Humans
Showing 67801 to 67810 of 95995 articles
Improvement of Adequate Digoxin Dosage: An Application of Machine Learning Approach.
Journal of healthcare engineering
Aug 19, 2018
Digoxin is a high-alert medication because of its narrow therapeutic range and high drug-to-drug interactions (DDIs). Approximately 50% of digoxin toxicity cases are preventable, which motivated us to improve the treatment outcomes of digoxin. The ob...
An improved robust heteroscedastic probabilistic neural network based trust prediction approach for cloud service selection.
Neural networks : the official journal of the International Neural Network Society
Aug 18, 2018
Trustworthiness is a comprehensive quality metric which is used to assess the quality of the services in service-oriented environments. However, trust prediction of cloud services based on the multi-faceted Quality of Service (QoS) attributes is a ch...
Low-rank and sparse embedding for dimensionality reduction.
Neural networks : the official journal of the International Neural Network Society
Aug 18, 2018
In this paper, we propose a robust subspace learning (SL) framework for dimensionality reduction which further extends the existing SL methods to a low-rank and sparse embedding (LRSE) framework from three aspects: overall optimum, robustness and gen...
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Reproducible evaluation of classification methods in Alzheimer's disease: Framework and application to MRI and PET data.
NeuroImage
Aug 18, 2018
A large number of papers have introduced novel machine learning and feature extraction methods for automatic classification of Alzheimer's disease (AD). However, while the vast majority of these works use the public dataset ADNI for evaluation, they ...
Female
Aged
Aged, 80 and over
Male
Humans
Machine Learning
Radiopharmaceuticals
Alzheimer Disease
Positron-Emission Tomography
Datasets as Topic
Middle Aged
Image Processing, Computer-Assisted
Magnetic Resonance Imaging
Data Interpretation, Statistical
Fluorodeoxyglucose F18
Neuroimaging
Atlases as Topic
Using high-dimensional machine learning methods to estimate an anatomical risk factor for Alzheimer's disease across imaging databases.
NeuroImage
Aug 18, 2018
INTRODUCTION: The main goal of this work is to investigate the feasibility of estimating an anatomical index that can be used as an Alzheimer's disease (AD) risk factor in the Women's Health Initiative Magnetic Resonance Imaging Study (WHIMS-MRI) usi...
Extraction of BI-RADS findings from breast ultrasound reports in Chinese using deep learning approaches.
International journal of medical informatics
Aug 18, 2018
BACKGROUND: The wide adoption of electronic health record systems (EHRs) in hospitals in China has made large amounts of data available for clinical research including breast cancer. Unfortunately, much of detailed clinical information is embedded in...
Prevalence of and factors related to anxiety and depression symptoms among married patients with gynecological malignancies in China.
Asian journal of psychiatry
Aug 18, 2018
OBJECTIVE: This study aims to investigate the prevalence of anxiety and depression among married patients with gynecological malignancies in China and then explores factors related to anxiety and depression.
Robust liver vessel extraction using 3D U-Net with variant dice loss function.
Computers in biology and medicine
Aug 18, 2018
PURPOSE: Liver vessel extraction from CT images is essential in liver surgical planning. Liver vessel segmentation is difficult due to the complex vessel structures, and even expert manual annotations contain unlabeled vessels. This paper presents an...
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Exploiting MEDLINE for gene molecular function prediction via NMF based multi-label classification.
Journal of biomedical informatics
Aug 18, 2018
Gene ontology (GO) provides a representation of terms and categories used to describe genes and their molecular functions, cellular components and biological processes. GO has been the standard for describing the functions of specific genes in differ...
Plasma and cerebrospinal fluid population pharmacokinetic modeling and simulation of meropenem after intravenous and intrathecal administration in postoperative neurosurgical patients.
Diagnostic microbiology and infectious disease
Aug 17, 2018
Combined intravenous and local intrathecal administration of meropenem in patients after craniotomy is widely used to treat intracranial infections. However, the optimal dosing regimen of meropenem has not been investigated, posing a risk to treatmen...
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