AIMC Topic: Natural Language Processing

Clear Filters Showing 2191 to 2200 of 3983 articles

Standardizing Heterogeneous Annotation Corpora Using HL7 FHIR for Facilitating their Reuse and Integration in Clinical NLP.

AMIA ... Annual Symposium proceedings. AMIA Symposium Dec 5, 2018
Manually annotated clinical corpora are commonly used as the gold standards for the training and evaluation of clinical natural language processing (NLP) tools. The creation of these manual annotation corpora, however, is both costly and time-consumi...
Electronic Health Records Natural Language Processing Feasibility Studies Humans Health Information Interoperability Health Level Seven
View on PubMed

Clinical Document Classification Using Labeled and Unlabeled Data Across Hospitals.

AMIA ... Annual Symposium proceedings. AMIA Symposium Dec 5, 2018
Reviewing radiology reports in emergency departments is an essential but laborious task. Timely follow-up of patients with abnormal cases in their radiology reports may dramatically affect the patient's outcome, especially if they have been discharge...
Information Storage and Retrieval Classification Radiology Information Systems Neural Networks, Computer Natural Language Processing Algorithms Emergency Service, Hospital Supervised Machine Learning
View on PubMed

Optimizing Corpus Creation for Training Word Embedding in Low Resource Domains: A Case Study in Autism Spectrum Disorder (ASD).

AMIA ... Annual Symposium proceedings. AMIA Symposium Dec 5, 2018
Automating the extraction of behavioral criteria indicative of Autism Spectrum Disorder (ASD) in electronic health records (EHRs) can contribute significantly to the effort to monitor the condition. Word embedding algorithms such as Word2Vec can enco...
Humans Semantics Terminology as Topic Electronic Health Records Natural Language Processing Machine Learning Information Storage and Retrieval Algorithms Autism Spectrum Disorder
View on PubMed

Towards the Inference of Social and Behavioral Determinants of Sexual Health: Development of a Gold-Standard Corpus with Semi-Supervised Learning.

AMIA ... Annual Symposium proceedings. AMIA Symposium Dec 5, 2018
Social and behavioral determinants of health (SBDH) are environmental and behavioral factors that are increasingly recognized for their impact on health outcomes. We describe ongoing research to extract SBDH related to sexual health from clinical doc...
Sexual Health Documentation Social Determinants of Health Health Risk Behaviors Natural Language Processing Supervised Machine Learning Humans Electronic Health Records Female Male
View on PubMed

An Automated Feature Engineering for Digital Rectal Examination Documentation using Natural Language Processing.

AMIA ... Annual Symposium proceedings. AMIA Symposium Dec 5, 2018
Digital rectal examination (DRE) is considered a quality metric for prostate cancer care. However, much of the DRE related rich information is documented as free-text in clinical narratives. Therefore, we aimed to develop a natural language processin...
Documentation Semantics Terminology as Topic Natural Language Processing Prostatic Neoplasms Digital Rectal Examination Humans Algorithms Electronic Health Records Male Narration
View on PubMed

Generalized Extraction and Classification of Span-Level Clinical Phrases.

AMIA ... Annual Symposium proceedings. AMIA Symposium Dec 5, 2018
Much of the critical information in a patient's electronic health record (EHR) is hidden in unstructured text. As such, there is an increasing role for automated text extraction and summarization to make this information available in a way that can b...
Natural Language Processing Information Storage and Retrieval Humans Electronic Health Records
View on PubMed

A Computable Phenotype for Acute Respiratory Distress Syndrome Using Natural Language Processing and Machine Learning.

AMIA ... Annual Symposium proceedings. AMIA Symposium Dec 5, 2018
Acute Respiratory Distress Syndrome (ARDS) is a syndrome of respiratory failure that may be identified using text from radiology reports. The objective of this study was to determine whether natural language processing (NLP) with machine learning per...
Adult Male Middle Aged Unified Medical Language System Respiratory Distress Syndrome Risk Factors Humans Radiography, Thoracic Diagnosis, Computer-Assisted Predictive Value of Tests Aged Electronic Health Records Area Under Curve Length of Stay Natural Language Processing Female Supervised Machine Learning Cohort Studies
View on PubMed

Ascertaining Depression Severity by Extracting Patient Health Questionnaire-9 (PHQ-9) Scores from Clinical Notes.

AMIA ... Annual Symposium proceedings. AMIA Symposium Dec 5, 2018
The Patient Health Questionnaire-9 (PHQ-9) is a validated instrument for assessing depression severity. While some electronic health record (EHR) systems capture PHQ-9 scores in a structured format, unstructured clinical notes remain the only source ...
Humans Depressive Disorder Severity of Illness Index Electronic Health Records Natural Language Processing Adult Patient Health Questionnaire Information Storage and Retrieval
View on PubMed

Combination of conditional random field with a rule based method in the extraction of PICO elements.

BMC medical informatics and decision making Dec 4, 2018
BACKGROUND: Extracting primary care information in terms of Patient/Problem, Intervention, Comparison and Outcome, known as PICO elements, is difficult as the volume of medical information expands and the health semantics is complex to capture it fro...
Natural Language Processing Data Mining Medical Informatics Applications Humans Machine Learning Models, Statistical
View on PubMed DOI

How Cognitive Machines Can Augment Medical Imaging.

AJR. American journal of roentgenology Nov 13, 2018
OBJECTIVE: Artificial intelligence (AI) neural networks rapidly convert disparate facts and data into highly predictive analytic models. Machine learning maps image-patient phenotype correlations opaque to standard statistics. Deep learning performs ...
Image Processing, Computer-Assisted Natural Language Processing Humans Diagnostic Imaging Algorithms Electronic Health Records Neural Networks, Computer Deep Learning Artificial Intelligence Machine Learning
View on PubMed DOI
Popular Topics
Recent Journals