We applied prespecified queries for admissions coded as follows: 1) elective, 2) receiving video-EEG monitoring, and 3) including diagnoses typically required by major US healthcare payers for EMU admission. Sensitivity (Sn), specificity (Sp), and predictive value positive/negative (PVP, PVN) ...
ICD-10 codes are the standard for reporting international morbidity and mortality figures. They are also used by many countries to code diagnosis information for healthcare encounters such as a visit to a doctor or an admission to the hospital. The codes can be found in many administrative datas...
However, those who primarily focus on Medicaid services in their area tend to dismiss the importance of the ICD 10 code. We consistently see these agencies doing coding internally by non-certified coders. Sometimes it's nurses who did the admission or better yet, another staff member such as ...
Identification of adverse drug events: the use of ICD-10 coded diagnoses in routine hospital data. BACKGROUND: Adverse drug events (ADE) are a common cause of hospital admission as well as a common complication of inpatient care. The current reporting sy... J Stausberg,J Hasford - 《Deuts...
Present on admission reporting guidelines. Narrative changes appear in bold text Items underlined have been moved within the guidelines since the FY 2014 version Italics are used to indicate revisions to heading changes The Centers for Medicare and Medicaid Services (CMS) and the National Center for...
(11.7) 105 (72.4) ≤3 (≤2%) 0 (0.0) 9 (6.2) 4 (2.8) 5 (3.4) ≤3 (≤2%) 6 (4.1) 6 (4.1) 5 (3.4) 0 (0.0) 10 (6.9) ≤3 (≤2%) 7 (4.8) Notes: Age was age at time of admission for acute pancreatitis identified by the case algorithm utilizing the national patient ...
A code from subcategory J96.0, Acute respiratory failure, or subcategory J96.2, Acute and chronic respiratory failure, may be assigned as a principal diagnosis when it is the condition established after study to be chiefly responsible for occasioning the admission to the hospital, and t...
The provider’s documentation of the number of weeks may be used to assign the appropriate code identifying the trimester. Whenever delivery occurs during the current admission, and there is an “in childbirth” option for the obstetric complication being coded, the “in childbirth” code sh...
and unstructured (doctor notes, admission and discharge details, medication steps etc.) documents, of which, latter is of great significance to apply natural language processing (NLP) techniques. In parallel, recent advancements in transfer learning for NLP has pushed the state-of-the-art to new...
MIMIC-IV contains information for each patient (257,000 distinct patients), namely the hospital stay, laboratory measurements, medication, and vital signs. It is composed by 524,000 admission records [26]. In this dataset, subject ID identifies a patient, while hadm ID identifies an admission ...