Predictive Performance of Comorbidity Measures from ICD-9 and ICD-10-CA in Population-Based Diabetes CohortsLisa M. LixJacqueline QuailOpeyemi FadahunsiGary F. Teare
we assessed the performance of the final PetBERT-ICD model on an additional evaluation set created using the same 20 binary classification models. A high degree of agreement between the multi-label classifier and the 20 binary classifiers
classifiers.Theproposedmethodoutperformedallthebaselinemodelsintermsofpredictiveaccuracy.DiscussionTheproposedmethodshowsgreatpotentialinimprovingtheefficiencyandaccuracyofautomaticICDcodingofclinicalrecords.TheresultsshowthatthecombinationofCNNsandRNNscaneffectivelyextractinformativefeaturesfromclinicaltextandimprovetheperformanceof...
Following this, Goldberg et al., (2017) used data from 1,488 primary care patients from four different countries, and receiver operating characteristic curves were used to test the predictive utility of the scales using diagnosis based on the Clinical Interview Schedule-Revised (Lewis & Pelosi, ...
"In this rapidly growing digital space of healthcare, the IT staff has to look at the relevancy of data, understand all sides of the business, identify what is important with digital information and work with third parties to drive performance," he said. "Healthcare organizations are not requ...
A separate code for fumigants is not available in ICD-10, and fumigant-related deaths after 1998 are likely placed in the “other and unspecified” category. View chapterPurchase book Read full chapter URL: https://www.sciencedirect.com/science/article/pii/B9780123743671000616 The Predictive ...
the truncation imposed little influence on the coding performance of roberta-mini . as for codiesp dataset, no clinical records need to be truncated. regarding both bert variants, the outputs from the last layer were used, which mainly consists of two parts. one is a feature vector for the ...
In addition, even if our results of operations, financial condition or liquidity, and events in the industry and markets in which we operate, are consistent with the forward-looking statements contained in this release, they may not be predictive of results or developments in future periods. Any...
ICD‐11diagnostic specificitypredictive validityThere exists a general consensus that prolonged grief disorder (PGD), or some variant of PGD, represents a ... PK Maciejewski,A Maercker,PA Boelen,... - 《World Psychiatry Official Journal of the World Psychiatric Association》 被引量: 48发表: 201...
Results:The presence of a single ICD-9-CM code had a positive predictive value of 88%for pneumonia and 86%for HSV.False positives (noncases)accounted for less than 10%of records evaluated for each condition. Conclusions:Our study demonstrates that ICD-9-CM codes for pneumonia and HSV were ...