutional neural network (CNN)-based deep learning architecture for multiclass classification of obstructive sleep apnea and hypopnea (OSAH) using single-lead electrocardiogram (ECG) recordings. OSAH is the ...
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Robotic Head and Neck Surgery: History, Technical Evolution and the Future.
ORL; journal for oto-rhino-laryngology and its related specialties
Jun 20, 2018
The first application of robotic technology in surgery was described in 1985 when a robot was used to define the trajectory for a stereotactic brain biopsy. Following its successful application in a variety of surgical operations, the da Vinci® robot...
Sparse Multiview Task-Centralized Ensemble Learning for ASD Diagnosis Based on Age- and Sex-Related Functional Connectivity Patterns.
IEEE transactions on cybernetics
Jun 19, 2018
Autism spectrum disorder (ASD) is an age- and sex-related neurodevelopmental disorder that alters the brain's functional connectivity (FC). The changes caused by ASD are associated with different age- and sex-related patterns in neuroimaging data. Ho...
Robotic Immobilization of Motile Sperm for Clinical Intracytoplasmic Sperm Injection.
IEEE transactions on bio-medical engineering
Jun 19, 2018
OBJECTIVE: In clinical intracytoplasmic sperm injection (ICSI), a motile sperm must be immobilized before insertion into an oocyte. This paper aims to develop a robotic system for automated tracking, orientation control, and immobilization of motile ...
Robotics in Nursing: A Bibliometric Analysis.
Journal of nursing scholarship : an official publication of Sigma Theta Tau International Honor Society of Nursing
Jun 19, 2018
PURPOSE: The purpose of this study was to describe the current evidence found in the nursing literature about robotics used to assist or augment nursing care.
The utilisation of convolutional neural networks in detecting pulmonary nodules: a review.
The British journal of radiology
Jun 19, 2018
Lung cancer is one of the leading causes of cancer-related fatality in the world. Patients display few or even no signs or symptoms in the early stages, resulting in up to 75% of patients diagnosed in the later stages of the disease. Consequently, th...
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Application of an optimal class of antisymmetric wavelet filter banks for obstructive sleep apnea diagnosis using ECG signals.
Computers in biology and medicine
Jun 19, 2018
Obstructive sleep apnea (OSA) is a sleep disorder caused due to interruption of breathing resulting in insufficient oxygen to the human body and brain. If the OSA is detected and treated at an early stage the possibility of severe health impairment c...
Adaptive multinomial regression with overlapping groups for multi-class classification of lung cancer.
Computers in biology and medicine
Jun 19, 2018
Multi-class classification has attracted much attention in cancer diagnosis and treatment and many machine learning methods have emerged for addressing this issue recently. However, class imbalance and gene selection problems occur in classifying lun...
Mapping the transmission risk of Zika virus using machine learning models.
Acta tropica
Jun 19, 2018
Zika virus, which has been linked to severe congenital abnormalities, is exacerbating global public health problems with its rapid transnational expansion fueled by increased global travel and trade. Suitability mapping of the transmission risk of Zi...
Prediction task guided representation learning of medical codes in EHR.
Journal of biomedical informatics
Jun 19, 2018
There have been rapidly growing applications using machine learning models for predictive analytics in Electronic Health Records (EHR) to improve the quality of hospital services and the efficiency of healthcare resource utilization. A fundamental an...
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