AIMC Topic: Narration

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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...
Prostatic Neoplasms Documentation Semantics Terminology as Topic Digital Rectal Examination Male Narration Natural Language Processing Humans Algorithms Electronic Health Records
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How Concrete Do We Get Telling Stories?

Topics in cognitive science Jul 31, 2018
Will reading different stories about the same event in the world result in a similar image of the world? Will reading the same story by different people result in a similar proxy for experiencing the story? The answer to both questions is no because ...
Natural Language Processing Humans Reading Concept Formation Psycholinguistics Models, Theoretical Narration
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Humanitarian health computing using artificial intelligence and social media: A narrative literature review.

International journal of medical informatics Jan 31, 2018
INTRODUCTION: According to the World Health Organization (WHO), over 130 million people are in constant need of humanitarian assistance due to natural disasters, disease outbreaks, and conflicts, among other factors. These health crises can compromis...
World Health Organization Mathematical Computing Altruism Public Health Social Media Narration Humans Artificial Intelligence
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Learning from Narrated Instruction Videos.

IEEE transactions on pattern analysis and machine intelligence Sep 5, 2017
Automatic assistants could guide a person or a robot in performing new tasks, such as changing a car tire or repotting a plant. Creating such assistants, however, is non-trivial and requires understanding of visual and verbal content of a video. Towa...
Natural Language Processing Internet Information Dissemination Video Recording Cluster Analysis Narration Unsupervised Machine Learning Databases, Factual
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Construction accident narrative classification: An evaluation of text mining techniques.

Accident; analysis and prevention Sep 1, 2017
Learning from past accidents is fundamental to accident prevention. Thus, accident and near miss reporting are encouraged by organizations and regulators. However, for organizations managing large safety databases, the time taken to accurately classi...
Accidents, Occupational Support Vector Machine Decision Trees Algorithms Databases, Factual Reproducibility of Results Data Mining Accidents Construction Industry Linear Models Narration Bayes Theorem Safety Humans Machine Learning
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Recurrent neural networks for classifying relations in clinical notes.

Journal of biomedical informatics Jul 8, 2017
We proposed the first models based on recurrent neural networks (more specifically Long Short-Term Memory - LSTM) for classifying relations from clinical notes. We tested our models on the i2b2/VA relation classification challenge dataset. We showed ...
Natural Language Processing Data Mining Humans Language Narration Neural Networks, Computer Electronic Health Records
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Automatic prediction of coronary artery disease from clinical narratives.

Journal of biomedical informatics Jun 27, 2017
Coronary Artery Disease (CAD) is not only the most common form of heart disease, but also the leading cause of death in both men and women (Coronary Artery Disease: MedlinePlus, 2015). We present a system that is able to automatically predict whether...
Humans Coronary Artery Disease Vocabulary, Controlled Male Narration Natural Language Processing Forecasting Prognosis Female
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Building a comprehensive syntactic and semantic corpus of Chinese clinical texts.

Journal of biomedical informatics Apr 9, 2017
OBJECTIVE: To build a comprehensive corpus covering syntactic and semantic annotations of Chinese clinical texts with corresponding annotation guidelines and methods as well as to develop tools trained on the annotated corpus, which supplies baseline...
Narration Natural Language Processing Data Mining Semantics Data Curation Humans Language China
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Causality patterns and machine learning for the extraction of problem-action relations in discharge summaries.

International journal of medical informatics Nov 9, 2016
Clinical narrative text includes information related to a patient's medical history such as chronological progression of medical problems and clinical treatments. A chronological view of a patient's history makes clinical audits easier and improves q...
Patient Discharge Semantics Pattern Recognition, Automated Decision Support Systems, Clinical Humans Narration Support Vector Machine Natural Language Processing Machine Learning Electronic Health Records
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Predicting early psychiatric readmission with natural language processing of narrative discharge summaries.

Translational psychiatry Oct 18, 2016
The ability to predict psychiatric readmission would facilitate the development of interventions to reduce this risk, a major driver of psychiatric health-care costs. The symptoms or characteristics of illness course necessary to develop reliable pre...
Kaplan-Meier Estimate Patient Discharge Summaries Massachusetts Narration Natural Language Processing Patient Readmission Cohort Studies Humans Aged Middle Aged Time Factors Electronic Health Records Adult Risk Assessment Models, Statistical Female Male Depressive Disorder, Major
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