AIMC Topic: Systematized Nomenclature of Medicine

Clear Filters Showing 21 to 30 of 86 articles

Concept placement using BERT trained by transforming and summarizing biomedical ontology structure.

Journal of biomedical informatics Oct 22, 2020
The comprehensive modeling and hierarchical positioning of a new concept in an ontology heavily relies on its set of proper subsumption relationships (IS-As) to other concepts. Identifying a concept's IS-A relationships is a laborious task requiring ...
Systematized Nomenclature of Medicine Biological Ontologies Language Natural Language Processing
View on PubMed DOI

Detecting modeling inconsistencies in SNOMED CT using a machine learning technique.

Methods (San Diego, Calif.) May 20, 2020
SNOMED CT is a comprehensive and evolving clinical reference terminology that has been widely adopted as a common vocabulary to promote interoperability between Electronic Health Records. Owing to its importance in healthcare, quality assurance becom...
Systematized Nomenclature of Medicine Terminology as Topic Medical Informatics Semantics Machine Learning Electronic Health Records Quality Control
View on PubMed DOI

A Neuro-ontology for the neurological examination.

BMC medical informatics and decision making Mar 4, 2020
BACKGROUND: The use of clinical data in electronic health records for machine-learning or data analytics depends on the conversion of free text into machine-readable codes. We have examined the feasibility of capturing the neurological examination as...
Humans Biological Ontologies Unified Medical Language System Electronic Health Records Neurologic Examination Systematized Nomenclature of Medicine
View on PubMed DOI

Transfer Learning from BERT to Support Insertion of New Concepts into SNOMED CT.

AMIA ... Annual Symposium proceedings. AMIA Symposium Mar 4, 2020
With advances in Machine Learning (ML), neural network-based methods, such as Convolutional/Recurrent Neural Networks, have been proposed to assist terminology curators in the development and maintenance of terminologies. Bidirectional Encoder Repres...
Systematized Nomenclature of Medicine Natural Language Processing Neural Networks, Computer Subject Headings Machine Learning
View on PubMed

Training a Convolutional Neural Network with Terminology Summarization Data Improves SNOMED CT Enrichment.

AMIA ... Annual Symposium proceedings. AMIA Symposium Mar 4, 2020
As a step toward learning to automatically insert new concepts into a large biomedical ontology, we are studying the easier problem of automatically verifying that an IS-A link should exist between a new child concept and an existing parent concept. ...
Neural Networks, Computer Systematized Nomenclature of Medicine Machine Learning Deep Learning Biological Ontologies
View on PubMed

Quantitative analysis of manual annotation of clinical text samples.

International journal of medical informatics Dec 31, 2018
BACKGROUND: Semantic interoperability of eHealth services within and across countries has been the main topic in several research projects. It is a key consideration for the European Commission to overcome the complexity of making different health in...
Natural Language Processing Medical Informatics Humans Europe Unified Medical Language System Semantics Systematized Nomenclature of Medicine
View on PubMed DOI

Incorporating Knowledge-Driven Insights into a Collaborative Filtering Model to Facilitate the Differential Diagnosis of Rare Diseases.

AMIA ... Annual Symposium proceedings. AMIA Symposium Dec 5, 2018
Rare diseases, although individually rare, collectively affect one in ten Americans. Because of their rarity, patients with rare diseases are typically left misdiagnosed or undiagnosed, which leads to a prolonged medical journey. The diagnosis pathwa...
Biological Ontologies Statistics as Topic Rare Diseases Knowledge Discovery Data Collection Systematized Nomenclature of Medicine Diagnosis, Differential Knowledge Bases Humans Algorithms
View on PubMed

The Sublanguage of Clinical Problem Lists: A Corpus Analysis.

AMIA ... Annual Symposium proceedings. AMIA Symposium Dec 5, 2018
.Summary-level clinical text is an important part of the overall clinical record as it provides a condensed and efficient view into the issues pertinent to the patient, or their "problem list." These problem lists contain a wealth of information pert...
Semantics Medical Records, Problem-Oriented Terminology as Topic Systematized Nomenclature of Medicine Humans Unified Medical Language System Natural Language Processing
View on PubMed

Computer-Assisted Diagnostic Coding: Effectiveness of an NLP-based approach using SNOMED CT to ICD-10 mappings.

AMIA ... Annual Symposium proceedings. AMIA Symposium Dec 5, 2018
Computer-assisted (diagnostic) coding (CAC) aims to improve the operational productivity and accuracy of clinical coders. The level of accuracy, especially for a wide range of complex and less prevalent clinical cases, remains an open research proble...
Systematized Nomenclature of Medicine International Classification of Diseases Unified Medical Language System Clinical Coding Australia Natural Language Processing Electronic Health Records Hospitals Humans
View on PubMed

Using Convolutional Neural Networks to Support Insertion of New Concepts into SNOMED CT.

AMIA ... Annual Symposium proceedings. AMIA Symposium Dec 5, 2018
Many major medical ontologies go through a regular (bi-annual, monthly, etc.) release cycle. A new release will contain corrections to the previous release, as well as genuinely new concepts that are the result of either user requests or new developm...
Neural Networks, Computer Machine Learning Support Vector Machine Systematized Nomenclature of Medicine
View on PubMed
Popular Topics
Recent Journals