Algorithms to improve the accuracy of ICD‐10 codes for recurrent ischemic stroke may be necessary.doi:10.1002/pds.5675Shirley, Abraelle M.Morrisette, Kerresa L.Choi, Soon KyuReynolds, KristiZhou, HuiZhou, Mengnan M.Wei, RongZhang, YiyiCheng, PamelaWong, EricJohn Wiley & Sons, Inc.Pharmacoepidemiology & Drug Safety
Model 6 has a MRR of 0.804 when assigning full-codes, 0.845 for blocks, and 0.915 for ICD-10 chapters, again attesting to the good predictive accuracy of the proposed neural architecture. 4.3. Results when considering the prediction of common causes of death The most common causes of death ...
Approaches based on classification methods are founded on the generalization of patterns from instances, applying supervised learning algorithms. For example, [20] have used Gated Recurrent Units (GRUs) models to train the ICD-10 for Portuguese death certificates. In the CLEF eHealth MIE 2017, [21...
ICD-10: International Statistical Classification of Diseases, Tenth Revision ISHMT: International Shortlist for Hospital Morbidity Tabulation K: Kappa coefficient HIV: Human immunodeficiency virus RAD: Reactive airway disease IBD: Inflammatory bowel disease.References...
2019;10(1):1605282. https://doi.org/10.1080/20008198.2019.1605282. Article PubMed PubMed Central Google Scholar Elliott R, McKinnon A, Dixon C, Boyle A, Murphy F, Dahm T, Hitchcock C. Prevalence and predictive value of ICD-11 post-traumatic stress disorder and Complex PTSD diagnoses ...
Validation of ICD-10-CM Diagnostic Codes for Identifying Patients with ST-Elevation and Non-ST-Elevation Myocardial Infarction in a National Health Insurance Claims Database Tou-Yuan Tsai, Jen-Feng Lin, Yu-Kang Tu, Jian-Heng Lee, Yu-Ting Hsiao, Sheng-Feng Sung & show all Pages 102...
2022;10. Jankowski KF, Pfeifer JH. Self-conscious emotion processing in autistic adolescents: over-reliance on learned social rules during tasks with heightened perspective-taking demands may serve as compensatory strategy for less reflexive mentalizing. J Autism Dev Disord. 2021;51:3514–32. PubMed...
当记数器达到6时,ICD即判断节律为房颤(记数器最大为10)。一旦满足,会一直保留直到小于5。 NSR:正常窦律;ST:窦速 - Regularity analysis helps to determine that the V-V intervals are either regular or irregular. It considers regular rhythms VT and irregular rhythms irregularly conducted atrial ...
Negative predictive value PPV: Positive predictive value N/A: Not available SEN: Sensitivity SPEC: Specificity ICD-10: International Classification of Diseases, Tenth Revision ICD-8: International Classification of Diseases, Eighth Revision CPT: Current procedural technology AIDS: Acquired immu...
Clearly, the development and validation of similar algorithms for ICD-10 would represent a contribution to the field of health services research, at a time when much of the world is shifting to ICD-10 coding for hospital discharges. The State of Victoria, Australia, has maintained administrative...