Jeremy M Webb, Shaheeda A Adusei, Yinong Wang, Naziya Samreen, Kalie Adler, Duane D Meixner, Robert T Fazzio, Mostafa Fatemi, Azra Alizad
Comparing deep learning-based automatic segmentation of breast masses to expert interobserver variability in ultrasound imaging
Computers in biology and medicine
determine patient hospital clinical characteristics associated length stay los total hospital charges total hospital costs cystic fibrosis cf hospital discharge records primary secondary diagnoses cf identified 2012 kids inpatient database kid consisting inpatient records ages 020 years 2012 national inpatient sample nis consisting inpatient records ages 21 databases part healthcare cost utilization project hcup patient demographics hospital characteristics clinical characteristics outcome measures kid nis utilized analyses univariate multivariate statistical analyses conducted using ibm spss statistics 240 total 3142 10258 cfrelated hospital discharges identified 2012 kid 2012 nis databases respectively among children mean sd los 979 1051 days mean hospital costs 2624923 4059281 adults mean los 854 842 days mean hospital costs 2160091 3199752 number procedures total comorbidities identified important predictors los total hospital charges total hospital costs datasets hospitalizations contribute significantly economic burden cf inpatient costs cf vary patient clinical hospital characteristics healthcare decision makers need utilize targeted approach different age groups reduce hospital admission rates overall economic burden cf