Application of Machine Learning to Predict COVID-19 Spread via an Optimized BPSO Model.

During the pandemic of the coronavirus disease (COVID-19), statistics showed that the number of affected cases differed from one country to another and also from one city to another. Therefore, in this paper, we provide an enhanced model for predicting COVID-19 samples in different regions of Saudi Arabia (high-altitude and sea-level areas). The model is developed using several stages and was successfully trained and tested using two datasets that were collected from Taif city (high-altitude area) and Jeddah city (sea-level area) in Saudi Arabia.

Preoperative Clinical Prediction of Parathyroid Carcinoma: Two Rare Case Presentations and a Review of Literature.

BACKGROUND Parathyroid carcinoma represents about 0.005% of all malignancies and accounts for less than 1% of primary hyperparathyroidism cases. Precise preoperative diagnosis of parathyroid carcinoma is challenging, and it is usually diagnosed postoperatively by histological examination.

Coexistence of Oncocytic (Hürthle cell) carcinoma with foci of anaplastic carcinoma and a metastasizing papillary carcinoma in one thyroid gland: Rare case report.

Introduction And Importance: Anaplastic thyroid cancer is considered one of the most fatal aggressive malignancies with a survival duration estimated in months. When compared to anaplastic thyroid cancer, a well-differentiated thyroid tumor has a better prognosis and a longer survival duration even if it metastasized. Left untreated, the transformation of well-differentiated thyroid carcinoma to aggressive anaplastic malignancy has been considered one of the most devastating complications.

Association of allergic rhinitis with hypothyroidism, asthma, and chronic sinusitis: clinical and radiological features.

Background: Allergic rhinitis (AR) is characterized by mucosal inflammation that leads to a variety of symptoms, such as nasal congestion, rhinorrhea, and sneezing. This rhinitis is triggered by inhalation of allergens, such as pollen, and this condition has a negative impact on the quality of life. AR was shown to be associated with a number of co-morbidities, including hypothyroidism, asthma, and chronic sinusitis.

Clinical and Laboratory Findings of COVID-19 in High-Altitude Inhabitants of Saudi Arabia.

SARS-CoV-2, the causative agent of COVID-19, continues to cause a worldwide pandemic, with more than 147 million being affected globally as of this writing. People's responses to COVID-19 range from asymptomatic to severe, and the disease is sometimes fatal. Its severity is affected by different factors and comorbidities of the infected patients.

A case report and literature review of heterotopic mesenteric ossification.

Introduction And Importance: Heterotopic mesenteric ossification is a benign bony tissue growth in the mesentery that mostly follows repetitive or severe abdominal injuries leading to reactive bone formation in the mesentery. There are only 73 cases (51 publications) identified in the literature up to the beginning of 2020.

Case Presentation: 45-year-old Saudi male underwent multiple laparotomies to manage complicated appendicitis which ended with a diverting ileostomy and a colostomy as a mucus fistula.

Two parathyroid adenomas in a Saudi female on hemodialysis diagnosed with tertiary hyperparathyroidism: a case report.

A case of a 51-year-old female on hemodialysis 3 times per week for the past seven years was admitted to the endocrine surgery department on July of 2018 in Al-Hada Armed Forces hospital in Taif city, Saudi Arabia. Presented with complains of bone ache in her hip and lower limbs. Her labs showed that parathyroid hormone (PTH) has reached 4,267.

Scintigraphy evaluation of hyperthyroidism and its correlation with clinical and biochemical profiles.

Objective: Hyperthyroidism is the excessive synthesis of thyroid hormones. Thyroid uptake scans and ultrasonography provide an accurate diagnosis of hyperthyroidism, especially when thyroid receptor antibody (TRAb) measurement is not readily available. This study explored the prevalence of various hyperthyroidism causes using retrospective scintigraphy results and evaluated their relationship with clinical, biochemical, and sonographic imaging parameters from patients who underwent Tc-pertechnetate thyroid scans between 2016 and 2019 in Taif, Saudi Arabia, where literature is insufficient.