AIMC Topic: Humans
Showing 65951 to 65960 of 95995 articles
Dose evaluation of MRI-based synthetic CT generated using a machine learning method for prostate cancer radiotherapy.
Medical dosimetry : official journal of the American Association of Medical Dosimetrists
Feb 1, 2019
Magnetic resonance imaging (MRI)-only radiotherapy treatment planning is attractive since MRI provides superior soft tissue contrast over computed tomographies (CTs), without the ionizing radiation exposure. However, it requires the generation of a s...
Implicit Irregularity Detection Using Unsupervised Learning on Daily Behaviors.
IEEE journal of biomedical and health informatics
Feb 1, 2019
The irregularity detection of daily behaviors for the elderly is an important issue in homecare. Plenty of mechanisms have been developed to detect the health condition of the elderly based on the explicit irregularity of several biomedical parameter...
A contemporary review of machine learning in otolaryngology-head and neck surgery.
The Laryngoscope
Feb 1, 2019
One of the key challenges with big data is leveraging the complex network of information to yield useful clinical insights. The confluence of massive amounts of health data and a desire to make inferences and insights on these data has produced a sub...
3-D PersonVLAD: Learning Deep Global Representations for Video-Based Person Reidentification.
IEEE transactions on neural networks and learning systems
Feb 1, 2019
We present the global deep video representation learning to video-based person reidentification (re-ID) that aggregates local 3-D features across the entire video extent. Existing methods typically extract frame-wise deep features from 2-D convolutio...
Intracranial Vessel Wall Segmentation Using Convolutional Neural Networks.
IEEE transactions on bio-medical engineering
Feb 1, 2019
OBJECTIVE: To develop an automated vessel wall segmentation method using convolutional neural networks to facilitate the quantification on magnetic resonance (MR) vessel wall images of patients with intracranial atherosclerotic disease (ICAD).
Is Image Interpretation a Sustainable Form of Advanced Practice in Medical Imaging?
Journal of medical imaging and radiation sciences
Feb 1, 2019
Deep associative neural network for associative memory based on unsupervised representation learning.
Neural networks : the official journal of the International Neural Network Society
Feb 1, 2019
This paper presents a deep associative neural network (DANN) based on unsupervised representation learning for associative memory. In brain, the knowledge is learnt by associating different types of sensory data, such as image and voice. The associat...
Contribution of Cardiovascular Reserve to Prognostic Categories of Heart Failure With Preserved Ejection Fraction: A Classification Based on Machine Learning.
Journal of the American Society of Echocardiography : official publication of the American Society of Echocardiography
Feb 1, 2019
BACKGROUND: The authors used cluster analysis of data from cardiovascular domains associated with exercise intolerance to help define prognostic phenotypes of patients with heart failure with preserved ejection fraction (HFpEF).
Gain determination of feedback force for an ultrasound scanning robot using genetic algorithm.
International journal of computer assisted radiology and surgery
Feb 1, 2019
PURPOSE: The remote medical diagnosis system (RMDS) is for providing medical diagnosis to the patients located in remote sites. To apply to RMDS and medical automation, many master-slave type ultrasound scanning robots are being developed and researc...
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