Purpose: The goal of blood bank audit is to continuously improve services to the patients by reducing rework, wastage, and inappropriate care.This can be done by establishing certain quality indicators.The rate of discarded blood and its Diabetes Monitoring - Lancets and Lancing Devices components due to wastage, expiry, and transfusion-transmitted
Preimplantation genetic diagnosis (PGD) is a clinically feasible technology to prevent the transmission of monogenic inherited disorders in families afflicted the diseases to the future offsprings.The major technical hurdle is it does not have a general formula for all mutations, thus different gene locus needs individualized, customized design to
This study addresses patient unpunctuality, a major concern affecting patient waiting time, resource utilization, and quality of care.We develop and compare four machine learning models, including multinomial logistic regression, decision tree, random forest, and artificial neural network, to accurately predict patient arrival patterns and aid effi
Ethnic Chinese Equipment is an ethnic group that has long been part of the people of Bangka Island.The harmonious relationship between the ethnic Chinese and the indigenous population shows that the habituation process is going well so that their existence is accepted as a social reality.This study uses descriptive qualitative methods to collect da