035) were more frequently seen at a younger age. Interestingly, these associations were not significant in non-Saudi patients. Although, the current findings might help future studies to identify variables that could lead to better management of breast cancer in this region; however, a wider investigation including other centers in the eastern province is needed. Although, the current findings might help future studies to identify variables that could lead to better management of breast cancer in this region; however, a wider investigation including other centers in the eastern province is needed. To differentiate squamous cell hyperplasia (SCH) (benign) from squamous cell carcinoma (SCC) malignant) using textural features extracted from CT images and thereby, facilitate the preoperative medical diagnosis and treatment of throat cancers without the need for sample biopsies. In total, 100 throat cancer patients were selected for this retrospective study. The cases were collected from the Second Hospital of Jilin University, Changchun, China, from June 2017 to January 2019. The patients were separated into a training and validation cohort consisting of 70 and 30 cases, respectively. The Artificial Intelligence Kit software (A.K. software) was used to extract the radiomics features from the CT images. These features were further processed using the minimum redundancy maximum relevance (mRMR) and least absolute shrinkage and selection operator (LASSO) methods to obtain a subset of optimal features. The radiomics model was validated based on area-under-the-curve (AUC) values, accuracy, specificity, and sensitivity using the R-studio software. The diagnostic accuracy, specificity, PPV, NPV, and AUC values obtained for the training cohort was 0.91, 0.9, 0.93, 0.9, and 0.96 CT angiography (CTA), 0.93, 0.93, 0.95, 0.90, and 0.96 computed tomography normal (CTN), and 0.92, 0.87, 0.91, 0.96, and 0.96 CT venogram (CTV). These values were subsequently confirmed in the validation cohort. The radiomics-based prediction model proposed in this study successfully differentiated between SCH and SCC throat cancers using CT imaging, thereby facilitating the development of accurate preoperative diagnosis based on specific biomarkers and cancer phenotypes. The radiomics-based prediction model proposed in this study successfully differentiated between SCH and SCC throat cancers using CT imaging, thereby facilitating the development of accurate preoperative diagnosis based on specific biomarkers and cancer phenotypes. To review the patterns and outcomes of pediatric thoracic penetrating injuries in a level one trauma center. Retrospective chart review of pediatric patients who presented to the King Abdulaziz Medical City Emergency Department (KAMC-ED), Riyadh, Saudi Arabia with thoracic penetrating injury from 2001 to 2016. Eighty-nine patients had a penetrating injury to the thorax were identified. The mean age was 15.5 ± 3.6 years. The mean length of hospital stay was 3.87 ± 5 days. The most common cause was stabbing followed by gunshot. Isolated injury to the thorax was seen in 58 patients. The most common injuries sustained were pneumothorax and hemothorax. In the ED, tube thoracostomy was required in 65 patients, endotracheal intubation in 12, blood transfusion in 14, massive blood transfusion in one, pericardiocentesis in one, and ED thoracotomy in 2. Only 15 patients required surgical intervention. The overall mortality rate was 3.4%. Death was mainly caused by associated injuries to the heart, aorta and/or inferior vena cava. Thoracic injuries represent 25% of the overall penetrating traumas in pediatric age group. Most sustained injuries can be safely managed non-operatively, with a favorable outcome. Prompt resuscitation and intervention are required to identify and manage life-threatening injuries. Thoracic injuries represent 25% of the overall penetrating traumas in pediatric age group. Most sustained injuries can be safely managed non-operatively, with a favorable outcome. https://www.selleckchem.com/products/tertiapin-q.html Prompt resuscitation and intervention are required to identify and manage life-threatening injuries. To assess and age stratify the types and frequencies of endometrial pathologies in Saudi women with abnormal uterine bleeding (AUB) that underwent endometrial biopsies, at our hospital over a 13-year period. In a retrospective study, from 2006 to 2018, all endometrial biopsies from Saudi women with AUB, reported at the laboratory of King Saud University-Medical City, Riyadh, Saudi Arabia, were revisited and analyzed. The women were categorized into <40, between 40-55 and >55 years of age. We analyzed 6458 biopsies. In <40 and 40-55 years' groups cyclical endometrium was most common followed by endometrial polyps and disordered proliferative endometrium. In the >55 years' group, atrophic endometrium was most common followed by endometrial polyps. The hyperplasias and malignancies together accounted for 7.2% of the study, majority in the >55 years' group. Simple hyperplasia without atypia was the most common (3.9%), followed by malignancies (1.9%), complex atypical hyperplasia (0.7%), complex hyperplasia without atypia (0.4%), and simple atypical hyperplasia (0.3%). Awareness of the probable spectrum of endometrial histopathologies in the various ages is useful in guiding management. Endometrial biopsies are valuable in early detection of precancerous and cancerous endometrial lesions especially in women over 40 years. Awareness of the probable spectrum of endometrial histopathologies in the various ages is useful in guiding management. Endometrial biopsies are valuable in early detection of precancerous and cancerous endometrial lesions especially in women over 40 years. To investigate the effects of low-flow anesthesia on hemodynamic parameters and recovery from anesthesia in obese individuals undergoing laparoscopic surgery. This randomized-controlled and prospective study included 44 obese patients who underwent laparoscopic sleeve gastrectomy operation. The patients were randomly allocated into 2 groups as low-flow and high-flow anesthesia. Further, the groups compared in terms of hemodynamic parameters, anesthesia recovery times, operation times, and arterial blood gas parameters. The groups were similar with respect to demographic data. Heart rate, peripheral oxygen saturation, arterial blood pressure measurements, end-tidal, and CO , lactate levels measurements were similar in both groups during the entire procedure. There was also no statistically significant difference in terms of arterial blood gas parameters or anesthesia recovery periods. Low-flow anesthesia in laparoscopic obesity surgery seems to be safer compared to high-flow anesthesia in terms of the adequacy of tissue perfusion, depth of anesthesia, and postoperative recovery.