This study explores two types of attention mechanisms across different model architectures. All models are evaluated on the publicly available MIMIC-III dataset using macro-F1, micro-F1, and precision ...

Diabetes included both type I and type II and was defined as any occurrence of International Classification of Diseases, Ninth Edition (ICD-9) diagnosis codes 250.xx, 357.2, 362.0x, or 366.41; ...

To effectively use administrative claims for healthcare research, clinical events must be inferred from coding data according to validated algorithms. In October 2015, the United States transitioned ...

ICD-9 codes 433.X1, 434, and V12.54 demonstrated high PPVs for identifying confirmed cerebral events across care settings. Codes recorded in both inpatient and outpatient settings had higher PPVs but ...

The International Classification of Diseases, Tenth Revision (ICD-10) is a classification system that was established and maintained by the World Health Organization (WHO) along with ten other ...