AIMC Topic: Pattern Recognition, Automated

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A Frequency-based Strategy of Obtaining Sentences from Clinical Data Repository for Crowdsourcing.

Studies in health technology and informatics Jan 1, 2015
In clinical NLP, one major barrier to adopting crowdsourcing for NLP annotation is the issue of confidentiality for protected health information (PHI) in clinical narratives. In this paper, we investigated the use of a frequency-based approach to ext...
Terminology as Topic Natural Language Processing Machine Learning Minnesota Vocabulary, Controlled Electronic Health Records Data Interpretation, Statistical Crowdsourcing Semantics Language Pattern Recognition, Automated
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Proposal of Local Automatic Weighing Attribute in CBIR.

Studies in health technology and informatics Jan 1, 2015
Lung cancer is the most common malignant lesion and the principal cause of cancer-related death worldwide. This problem encourages researchers to build computer-aided solutions to help diagnose lung cancer. Content-based image retrieval (CBIR) system...
Data Mining Humans Image Interpretation, Computer-Assisted Machine Learning Semantics Brazil Electronic Health Records Pattern Recognition, Automated Lung Neoplasms Natural Language Processing Terminology as Topic Radiology Information Systems Vocabulary, Controlled
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Fingerprinting Biomedical Terminologies--Automatic Classification and Visualization of Biomedical Vocabularies through UMLS Semantic Group Profiles.

Studies in health technology and informatics Jan 1, 2015
OBJECTIVES: To explore automatic methods for the classification of biomedical vocabularies based on their content.
Biological Ontologies Machine Learning Pattern Recognition, Automated User-Computer Interface Unified Medical Language System Natural Language Processing Semantics
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Thermal Signal Analysis for Breast Cancer Risk Verification.

Studies in health technology and informatics Jan 1, 2015
Breast cancer is the second most common cancer in the world. Currently, there are no effective methods to prevent this disease. However, early diagnosis increases chances of remission. Breast thermography is an option to be considered in screening st...
Reproducibility of Results Sensitivity and Specificity Breast Neoplasms Risk Assessment Image Interpretation, Computer-Assisted Pattern Recognition, Automated Infrared Rays Humans Machine Learning Algorithms Female Thermography
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On the Automated Segmentation of Epicardial and Mediastinal Cardiac Adipose Tissues Using Classification Algorithms.

Studies in health technology and informatics Jan 1, 2015
The quantification of fat depots on the surroundings of the heart is an accurate procedure for evaluating health risk factors correlated with several diseases. However, this type of evaluation is not widely employed in clinical practice due to the re...
Adipose Tissue Radiographic Image Interpretation, Computer-Assisted Pattern Recognition, Automated Pericardium Subtraction Technique Algorithms Mediastinum Tomography, X-Ray Computed Humans Reproducibility of Results Machine Learning Sensitivity and Specificity
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Effects of Plasma Transfusion on Perioperative Bleeding Complications: A Machine Learning Approach.

Studies in health technology and informatics Jan 1, 2015
Perioperative bleeding (PB) is associated with increased patient morbidity and mortality, and results in substantial health care resource utilization. To assess bleeding risk, a routine practice in most centers is to use indicators such as elevated v...
Blood Loss, Surgical Blood Transfusion International Normalized Ratio Pattern Recognition, Automated Sensitivity and Specificity Prevalence Decision Support Systems, Clinical Treatment Outcome Electronic Health Records Reproducibility of Results Risk Factors Humans Machine Learning
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A Cloud-Based Infrastructure for Feedback-Driven Training and Image Recognition.

Studies in health technology and informatics Jan 1, 2015
Advanced techniques in machine learning combined with scalable "cloud" computing infrastructure are driving the creation of new and innovative health diagnostic applications. We describe a service and application for performing image training and rec...
Feedback User-Computer Interface Expert Systems Image Interpretation, Computer-Assisted Melanoma Skin Neoplasms Dermoscopy Pattern Recognition, Automated Cloud Computing Humans Machine Learning Algorithms
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Using EHRs and Machine Learning for Heart Failure Survival Analysis.

Studies in health technology and informatics Jan 1, 2015
"Heart failure (HF) is a frequent health problem with high morbidity and mortality, increasing prevalence and escalating healthcare costs" [1]. By calculating a HF survival risk score based on patient-specific characteristics from Electronic Health R...
Electronic Health Records Female Risk Factors Aged Humans Machine Learning Pattern Recognition, Automated Minnesota Death, Sudden, Cardiac Natural Language Processing Male Heart Failure Prevalence Data Mining Population Surveillance Survival Analysis
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Fast Model Adaptation for Automated Section Classification in Electronic Medical Records.

Studies in health technology and informatics Jan 1, 2015
Medical information extraction is the automatic extraction of structured information from electronic medical records, where such information can be used for improving healthcare processes and medical decision making. In this paper, we study one impor...
Machine Learning Electronic Health Records United States Models, Organizational Natural Language Processing Data Mining Pattern Recognition, Automated Vocabulary, Controlled
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Meta-learning framework applied in bioinformatics inference system design.

International journal of data mining and bioinformatics Jan 1, 2015
This paper describes a meta-learner inference system development framework which is applied and tested in the implementation of bioinformatic inference systems. These inference systems are used for the systematic classification of the best candidates...
Artificial Intelligence Algorithms Computer Simulation Bacterial Proteins Models, Biological Bacteria Pattern Recognition, Automated Signal Transduction Sequence Analysis, Protein Metabolome Meta-Analysis as Topic
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