(Peltz et al., 2016) PHIS data elements collected include: dates of service, patient demographics, payer status, International Classification of Diseases, Clinical Modification, Ninth revision (ICD9-CM) diagnosis codes, procedural codes, resource utilization (e.g. medications), discharge disposition, hospital characteristics, and ICD9-CM external cause of injury codes (E-codes).
This project was also notably successful in achieving goals of hardware simplicity, unobtrusiveness when used as a software library, complete originality of code, and utilization and production of solely open source software.
The second place team, who dubbed themselves "Working Solutions," offered ways to improve the collection, coding, and utilization of citizen-sourced 311 call data in order to reduce traffic accidents.
Second, we searched for members with SFHP claims data consistent with diabetes (ICD-9 codes for utilization and pharmacy claims for oral or injectable glycemic medications or glucose self-monitoring supplies).
The cardiovascular screening events take place in areas of common gathering within the identified zip codes with utilization of local media and cooperation with community leaders to advertise those events.
Data included patient demographics, postal codes, health services utilization, ICD-10 codes, therapies employed, along with other data relating to the financial transactions associated with the visit.
Participants' diagnostic (ICD9 codes) and health care utilization (inpatient, outpatient and emergency room encounters with corresponding dates, and medical insurance status) data were summarized by trained clinicians for the year prior to study enrollment and the subsequent 12-month period.
Verifications are made for both finite element code results and utilization of neural networks in the optimization process.
Harvested timber amounts were assigned to tree species or wood categories by means of a utilization code.
