AIMC Topic: Pattern Recognition, Automated

Clear Filters Showing 1221 to 1230 of 1671 articles

Automated systems for the de-identification of longitudinal clinical narratives: Overview of 2014 i2b2/UTHealth shared task Track 1.

Journal of biomedical informatics Jul 28, 2015
The 2014 i2b2/UTHealth Natural Language Processing (NLP) shared task featured four tracks. The first of these was the de-identification track focused on identifying protected health information (PHI) in longitudinal clinical narratives. The longitudi...
Pattern Recognition, Automated Computer Security Vocabulary, Controlled Narration Natural Language Processing Confidentiality Data Mining Electronic Health Records Cohort Studies Longitudinal Studies
View on PubMed DOI

Learning the Structure of Biomedical Relationships from Unstructured Text.

PLoS computational biology Jul 28, 2015
The published biomedical research literature encompasses most of our understanding of how drugs interact with gene products to produce physiological responses (phenotypes). Unfortunately, this information is distributed throughout the unstructured te...
MEDLINE Pattern Recognition, Automated Vocabulary, Controlled Natural Language Processing Algorithms Machine Learning Drug Interactions Pharmacogenetics Data Mining
View on PubMed DOI

Multi-scale deep networks and regression forests for direct bi-ventricular volume estimation.

Medical image analysis Jul 26, 2015
Direct estimation of cardiac ventricular volumes has become increasingly popular and important in cardiac function analysis due to its effectiveness and efficiency by avoiding an intermediate segmentation step. However, existing methods rely on eithe...
Organ Size Heart Ventricles Image Interpretation, Computer-Assisted Pattern Recognition, Automated Sensitivity and Specificity Stroke Volume Imaging, Three-Dimensional Regression Analysis Image Enhancement Ventricular Dysfunction Neural Networks, Computer Humans Machine Learning Algorithms Reproducibility of Results
View on PubMed DOI

Prediction of MicroRNA-Disease Associations Based on Social Network Analysis Methods.

BioMed research international Jul 26, 2015
MicroRNAs constitute an important class of noncoding, single-stranded, ~22 nucleotide long RNA molecules encoded by endogenous genes. They play an important role in regulating gene transcription and the regulation of normal development. MicroRNAs can...
MicroRNAs Genetic Predisposition to Disease Humans Pattern Recognition, Automated Social Networking Machine Learning Models, Genetic Algorithms Signal Transduction Computer Simulation Databases, Genetic
View on PubMed DOI

Identifying risk factors for heart disease over time: Overview of 2014 i2b2/UTHealth shared task Track 2.

Journal of biomedical informatics Jul 22, 2015
The second track of the 2014 i2b2/UTHealth natural language processing shared task focused on identifying medical risk factors related to Coronary Artery Disease (CAD) in the narratives of longitudinal medical records of diabetic patients. The risk f...
Computer Security Vocabulary, Controlled Diabetes Complications Boston Coronary Artery Disease Confidentiality Data Mining Pattern Recognition, Automated Middle Aged Risk Assessment Comorbidity Incidence Cohort Studies Longitudinal Studies Narration Natural Language Processing Electronic Health Records Female Aged Male Humans
View on PubMed DOI

Ease of adoption of clinical natural language processing software: An evaluation of five systems.

Journal of biomedical informatics Jul 22, 2015
OBJECTIVE: In recognition of potential barriers that may inhibit the widespread adoption of biomedical software, the 2014 i2b2 Challenge introduced a special track, Track 3 - Software Usability Assessment, in order to develop a better understanding o...
User-Computer Interface Natural Language Processing Data Mining Pattern Recognition, Automated Attitude to Computers Humans Software Electronic Health Records Middle Aged
View on PubMed DOI

Combining knowledge- and data-driven methods for de-identification of clinical narratives.

Journal of biomedical informatics Jul 22, 2015
A recent promise to access unstructured clinical data from electronic health records on large-scale has revitalized the interest in automated de-identification of clinical notes, which includes the identification of mentions of Protected Health Infor...
Data Mining United Kingdom Pattern Recognition, Automated Models, Statistical Computer Security Machine Learning Vocabulary, Controlled Narration Computer Simulation Natural Language Processing Electronic Health Records Confidentiality Cohort Studies
View on PubMed DOI

Agile text mining for the 2014 i2b2/UTHealth Cardiac risk factors challenge.

Journal of biomedical informatics Jul 22, 2015
This paper describes the use of an agile text mining platform (Linguamatics' Interactive Information Extraction Platform, I2E) to extract document-level cardiac risk factors in patient records as defined in the i2b2/UTHealth 2014 challenge. The appro...
Comorbidity Incidence Cohort Studies Longitudinal Studies Male Cardiovascular Diseases Middle Aged Risk Assessment United Kingdom Pattern Recognition, Automated Electronic Health Records Humans Computer Security Female Vocabulary, Controlled Aged Narration Diabetes Complications Natural Language Processing Confidentiality Data Mining
View on PubMed DOI

Identification of Heat Shock Protein families and J-protein types by incorporating Dipeptide Composition into Chou's general PseAAC.

Computer methods and programs in biomedicine Jul 22, 2015
Heat Shock Proteins (HSPs) are the substantial ingredients for cell growth and viability, which are found in all living organisms. HSPs manage the process of folding and unfolding of proteins, the quality of newly synthesized proteins and protecting ...
Reproducibility of Results Sensitivity and Specificity Amino Acid Sequence Heat-Shock Proteins Molecular Sequence Data HSP70 Heat-Shock Proteins Sequence Alignment Dipeptides Pattern Recognition, Automated Machine Learning Algorithms Sequence Analysis, Protein
View on PubMed DOI

Retinal vessel segmentation using multi-scale textons derived from keypoints.

Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society Jul 22, 2015
This paper presents a retinal vessel segmentation algorithm which uses a texton dictionary to classify vessel/non-vessel pixels. However, in contrast to previous work where filter parameters are learnt from manually labelled image pixels our filter p...
Retinal Vessels Retinoscopy Image Interpretation, Computer-Assisted Machine Learning Pattern Recognition, Automated Algorithms Image Enhancement Humans Subtraction Technique Reproducibility of Results Neural Networks, Computer Sensitivity and Specificity Anatomic Landmarks
View on PubMed DOI
Popular Topics
Recent Journals