Humans

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Emotion computing using Word Mover's Distance features based on Ren_CECps.

PloS one Apr 6, 2018
In this paper, we propose an emotion separated method(SeTF·IDF) to assign the emotion labels of sentences with different values, which has a better visual effect compared with the values represented by TF·IDF in the visualization of a multi-label Chi...
Algorithms Humans Emotions Artificial Intelligence Computer Simulation Models, Theoretical
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Evaluation of Machine-Learning Approaches to Estimate Sleep Apnea Severity From At-Home Oximetry Recordings.

IEEE journal of biomedical and health informatics Apr 5, 2018
Complexity, costs, and waiting list issues demand a simplified alternative for sleep apnea-hypopnea syndrome (SAHS) diagnosis. The blood oxygen saturation signal (SpO) carries useful information about SAHS and can be easily acquired from overnight ox...
Sleep Apnea Syndromes Oximetry Home Care Services Adult Severity of Illness Index Signal Processing, Computer-Assisted Humans Neural Networks, Computer Machine Learning
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Functional-guided radiotherapy using knowledge-based planning.

Radiotherapy and oncology : journal of the European Society for Therapeutic Radiology and Oncology Apr 5, 2018
BACKGROUND AND PURPOSE: There are two significant challenges when implementing functional-guided radiotherapy using 4DCT-ventilation imaging: (1) lack of knowledge of realistic patient specific dosimetric goals for functional lung and (2) ensuring co...
Organs at Risk Radiotherapy Planning, Computer-Assisted Respiration Radiotherapy Dosage Four-Dimensional Computed Tomography Humans Lung Neoplasms Knowledge Bases
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Personalized response generation by Dual-learning based domain adaptation.

Neural networks : the official journal of the International Neural Network Society Apr 5, 2018
Open-domain conversation is one of the most challenging artificial intelligence problems, which involves language understanding, reasoning, and the utilization of common sense knowledge. The goal of this paper is to further improve the response gener...
Language Learning Multilingualism Machine Learning Databases, Factual Humans Artificial Intelligence
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ProFUSO: Business process and ontology-based framework to develop ubiquitous computing support systems for chronic patients' management.

Journal of biomedical informatics Apr 5, 2018
New advances in telemedicine, ubiquitous computing, and artificial intelligence have supported the emergence of more advanced applications and support systems for chronic patients. This trend addresses the important problem of chronic illnesses, high...
Decision Making Chronic Disease Telemedicine Artificial Intelligence Hospitalization Decision Support Systems, Clinical Vital Signs Models, Organizational Computer Graphics Information Storage and Retrieval Medical Informatics Semantics Humans
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Transcriptomics and machine learning predict diagnosis and severity of growth hormone deficiency.

JCI insight Apr 5, 2018
BACKGROUND: The effect of gene expression data on diagnosis remains limited. Here, we show how diagnosis and classification of growth hormone deficiency (GHD) can be achieved from a single blood sample using a combination of transcriptomics and rando...
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Humans Predictive Value of Tests Principal Component Analysis Healthy Volunteers ROC Curve Transcriptome Gene Regulatory Networks Male Case-Control Studies Polymorphism, Single Nucleotide Severity of Illness Index Adolescent Gene Expression Profiling Datasets as Topic Child, Preschool Machine Learning Child Biomarkers Human Growth Hormone Female Growth Disorders
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Efficient organ localization using multi-label convolutional neural networks in thorax-abdomen CT scans.

Physics in medicine and biology Apr 5, 2018
Automatic localization of organs and other structures in medical images is an important preprocessing step that can improve and speed up other algorithms such as organ segmentation, lesion detection, and registration. This work presents an efficient ...
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Tomography, X-Ray Computed Image Processing, Computer-Assisted Abdomen Radiography, Thoracic Humans Neural Networks, Computer
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SSDOnt: An Ontology for Representing Single-Subject Design Studies.

Methods of information in medicine Apr 5, 2018
BACKGROUND: Single-Subject Design is used in several areas such as education and biomedicine. However, no suited formal vocabulary exists for annotating the detailed configuration and the results of this type of research studies with the appropriate ...
Humans Research Design Molecular Sequence Annotation Search Engine Biological Ontologies Autistic Disorder
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Dynamic Modeling and Interactive Performance of PARM: A Parallel Upper-Limb Rehabilitation Robot Using Impedance Control for Patients after Stroke.

Journal of healthcare engineering Apr 5, 2018
The robot-assisted therapy has been demonstrated to be effective in the improvements of limb function and even activities of daily living for patients after stroke. This paper presents an interactive upper-limb rehabilitation robot with a parallel me...
Electric Impedance Stroke Rehabilitation Humans Biomechanical Phenomena Exoskeleton Device Young Adult Male Upper Extremity Adult Robotics
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Artificial neural network model for predicting the bioavailability of tacrolimus in patients with renal transplantation.

PloS one Apr 5, 2018
The objective of the current study was to explore the role of ABCB1 and CYP3A5 genetic polymorphisms in predicting the bioavailability of tacrolimus and the risk for post-transplant diabetes. Artificial neural network (ANN) and logistic regression (L...
ATP Binding Cassette Transporter, Subfamily B Tacrolimus Biological Availability Cytochrome P-450 CYP3A Polymorphism, Single Nucleotide Humans Genotype Neural Networks, Computer Computational Biology Adult Kidney Transplantation Middle Aged Male Female Adolescent Young Adult
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