Julia Bohman
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View article: Deep Learning Treatment Recommendations for Patients Diagnosed with Non-Metastatic Castration-Resistant Prostate Cancer Receiving Androgen Deprivation Treatment
Deep Learning Treatment Recommendations for Patients Diagnosed with Non-Metastatic Castration-Resistant Prostate Cancer Receiving Androgen Deprivation Treatment Open
Background: Prostate cancer (PC) is the second leading cause of cancer-related death in men in the United States. A subset of patients develops non-metastatic, castration-resistant PC (nmCRPC), for which management requires a personalized …
View article: 2284. SARS-CoV-2 Transmission in Utah Nursing Homes
2284. SARS-CoV-2 Transmission in Utah Nursing Homes Open
Background The goal of this study was to apply a dynamic modeling approach to assess the impact of COVID-19 control measures in nursing homes. Utah's strategy for COVID control in nursing homes included serial point prevalence surveys, tri…
View article: 1067. Predicting next 7-day Discharges of Hospitalized COVID-19 Patients Using Ensemble Learning
1067. Predicting next 7-day Discharges of Hospitalized COVID-19 Patients Using Ensemble Learning Open
Background COVID-19 pandemic, especially during resurgences of cases in hard-hit areas, led to significant shortage of hospital beds. Such shortages may be alleviated through timely and effective forecasting of hospital discharges. The obj…