The data confirms that it is possible to estimate sex from the rib neck. To study the relationship between the pelvic external branches of the superior gluteal artery and the entry area of the S2 sacroiliac screw to provide the anatomical basis and technical reference for avoiding the superior gluteal artery injury during the clinical screw placement. CTA imaging of superior gluteal artery of 74 healthy adults (37 males and 37 females) was randomly selected. The safe bony entry area ('safe area' for abbreviation) of S2 sacroiliac screw in the standard lateral view of the pelvis three-dimensional reconstruction CT image was determined by the CT auxiliary measurement software. The relationship between the pelvic external branches of the superior gluteal artery and the safe area of S2 sacroiliac screw was observed, and the cases in which the artery intersected the safe area were counted. The distance between the safe area and the superior gluteal artery branches closest to it was measured for the cases in which the artery and the safe area did not intersect. 21 of the 74 cases rior branch and superficial branch of the superior gluteal artery is high during the process of S2 sacroiliac screw placement. Even if the screw entry point is located in the bony safe area, the absolute safety of screw placement cannot be guaranteed. We strongly suggest that a careful and thorough plan is needed before surgery. The risk of accidental injury of the deep superior branch and superficial branch of the superior gluteal artery is high during the process of S2 sacroiliac screw placement. Even if the screw entry point is located in the bony safe area, the absolute safety of screw placement cannot be guaranteed. We strongly suggest that a careful and thorough plan is needed before surgery. To evaluate the efficacy and safety of radiofrequency ablation (RFA) and new-generation microwave ablation (MWA) for the treatment of hepatocellular carcinoma (HCC). The propensity score matching method was applied to patients with HCC treated with MWA (93 patients) or RFA (156 patients) at a single institution from January 2014 to April 2020. The local tumor progression (LTP), intrahepatic distant recurrence (IDR), and recurrence-free survival (RFS) of the two matched therapies were analyzed using the Kaplan-Meier method. Cox proportional hazard models were used to identify risk factors for LTP and RFS. The therapeutic effects and complications of the two treatments were also compared. The LTP, IDR, and RFS of MWA and RFA were equivalent (LTP hazard ratio [HR] = 0.87; 95% confidence interval [95% CI] 0.36- 2.07; P = 0.746, IDR HR = 1.03; 95% CI 0.61-1.73; P = 0.890, RFS HR = 1.15; 95% CI 0.69-1.91; P = 0.566). Para-vessel lesions was the only risk factor for LTP, whereas age, previous treatment, Albumin-Bilirubin score, and tumor diameter were risk factors for RFS. On the other hand, the ablation time per nodule (6.79 ± 2.73 and 9.21 ± 4.90min; P = 0.008) and number of sessions per nodule required to achieve technical success (1.16 ± 0.39 and 1.34 ± 0.57; P = 0.009) were significantly lower in MWA than in RFA. The major complication rate of MWA and RFA was also equivalent. MWA and RFA have similar therapeutic effects and safety, although MWA has advantages over RFA regarding efficacy, including shorter ablation time and fewer sessions required. MWA and RFA have similar therapeutic effects and safety, although MWA has advantages over RFA regarding efficacy, including shorter ablation time and fewer sessions required. To assess the utility of a machine-learning approach for predicting liver function based on technetium-99m-galactosyl serum albumin ( Tc-GSA) single photon emission computed tomography (SPECT)/CT. One hundred twenty-eight patients underwent a Tc-GSA SPECT/CT-based liver function evaluation. All were classified into the low liver-damage or high liver-damage group. Four clinical (age, sex, background liver disease and histological type) and 8 quantitative Tc-GSA SPECT/CT features (receptor index [LHL15], clearance index [HH15], liver-SUVmax, liver-SUVmean, heart-SUVmax, metabolic volume of liver [MVL], total lesion GSA [TL-GSA, liver-SUVmean × MVL] and SUVmax ratio [liver-SUVmax/heart-SUVmax]) were obtained. https://www.selleckchem.com/products/pu-h71.html To predict high liver damage, a machine learning classification with features selection based on Gini impurity and principal component analysis (PCA) were performed using a support vector machine and a random forest (RF) with a five-fold cross-validation scheme. To overcome imbalanced data, stratified sampling was used. The ability to predict high liver damage was evaluated using a receiver operating characteristic (ROC) curve analysis. Four indices (LHL15, HH15, heart SUVmax and SUVmax ratio) yielded high areas under the ROC curves (AUCs) for predicting high liver damage (range 0.89-0.93). In a machine learning classification, the RF with selected features (heart SUVmax, SUVmax ratio, LHL15, HH15, and background liver disease) and PCA model yielded the best performance for predicting high liver damage (AUC = 0.956, sensitivity = 96.3%, specificity = 90.0%, accuracy = 91.4%). A machine-learning approach based on clinical and quantitative Tc-GSA SPECT/CT parameters might be useful for predicting liver function. A machine-learning approach based on clinical and quantitative 99mTc-GSA SPECT/CT parameters might be useful for predicting liver function.Postural control impairments have been reported in adults with autism spectrum disorders (ASD). Balance relies on the integration of multisensory cues, a process that requires attention. The purpose of this study was to determine if the influence of attention demands on sensory integration abilities relevant for balance partially contributes to postural control impairments in ASD. Young adults with ASD (N = 24) and neurotypical participants (N = 24) were exposed to sensory perturbations during standing. An established dual-task paradigm was used, requiring participants to maintain balance in these sensory challenging environments and to perform auditory information processing tasks (simple reaction time task and choice reaction time task). Balance was assessed using sway magnitude and sway speed, and attention demands were evaluated based on the response time in the auditory tasks. While young adults with ASD were able to maintain balance in destabilizing sensory conditions, they were more challenged (greater sway speed) than their neurotypical counterparts.