Assessment of an Artificial Intelligence Mandibular Osteotomy Design System: A Retrospective Study.

BACKGROUND: In this study, an AI osteotomy software was developed to design the presurgical plan of mandibular angle osteotomy, which is followed by the comparison between the software-designed presurgical plan and the traditional manual presurgical plan, thus assessing the practicability of applying the AI osteotomy software in clinical practices. METHODS: (1) Develop an AI osteotomy software: design an algorithm based on convolutional neural networks capable of learning feature point and processing clustering segmentation; then, select 2296 cases of successful 3D mandibular angle osteotomy presurgical plans, followed by using those 2296 cases to train the deep learning algorithm; (2) compare the osteotomy presurgical plan of AI osteotomy software and that of manual: first step: randomly selecting 80 cases of typical female head 3D CTs, and designing those 80 cases by means of AI osteotomy software designing (group A) and manually designing (group B), respectively; second step: comparing several indexes of group A and those of group B, including the efficiency index (time from input original CT data to osteotomy presurgical plan output), the safety index (the minimum distance from the osteotomy plane to the mandibular canal), the symmetry indexes (bilateral difference of mandibular angle, mandibular ramus height and mandibular valgus angle) and aesthetic indexes (width ratio between middle and lower faces (M/L), mandibular angle and mandibular valgus angle). RESULTS: The efficiency index: the design time of group A is 1.768 ± 0.768 min and that of group B is 26.108 ± 1.137 min, with P = 0.000; the safety index: The minimum distances from the osteotomy plane to the mandibular canal are 3.908 ± 0.361mm and 3.651 ± 0.437mm, p = 0.117 in groups A and B, respectively; The symmetry indexes: Bilateral differences of mandibular angle are 1.824 ± 1.834° and 1.567 ± 1.059° in groups A and B, respectively, with P = 0.278; bilateral differences of mandibular ramus height are 2.083 ± 1.263 and 2.965 ± 1.433, respectively, with P = 0.119 in groups A and B; Aesthetic indexes: M/L in groups A and B is 1.364 ± 0.074 and 1.371 ± 0.067, respectively, with P = 0.793; mandibular angles in groups A and B are 127.724 ± 5.800° and 127.242 ± 5.545°, respectively, with P = 0.681; Valgus angles in groups A and B are 11.474 ± 5.380 and 9.743 ± 4.620, respectively, with P = 0.273. CONCLUSIONS: With high efficiency, as well as safety, symmetry and aesthetics equivalent to those of a manual design, the AI osteotomy software designing can be used as an alternative method for manual osteotomy designing. LEVEL OF EVIDENCE IV: This journal requires that authors assign a level of evidence to each article. For a full description of these Evidence-Based Medicine ratings, please refer to the Table of Contents or the online Instructions to Authors www.springer.com/00266.

A Meta-analysis-Based Assessment of Intense Pulsed Light for Treatment of Melasma.

BACKGROUND: A safe and effective treatment for melasma, an acquired refractory pigmented skin disease, remains a problem, although numerous clinical trials have explored the possibility of combined therapy involving intense pulsed light. To date, little is known regarding the efficacy of this treatment. The current study, therefore, sought to explore the effectiveness of intense pulsed light. METHODS: We used published studies from literature databases, based on established inclusion criteria, to calculate standardized mean differences (SMDs) and risk ratio (RRs), and evaluated the effectiveness of combined therapy with intense pulsed light in melasma patients. We performed data analysis using the Review Manager 5.3 software at 95% confidence interval. RESULTS: We obtained a total of 8 studies, involving 215 patients, from the databases and found a significant effect on efficacy following combined therapy with intense pulsed light. Specifically, the melasma area and severity index (MASI) score was significantly low (SMD = 0.61, CI [0.42, 0.80] P < 0.0001 for a fixed-effects model), while a four-point scoring scale self-assessment by patients was significantly high (RR = 1.44, CI [1.17, 1.76] P = 0.0004 for a fixed-effects model). CONCLUSION: Our meta-analysis showed that IPL-based combination therapy for melasma can effectively reduce the MASI score and result in higher satisfaction among patients, indicating an effective method for treatment of the condition. LEVEL OF EVIDENCE III: This journal requires that authors assign a level of evidence to each article. For a full description of these Evidence-Based Medicine ratings, please refer to the Table of Contents or the online Instructions to Authors www.springer.com/00266.

Multi­organ assessment via a 9.4­Tesla MRS evaluation of metabolites during the embryonic development of cleft palate induced by dexamethasone.

The aim of the present study was to determine the association between maternal metabolism and development of the fetal palate, and to suggest a potential non­invasive prenatal diagnostic method for fetal cleft palate (CP). Dexamethasone (DXM) was used to create a CP mouse model. A 9.4­Tesla (T) magnetic resonance spectroscopy (MRS) imager was used to measure an array of metabolites in the maternal serum, placental tissue, amniotic fluid and fetal palates. Multivariate statistical analysis was performed using SIMCA­P 14.1 software. Following DXM treatment, variations were detected in multiple metabolites in the female mice and their fetuses based on 9.4T MRS. It was indicated that in the experimental group during CP formation, leucine, valine, creatine, acetate and citrate levels in the palatal tissue were lower, whereas lactate, alanine, proline/inositol and glutamate­containing metabolite levels were higher, compared with the levels in the control group. In placental tissue and amniotic fluid, succinate and choline levels were lower in the experimental group. The relative concentrations of cholesterol and lipids in palatal tissues from mice treated with DXM were higher compared with the concentrations in tissues from mice in the control group, with the exception of (CH2)n lipids. In the placental tissue, the alteration in cholesterol level exhibited the opposite trend. Lipid levels for the different lipid forms varied and most of them were unsaturated lipids.

Rising Need for Health Education Among Renal Transplant Patients and Caregiving Competence in Care Providers.

BACKGROUND: Health education positively affects the efficacy of self-management and should be carried out according to the status of patients' needs, knowledge, and the competence of the primary caregivers. OBJECTIVES: This study was to investigate the needs of health education knowledge in transplant patients and the competence of the primary caregivers. METHODS: This is a cross-sectional study using a convenient sampling approach. Self-report questionnaires were applied to 351 renal transplantation patients and their primary caregivers. RESULTS: Three-hundred nine valid questionnaires were included in the analysis. The intensive care unit environment, stress coping strategies, the operation procedure, anesthesia and adverse reactions, and hand hygiene were the 5 most poorly understood aspects in health education. Stress coping strategies, at-home self-monitoring of health, pulmonary infection prevention, dietary needs, and anesthesia and other adverse reactions were the top 5 health education needs. Decision and self-efficacy were the weakest caregiving competence. Significant positive correlations were observed between health education knowledge level and caregiving competence in the primary caregivers. Marriage, education level, career, expense reimbursement, and residence significantly contributed to the health education demand questionnaire model, whereas gender, age, ethnic group, education level, career, and expense reimbursement significantly contributed to health education knowledge questionnaire model ( P < .05). CONCLUSION: The renal transplant patients and their primary caregivers need health education on the intensive care unit environment, stress coping strategies, the operation procedure, and anesthesia and other adverse reactions. The primary caregivers need training in decision-making and self-efficacy.