Telemedicine Alert API Engine System for Vital Signs.

Telemedicine is used to assist and support remote medical care for patients. Our objective was to build up a REST Webservices alert engine that receives clinical parameters from patients of vital signs and basic laboratories to monitor patients remotely. We built a REST API using FHIR, so it can interoperate with other applications, send data to be processed, and receive a response.

Assessment of Mental Health Status and Its Association With Willingness to Take Vaccine Against COVID-19 Among the Students of Public and Private Universities in Bangladesh.

The study investigated mental health status of the students of public and private universities, their willingness to take vaccine against COVID-19, and its association with fear, anxiety, and depression. A cross-sectional electronic survey was conducted from July 26 to September 15, 2021, using a well-structured questionnaire among 504 university students. The average age of the participants was 22.

Rare earth elements in sands collected from Southern California sea beaches.

Rare earth elements (REEs) are considered the limiting resources for advancing clean technologies and electronics. Because global REEs reserve is limited, non-conventional and secondary sources are being investigated for recovery. Here, we investigated wet and dry sand from seven Southern California beaches for sixteen REEs.

Applying Deep Learning Model to Predict Diagnosis Code of Medical Records.

The International Classification of Diseases (ICD) code is a diagnostic classification standard that is frequently used as a referencing system in healthcare and insurance. However, it takes time and effort to find and use the right diagnosis code based on a patient's medical records. In response, deep learning (DL) methods have been developed to assist physicians in the ICD coding process.