Learning from undercoded clinical records for automated International Classification of Diseases (ICD) coding
Sign Up to like & getrecommendations! Published in 2022 at "Journal of the American Medical Informatics Association : JAMIA"
DOI: 10.1093/jamia/ocac230
Abstract: OBJECTIVES To develop an unbiased objective for learning automatic coding algorithms from clinical records annotated with only partial relevant International Classification of Diseases codes, as annotation noise in undercoded clinical records used as training data… read more here.
Keywords: undercoded clinical; clinical records; international classification; classification diseases ... See more keywords
Relation Extraction for Chinese Clinical Records Using Multi-View Graph Learning
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DOI: 10.1109/access.2020.3037086
Abstract: Relation extraction is a necessary step in obtaining information from clinical medical records. In the medical domain, there have been several studies on relation extraction in modern medicine clinical notes written in English. However, very… read more here.
Keywords: medicine; chinese clinical; clinical records; relation extraction ... See more keywords
Overcoming challenges in extracting prescribing habits from veterinary clinics using big data and deep learning.
Sign Up to like & getrecommendations! Published in 2022 at "Australian veterinary journal"
DOI: 10.1111/avj.13145
Abstract: Understanding antimicrobial usage patterns and encouraging appropriate antimicrobial usage is a critical component of antimicrobial stewardship. Studies using VetCompass Australia and Natural Language Processing (NLP) have demonstrated antimicrobial usage patterns in companion animal practices across… read more here.
Keywords: clinical records; deep learning; overcoming challenges; extracting prescribing ... See more keywords
David Oliver: Clinical records, plain English, and professional terminology
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DOI: 10.1136/bmj.k4487
Abstract: In 2014 the award winning author John Lanchester argued in his book How to Speak Money 1 that the global financial crash had occurred partly because most of us have little understanding of finance, especially… read more here.
Keywords: professional terminology; david oliver; clinical records; oliver clinical ... See more keywords
PP18 Implementation of electronic patient clinical records in ambulances in the UK: a national survey
Sign Up to like & getrecommendations! Published in 2019 at "Emergency Medicine Journal"
DOI: 10.1136/emermed-2019-999.18
Abstract: Background The roll-out of electronic Patient Clinical Records (ePCR) across UK ambulance services has been an important aspect of modernisation. Electronic Records in Ambulances (ERA) is a two-year study which aims to describe the opportunities… read more here.
Keywords: implementation; epcr; patient clinical; clinical records ... See more keywords
PP17 Development and application of a clinical risk stratification tool using routine data from electronic patient clinical records
Sign Up to like & getrecommendations! Published in 2021 at "Emergency Medicine Journal"
DOI: 10.1136/emermed-2021-999.17
Abstract: Background Following the introduction of electronic patient clinical records, ambulance service managers wished to combine clinical and operational data to devise a method of risk stratifying 999 calls by the MPDS disposition code assigned at… read more here.
Keywords: risk; patient clinical; clinical records; electronic patient ... See more keywords
How to assure the quality of clinical records? A 7-year experience in a large academic hospital
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DOI: 10.1371/journal.pone.0261018
Abstract: Introduction Clinical record (CR) is the primary tool used by healthcare workers (HCWs) to record clinical information and its completeness can help achieve safer practices. CR is the most appropriate source in order to measure… read more here.
Keywords: tool; clinical records; peer review; completeness ... See more keywords