To describe the caries lesion transition pattern in permanent tooth surfaces over 2years among a convenience sample of children in a fluoridated (0.8ppm F) low-socioeconomic community of Brazil. One hundred forty-nine schoolchildren (7-12years) were examined for caries using Nyvad criteria at baseline and after 2years. Descriptive analysis was used to evaluate caries lesion transition patterns. Less than 1% of sound surfaces and non-cavitated caries lesions at baseline progressed to cavitation stage within 2years. 12.7% of the active non-cavitated (ANC) lesions became inactive, 34.7% regressed to sound, 48.0% remained active, and 4.6% progressed to cavitated/filled stages at follow-up. check details Similarly, 55.2% of the inactive non-cavitated (INC) lesions at baseline remained inactive, 33.3% regressed to sound, 8.0% progressed to cavitated/filled lesions, while only 3.5% progressed to ANC lesions. The caries lesion transition pattern in this child population exposed to water fluoride and fluoride toothpaste showed that a low proportion of sound surfaces and non-cavitated lesions progressed to cavitation within the 2-year follow-up. Caries arrest was mainly ascribed to a high proportion of active non-cavitated lesions regressing to sound or inactive lesions. Caries activity can be controlled by regular exposure to fluoridated water and fluoridated toothpaste.Caries activity can be controlled by regular exposure to fluoridated water and fluoridated toothpaste. Machine learning (ML) algorithm can improve risk prediction because ML can select features and segment continuous variables effectively unbiased. We generated a risk score model for mortality with ML algorithms in East-Asian patients with heart failure (HF). From the Korean Acute Heart Failure (KorAHF) registry, we used the data of 3683 patients with 27 continuous and 44 categorical variables. Grouped Lasso algorithm was used for the feature selection, and a novel continuous variable segmentation algorithm which is based on change-point analysis was developed for effectively segmenting the ranges of the continuous variables. Then, a risk score was assigned to each feature reflecting nonlinear relationship between features and survival times, and an integer score of maximum 100 was calculated for each patient. During 3-year follow-up time, 32.8% patients died. Using grouped Lasso, we identified 15 highly significant independent clinical features. The calculated risk score of each patient ranged between 1 and 71 points with a median of 36 (interquartile range 27-45). The 3-year survival differed according to the quintiles of the risk score, being 80% and 17% in the 1st and 5th quintile, respectively. In addition, ML risk score had higher AUCs than MAGGIC-HF score to predict 1-year mortality (0.751 vs. 0.711, P < 0.001). In East-Asian patients with HF, a novel risk score model based on ML and the new continuous variable segmentation algorithm performs better for mortality prediction than conventional prediction models. Unique identifier INCT01389843 https//clinicaltrials.gov/ct2/show/NCT01389843 .Unique identifier INCT01389843 https//clinicaltrials.gov/ct2/show/NCT01389843 . This study aimed to investigate the effects of azithromycin suspension on oral mucositis in patients undergoing hematopoietic stem cell transplantation (HSCT). The study was designed as a single-blind randomized controlled trial in Taleghani medical center affiliated to Shahid Beheshti University of Medical Sciences Tehran Iran. Patients undergoing HSCT were randomly assigned to intervention or control groups. Azithromycin suspension was administered twice daily by gargling for 30s and swallowing, on the first day of chemotherapy for patients in the intervention group. Graded oral mucositis (OM) occurrence based on National Cancer Institute Common Toxicity Criteria (NCI-CTC) scale (grade 0 to 5) was considered the main outcome, and the Numerical Rating Scale (NRS0-10) measured the severity of OM symptoms. In a duration of 15months, 88 patients were randomly assigned and finally 70 patients were evaluable for study outcomes (randomized 11 to azithromycin versus no-azithromycin). The incidence and duration of the mucositis significantly improved in the intervention group compared to the control. Azithromycin use was consistent with a lower rate of dryness (P < 0.001), dysphagia (P < 0.001), and loss of sense of taste (P < 0.001). Also, in the intervention group, lower intensity of pain due to mucositis (P = 0.01) and lower duration of mucositis were observed (p = 0.045). No significant adverse drug reaction was observed in patients receiving azithromycin. Based on the result from this study, azithromycin suspension is an effective option in the prevention and treatment of chemotherapy-induced OM. Further study is needed to assess the effect of azithromycin and comparison with other therapeutic options. Iranian Registry of Clinical Trials IRCT201603093210N13.Iranian Registry of Clinical Trials IRCT201603093210N13. This study aims to describe the incidence, associated factors, etiology, and management of small bowel obstructions following laparoscopic Roux-en-Y gastric bypass (LRYGB). A retrospective analysis was conducted between January 15 and December 19 using the surgery database of our hospital. Included LRYGB patients were those that evolved with a prolonged length of stay; readmission; emergency room consult; and re-intervention due to small bowel obstruction (SBO) related symptoms with compatible radiological or intraoperative findings. The LRYGB technique implied an antecolic alimentary limb reconstruction and systematic closure of mesenteric defects. Descriptive and analytical statistics were carried out, using a parametric or non-parametric approach as needed. Nine hundred forty-one LRYGB were performed. 9.9% were revisional surgeries of patients with a laparoscopic sleeve gastrectomy. During the study period, 36 SBOs occurred, representing 3.8% of operated patients, with no mortality. 58.3% had successful non-operative management, while 41.7% required surgical exploration, of which 73.3% were treated laparoscopically and 20% needed conversion to open surgery. Etiologies of SBO were jejuno-jejunostomy (JJO) related stenosis (22, 61.1%), internal hernias (6, 16.7%), adherences (3, 8.3%), and other diagnoses (5, 13.9%). Regarding JJO stenosis and internal hernias, median time to diagnosis was 8days (IQR 7-11) and 12months (IQR 8.7-16) respectively. Previous sleeve gastrectomy, age, or sex was not associated to the incidence of small bowel obstruction. LRYGB is safe when performed by experienced surgeons. SBO due to internal hernias were scarce in this series. JJO stenosis could explain most cases of SBO; under this diagnosis, non-surgical management was successful frequently.LRYGB is safe when performed by experienced surgeons. SBO due to internal hernias were scarce in this series. JJO stenosis could explain most cases of SBO; under this diagnosis, non-surgical management was successful frequently.