Malaria Diagnosis by U.S. Providers on Short-term Medical Mission Trips to Uganda.

Malaria is one of the top 10 leading causes of death in Uganda. Short-term medical missions (STMMs) to address unmet medical needs in lower-resource settings are increasingly common. Th is study evaluates correlations between patient and clinician variables and accurate malaria diagnosis by providers on STMMs to Uganda.

An artificial intelligence approach to COVID-19 infection risk assessment in virtual visits: A case report.

Objective: In an effort to improve the efficiency of computer algorithms applied to screening for coronavirus disease 2019 (COVID-19) testing, we used natural language processing and artificial intelligence-based methods with unstructured patient data collected through telehealth visits.

Materials And Methods: After segmenting and parsing documents, we conducted analysis of overrepresented words in patient symptoms. We then developed a word embedding-based convolutional neural network for predicting COVID-19 test results based on patients' self-reported symptoms.

Hypersensitivity reaction after administration of rivaroxaban (Xarelto).

Little has been documented regarding hypersensitivity reactions with rivaroxaban or other factor Xa inhibitors. We report the development of a hypersensitivity reaction to rivaroxaban in a 64-year-old African American male patient who presented to the emergency department and was subsequently evaluated in dermatology consultation and follow-up. This case highlights the vigilance required by health care workers in recognizing potential adverse effects of newer anticoagulation therapy and in making medication changes where necessary.