Impact of the ICD-9-CM to ICD-10-CM transition on the incidence of severe maternal morbidity amongst delivery hospitalizations in the United States.
Sign Up to like & getrecommendations! Published in 2021 at "American journal of obstetrics and gynecology"
DOI: 10.1016/j.ajog.2021.03.036
Abstract: BACKGROUND Surveillance of maternal mortality and severe maternal morbidity (SMM) is important to identify temporal trends, evaluate the impact of clinical practice changes or interventions, and to monitor quality of care. A common source for… read more here.
Keywords: incidence; transition; smm; icd ... See more keywords
Low Quality of International Classification of Diseases, 10th Revision, Procedural Coding System Data Undermines the Validity of the Standardized Transfusion Ratio: Time to Chart a New Course?
Sign Up to like & getrecommendations! Published in 2019 at "Advances in chronic kidney disease"
DOI: 10.1053/j.ackd.2019.04.006
Abstract: The validity of the standardized transfusion ratio, a quality measure for dialysis facilities, may have been affected by the transition from International Classification of Diseases, Ninth Revision (ICD-9) to International Classification of Diseases, Tenth Revision… read more here.
Keywords: transfusion ratio; classification diseases; standardized transfusion; transfusion ... See more keywords
Clinical features of dementia cases ascertained by ICD coding in LIMBIC-CENC multicenter study of mild traumatic brain injury.
Sign Up to like & getrecommendations! Published in 2022 at "Brain injury"
DOI: 10.1080/02699052.2022.2033849
Abstract: OBJECTIVE Describe dementia cases identified through International Classification of Diseases (ICD) coding in the Long-term Impact of Military-relevant Brain Injury Consortium - Chronic Effects of Neurotrauma Consortium (LIMBIC-CENC) multicenter prospective longitudinal study (PLS) of mild… read more here.
Keywords: dementia cases; brain injury; injury; limbic cenc ... See more keywords
Inaccuracies in ICD Coding for Obesity Would Be Expected to Bias Administrative Database Spine Studies Toward Overestimating the Impact of Obesity on Perioperative Adverse Outcomes
Sign Up to like & getrecommendations! Published in 2018 at "SPINE"
DOI: 10.1097/brs.0000000000002356
Abstract: Study Design. Retrospective cohort study. Objective. To determine if International Classification of Diseases (ICD) coding for obesity is biased toward certain subgroups and how potential bias may influence the outcomes of database research in spine.… read more here.
Keywords: sensitivity icd; icd coding; obesity; coding obesity ... See more keywords
ICD-10 Coding of Spanish Electronic Discharge Summaries: An Extreme Classification Problem
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Access"
DOI: 10.1109/access.2020.2997241
Abstract: Objective: Medical coding is used to identify and standardize clinical concepts in the records collected from healthcare services. The tenth revision of the International Classification of Diseases (ICD-10) is the most widely-used coding with more… read more here.
Keywords: extreme classification; coding spanish; icd coding; discharge ... See more keywords
High rate of false‐positive postoperative venous thromboembolism identified using hospital ICD‐10 coding
Sign Up to like & getrecommendations! Published in 2023 at "Internal Medicine Journal"
DOI: 10.1111/imj.15983
Abstract: The Health Roundtable, a national benchmarking body, identified our institution as an outlier with a high number of postoperative venous thromboembolism (VTE) events. We performed a retrospective study to determine the accuracy of hospital coding… read more here.
Keywords: venous thromboembolism; hospital; high rate; postoperative venous ... See more keywords
Artificial Intelligence Algorithm with ICD Coding Technology Guided by the Embedded Electronic Medical Record System in Medical Record Information Management
Sign Up to like & getrecommendations! Published in 2021 at "Journal of Healthcare Engineering"
DOI: 10.1155/2021/3293457
Abstract: The study aims to explore the application of international classification of diseases (ICD) coding technology and embedded electronic medical record (EMR) system. The study established an EMR information knowledge system and collected the data of… read more here.
Keywords: algorithm; system; record; disease ... See more keywords
Comparing the validity of different ICD coding abstraction strategies for sepsis case identification in German claims data
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DOI: 10.1371/journal.pone.0198847
Abstract: Introduction Administrative data are used to generate estimates of sepsis epidemiology and can serve as source for quality indicators. Aim was to compare estimates on sepsis incidence and mortality based on different ICD-code abstraction strategies… read more here.
Keywords: sepsis; icd coding; sepsis incidence; strategies sepsis ... See more keywords
A Comparison of Deep Learning Methods for ICD Coding of Clinical Records
Sign Up to like & getrecommendations! Published in 2020 at "Applied Sciences"
DOI: 10.3390/app10155262
Abstract: In this survey, we discuss the task of automatically classifying medical documents into the taxonomy of the International Classification of Diseases (ICD), by the use of deep neural networks. The literature in this domain covers… read more here.
Keywords: coding clinical; deep learning; comparison deep; icd coding ... See more keywords
A Curriculum Batching Strategy for Automatic ICD Coding with Deep Multi-Label Classification Models
Sign Up to like & getrecommendations! Published in 2022 at "Healthcare"
DOI: 10.3390/healthcare10122397
Abstract: The International Classification of Diseases (ICD) has an important role in building applications for clinical medicine. Extremely large ICD coding label sets and imbalanced label distribution bring the problem of inconsistency between the local batch… read more here.
Keywords: classification; batching strategy; icd coding; automatic icd ... See more keywords