Browsing Biomedical and Health Informatics Electronic Theses (UMKC) by Thesis Advisor "Cheng, An-Lin"
Now showing items 1-4 of 4
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Bugs, Drugs and Data: Antibiotic Resistance, Prevalence and Prediction of Bug-Drug Mismatch using Electronic Health Records (EHR) Data
(2021)Bug-Drug Mismatch (BDM) occurrences are an important and modifiable category of inappropriate antibiotic therapy (IAAT) that increases adverse outcomes for patients and drives overall antibiotic resistance (AR). Surveillance ... -
Convolutional Neural Networks for Early Diagnosing of Breast Cancer
(2022)Due to the high demand for mammograms, radiologists are swamped with many patients' mammograms. Radiologists' workload has increased dramatically over the last 15 years during on-call hours. This rise is due to an increase ... -
Examination of postoperative outcomes following elective colorectal surgery
(2023)While a considerable amount of progress has been made on reducing poor postoperative outcomes following elective colon resection, including the design of a colectomy-specific Enhanced Recovery After Surgery (ERAS) program, ... -
Use of National Electronic Health Record (EHR) Data Warehouse to Identify Inappropriate HbA1c Orders for Sickle cell Disease Patients
(University of Missouri--Kansas City, 2018)The glycated Hemoglobin (HbA1c) test is one of the most important diagnostic and prognostic strategies for monitoring diabetes. However, the clinical utility of this test is questionable for sickle cell disease patients, ...