We address the assignment of ICD-10 codes for causes of death by analyzing free-text descriptions in death certificates, together with the associated autopsy reports and clinical bulletins, from the Portuguese Ministry of Health. We leverage a deep neural network that combines word embeddings, ...
A cross-lingual approach based on the use of Machine Translation has been proposed to improve the behaviour of a supervised system for the automatic assignment of ICD-10 codes to death certificates. The main objective was to determine whether data from a collection written in one language could ...
The International Classification of Diseases, 10th Revision (ICD-10), is a global standard for classifying and coding mortality and morbidity data. The U.S. adopted ICD-10 for mortality coding on death certificates in 1999. Sixteen years later, the U.S. adopted ICD-10 for morbidity, but did...
The ICD-10 consists of: Tabular lists containing cause-of-death titles and codes (Volume 1) Inclusion and exclusion terms for cause-of-death titles (Volume 1) An alphabetical index to diseases and nature of injury, external causes of injury, table of drugs and chemicals (Volume 3) Descriptio...
這些準則乃植基於肇始死因( underlying cause of death)之觀念。 4.1.2 肇始死因Underlying Cause of Death 第六屆以十年為期的國際修訂研討會(6th Decennial International Revision Conference)中,與會者均一致同意死因的基本表列應該標示出死亡的肇始死因。 站在死亡預防的立場,肇始病因鏈(chains of events;即病況...
[17]DUARTEF,MARTINSB,PINTO SC,etal.Deepneu- ralmodelsforICD-10codingofdeathcertificatesandau- topsyreportsinfree-text[J].J BiomedInform,2018: 8064-8077. [18]LIM,FEIZ,ZENG M,etal.Automatedicd-9codingvia adeeplearningapproach[J].IEEE/ACM TransComput BiolBioinform,2019,16(4):1193-1202. [19...
However, death certificates commonly lack details such as disease stages for chronic kidney disease stage 3a (GB61.2) and stage 3b (GB61.3) so that more ICD-11 codes were selected than ICD-10 codes for the same certificates. For a seamless transition, the WHO has developed mapping tools for...
Methods We applied the World Health Organization (WHO) mapping tables to current Centers for Disease Control and Prevention (CDC) Lists of ICD-10 coding of underlying causes of death to assess what ICD-11 codes look like in an Alberta sample of causes of death...
ICD-10 Version:2010?Certain infectious and parasitic diseases???Neoplasms???Diseases of the blood and blood-forming organs and certain disorders involving the immune mechanism???Endocrine, nutritional and metabolic diseases???Mental and behavioural disorders???Diseases of the nervous system???Diseases...
International Classification of Diseases (ICD), in medicine, diagnostic tool that is used to classify and monitor causes of injury and death and that maintains information for health analyses, such as the study of mortality (death) and morbidity (illness