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International Journal of Medical Informatics, 1998 A standard set of names and codes for laboratory test results is critical for any endeavor requiring automated data pooling, including multi-institutional research and cross-facility patient care. This need has led to the development of the logical observation identifier names and codes (LOINC) database and its test-naming convention.
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BACKGROUND A standardized method for identifying medical laboratory observations, such as Logical Observation Identifiers Names and Codes (LOINC), is critical for creating accurate and effective public data models. However, such standards are not being used effectively.
Di-Ge Ai +7 more
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BACKGROUND A standardized method for identifying medical laboratory observations, such as Logical Observation Identifiers Names and Codes (LOINC), is critical for creating accurate and effective public data models. However, such standards are not being used effectively.
Di-Ge Ai +7 more
openaire +1 more source
International Journal of Medical Informatics
This study aimed to assess the feasibility and practical utility of using large language models (LLMs) for Logical Observation Identifiers Names and Codes (LOINC) mapping to standardise healthcare data in the field of laboratory medicine. We evaluated the accuracy and applicability of three LLMs-ChatGPT-4.0 (OpenAI), Gemini 1.5 (Google DeepMind), and ...
Hyejin Ryu, Shinae Yu, Sollip Kim
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This study aimed to assess the feasibility and practical utility of using large language models (LLMs) for Logical Observation Identifiers Names and Codes (LOINC) mapping to standardise healthcare data in the field of laboratory medicine. We evaluated the accuracy and applicability of three LLMs-ChatGPT-4.0 (OpenAI), Gemini 1.5 (Google DeepMind), and ...
Hyejin Ryu, Shinae Yu, Sollip Kim
exaly +4 more sources
Journal of the American Medical Informatics Association: JAMIA
Abstract Objectives Efficient exchange of health information requires consistent representation of clinical concepts across laboratories, hospitals, and public health systems. LOINC supports this interoperability by standardizing laboratory test codes, but mapping remains difficult when ...
Andrew Kanter
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Abstract Objectives Efficient exchange of health information requires consistent representation of clinical concepts across laboratories, hospitals, and public health systems. LOINC supports this interoperability by standardizing laboratory test codes, but mapping remains difficult when ...
Andrew Kanter
exaly +3 more sources
AMIA ... Annual Symposium proceedings. AMIA Symposium, 2007
The Department of Defense (DoD) has used a common application, Composite Health Care System (CHCS), throughout all DoD facilities. However, the master files used to encode patient data in CHCS are not identical across DoD facilities. The encoded data is thus not interoperable from one DoD facility to another. To enable data interoperability in the next-
Lee Min Lau +5 more
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The Department of Defense (DoD) has used a common application, Composite Health Care System (CHCS), throughout all DoD facilities. However, the master files used to encode patient data in CHCS are not identical across DoD facilities. The encoded data is thus not interoperable from one DoD facility to another. To enable data interoperability in the next-
Lee Min Lau +5 more
openaire +2 more sources
AMIA ... Annual Symposium proceedings. AMIA Symposium, 2010
This poster describes the process used to integrate the Nursing Management Minimum Data Set (NMMDS), an instrument to measure the nursing context of care, into the Logical Observation Identifier Names and Codes (LOINC) system to facilitate contextualization of quality measures.
Amarnath, Subramanian +7 more
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This poster describes the process used to integrate the Nursing Management Minimum Data Set (NMMDS), an instrument to measure the nursing context of care, into the Logical Observation Identifier Names and Codes (LOINC) system to facilitate contextualization of quality measures.
Amarnath, Subramanian +7 more
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Proceedings : a conference of the American Medical Informatics Association. AMIA Fall Symposium, 1997
Using a standard set of names and codes to exchange electronic laboratory data would facilitate multiinstitutional research and data pooling. This need has led to the development of the Logical Observation Identifier Names and Codes (LOINC) database and its test naming convention.
David M. Baorto +3 more
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Using a standard set of names and codes to exchange electronic laboratory data would facilitate multiinstitutional research and data pooling. This need has led to the development of the Logical Observation Identifier Names and Codes (LOINC) database and its test naming convention.
David M. Baorto +3 more
openaire +2 more sources
BACKGROUND The expanding use of multisource real-world electronic health record (EHR) and claims data offers major opportunities for research, drug discovery, and clinical decision support. While standards such as Logical Observation Identifiers Names and Codes (LOINC) can ensure semantic interoperability for ...
Parvati Naliyatthaliyazchayil +1 more
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Parvati Naliyatthaliyazchayil +1 more
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