AIMC Topic: Semantics

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Leveraging Semantics in WordNet to Facilitate the Computer-Assisted Coding of ICD-11.

IEEE journal of biomedical and health informatics Oct 25, 2019
The International Classification of Diseases (ICD) not only serves as the bedrock for health statistics but also provides a holistic overview of every health aspect of life. This study aims to facilitate the computer-assisted coding of the 11th revis...
International Classification of Diseases Clinical Coding Medical Informatics Semantics Algorithms Humans Natural Language Processing
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Clinical Interpretable Deep Learning Model for Glaucoma Diagnosis.

IEEE journal of biomedical and health informatics Oct 23, 2019
Despite the potential to revolutionise disease diagnosis by performing data-driven classification, clinical interpretability of ConvNet remains challenging. In this paper, a novel clinical interpretable ConvNet architecture is proposed not only for a...
Optic Disk Semantics Humans ROC Curve Deep Learning Glaucoma Image Interpretation, Computer-Assisted
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Multi-label zero-shot human action recognition via joint latent ranking embedding.

Neural networks : the official journal of the International Neural Network Society Oct 21, 2019
Human action recognition is one of the most challenging tasks in computer vision. Most of the existing works in human action recognition are limited to single-label classification. A real-world video stream, however, often contains multiple human act...
Semantics Pattern Recognition, Automated Supervised Machine Learning
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PARS, a system combining semantic technologies with multiple criteria decision aiding for supporting antibiotic prescriptions.

Journal of biomedical informatics Oct 14, 2019
OBJECTIVE: Motivated by the well documented worldwide spread of adverse drug events, as well as the increased danger of antibiotic resistance (caused mainly by inappropriate prescribing and overuse), we propose a novel recommendation system for antib...
Drug Prescriptions Machine Learning Inappropriate Prescribing Anti-Bacterial Agents Semantics Humans Decision Support Systems, Clinical Biological Ontologies Medical Informatics
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Dual Model Medical Invoices Recognition.

Sensors (Basel, Switzerland) Oct 10, 2019
Hospitals need to invest a lot of manpower to manually input the contents of medical invoices (nearly 300,000,000 medical invoices a year) into the medical system. In order to help the hospital save money and stabilize work efficiency, this paper des...
Humans Neural Networks, Computer Algorithms Semantics Image Processing, Computer-Assisted Normal Distribution
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Aggregating the syntactic and semantic similarity of healthcare data towards their transformation to HL7 FHIR through ontology matching.

International journal of medical informatics Oct 5, 2019
BACKGROUND AND OBJECTIVE: Healthcare systems deal with multiple challenges in releasing information from data silos, finding it almost impossible to be implemented, maintained and upgraded, with difficulties ranging in the technical, security and hum...
Systems Integration Health Level Seven Biological Ontologies Vocabulary, Controlled Delivery of Health Care Electronic Health Records Information Dissemination Semantics Humans Algorithms
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Deep contextualized embeddings for quantifying the informative content in biomedical text summarization.

Computer methods and programs in biomedicine Oct 4, 2019
BACKGROUND AND OBJECTIVE: Capturing the context of text is a challenging task in biomedical text summarization. The objective of this research is to show how contextualized embeddings produced by a deep bidirectional language model can be utilized to...
Deep Learning Natural Language Processing Data Mining Humans Algorithms Unified Medical Language System Medical Informatics Semantics
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A frame semantic overview of NLP-based information extraction for cancer-related EHR notes.

Journal of biomedical informatics Oct 4, 2019
OBJECTIVE: There is a lot of information about cancer in Electronic Health Record (EHR) notes that can be useful for biomedical research provided natural language processing (NLP) methods are available to extract and structure this information. In th...
Neoplasms Natural Language Processing Semantics Humans Electronic Health Records
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Embedding topological features into convolutional neural network salient object detection.

Neural networks : the official journal of the International Neural Network Society Sep 25, 2019
Salient object detection can be applied as a critical preprocessing step in many computer vision tasks. Recent studies of salient object detection mainly employed convolutional neural networks (CNNs) for mining high-level semantic properties. However...
Recognition, Psychology Humans Semantics Neural Networks, Computer Photic Stimulation
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Wikidata: A large-scale collaborative ontological medical database.

Journal of biomedical informatics Sep 23, 2019
Created in October 2012, Wikidata is a large-scale, human-readable, machine-readable, multilingual, multidisciplinary, centralized, editable, structured, and linked knowledge-base with an increasing diversity of use cases. Here, we raise awareness of...
Biological Ontologies Multilingualism Internet Database Management Systems Databases, Factual Humans Semantics Electronic Health Records
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