Using Machine Learning and Electronic Health Records to Identify Neuropsychiatric Risk Scores for Delirium in ICU and General Hospital Settings.

Objective: Delirium is a common and acute neuropsychiatric syndrome that requires timely intervention to prevent its associated morbidity and mortality. Yet, its diagnosis and symptoms are often overlooked due to its variable clinical presentation and fluctuating nature. Thus, in this study, we address the barriers to delirium diagnosis by utilizing a machine learning-based predictive algorithm for incident delirium that relies on archived electronic health records (EHRs) data.

The Role of Angiotensin Converting Enzyme 1 Insertion/Deletion Genetic Polymorphism in the Risk and Severity of COVID-19 Infection.

Individuals infected with the COVID-19 virus present with different symptoms of varying severity. In addition, not all individuals are infected despite exposure. Risk factors such as age, sex, and comorbidities play a major role in this variability; however, genetics may also be important in driving the differences in the incidence and prognosis of the disease.

Barriers, Attitudes and Clinical Approach of Lebanese Physicians Towards HPV Vaccination; A Cross- Sectional Study.

Objectives: HPV infection is associated with the development of cervical and oropharyngeal cancer. HPV vaccination prevents cervical cancer, but is still not part of Lebanon's routine vaccination schedule. As such, understanding physicians' practice towards HPV vaccination is essential.

Factors associated with Human Papilloma Virus (HPV) vaccine recommendation by physicians in Lebanon, a cross-sectional study.

Persistent Human Papilloma Virus (HPV) infection is associated with the development of cervical cancer, a leading cause of female death worldwide. In Lebanon, cervical cancer is the 6th most common cancer amongst girls and women aged 14-44 years. Cervical cancer is preventable through HPV vaccination; however, Lebanon does not include HPV vaccination in its national routine vaccination schedule.

ANTIPARASITIC ACTIVITY OF SILVER AND COPPER OXIDE NANOPARTICLES AGAINST ENTAMOEBA HISTOLYTICA AND CRYPTOSPORIDIUM PARVUM CYSTS.

Nanoparticles (NPs) have received more attention as antiparasitic agents. In the present study, silver and copper nanoparticles were synthesized and characterized using scanning electron microscopy (SEM), transmission electron microscope (TEM) and X-ray fluorescence (XRF). The antiparasitic activity of Ag and CuO nanoparticles were tested against two of the most environmentally spread parasites in Egypt (Entamoeba histolytica and Cryptosporidium parvum).

Imaging findings of radiation enteritis.

In this report the authors describe the imaging features of subacute and chronic radiation enteritis in two patients. Although surgery remains the definitive treatment of complicated chronic radiation enteritis, the potential role of interventional techniques that can be used for management of poor surgical candidates is discussed.