Objective To test the hypothesis that backward crawling and forward crawling share similar inter-joint coordination patterns,thus providing potential evidence for the application of backward crawling in rehabilitation training.Methods The acceleration signals in the X,Y,and Z directions for 9 joints(including bilateral wrists,elbows,shoulders,knees,and hips)in 9 volunteers during forward and backward crawling were collected using a custom signal acquisition system,and the pressure signals were also recorded when the palms contacted the ground.The collected acceleration signals were preprocessed,segmented into cycles,and vectorized.Based on the pressure signals,a single crawling cycle was divided into support phase and swing phase.In addition,principal component analysis was applied to extract inter-joint coordination in limbs at various scales(sagittal,coronal,and transverse planes).Pearson correlation coefficients of inter-joint coordination patterns were compared between forward and backward crawling in support period,swing period,and full cycle.Results The correlation coefficients for coordination patterns in the full cycle at the transverse plane scale were 0.813 5(PC1)and 0.837 5(PC2),and the correlation coefficient of the support period PC2 was 0.901 8.At the sagittal plane scale,the correlation coefficient of the support period PC1 was 0.948 5.Conclusion The study provides preliminary evidence that limb motion coordination patterns during backward crawling are similar to those observed during forward crawling.Future research will further explore the effects of backward crawling on functional rehabilitation in individuals with motor impairments.

How to effectively reduce the size of infant pose estimation network models is a key issue restricting the"home-use"of infant pose estimation technology. Therefore,a lightweight method for infant pose estimation in home scenarios is proposed. The method takes the lightweight network MobileNetV3 as the encoding backbone and utilizesa PixelShuffle up-sampling module in the decoder for reducing the quantity of model parameters. Meanwhile,coordinate attention mechanism is used to better capture location information and channel feature information,highlighting the feature information of small targets and occluded human keypoints. Besides,the parallel cross-correlation convolution is further modified to enhance the capability of feature information extraction. The method's performance is verified on the general pose estimation dataset (COCO) and the dedicated infant pose estimation dataset (SyRIP). The results show that,with a calculation volume (GFLOPs) of only 0.96,the method achieves average accuracies of 73.5％ and 91.0％ on COCO and SyRIP datasets,respectively,proving that it can significantly reduce the quantity of model parameters and calculation volume without sacrificing pose estimation accuracy. The proposed lightweight estimation model is expected to be deployed on home appliances such as smart terminals,thereby realizing intelligent estimation of abnormal infant poses in home scenarios.

Objective To test the hypothesis that backward crawling and forward crawling share similar inter-joint coordination patterns,thus providing potential evidence for the application of backward crawling in rehabilitation training.Methods The acceleration signals in the X,Y,and Z directions for 9 joints(including bilateral wrists,elbows,shoulders,knees,and hips)in 9 volunteers during forward and backward crawling were collected using a custom signal acquisition system,and the pressure signals were also recorded when the palms contacted the ground.The collected acceleration signals were preprocessed,segmented into cycles,and vectorized.Based on the pressure signals,a single crawling cycle was divided into support phase and swing phase.In addition,principal component analysis was applied to extract inter-joint coordination in limbs at various scales(sagittal,coronal,and transverse planes).Pearson correlation coefficients of inter-joint coordination patterns were compared between forward and backward crawling in support period,swing period,and full cycle.Results The correlation coefficients for coordination patterns in the full cycle at the transverse plane scale were 0.813 5(PC1)and 0.837 5(PC2),and the correlation coefficient of the support period PC2 was 0.901 8.At the sagittal plane scale,the correlation coefficient of the support period PC1 was 0.948 5.Conclusion The study provides preliminary evidence that limb motion coordination patterns during backward crawling are similar to those observed during forward crawling.Future research will further explore the effects of backward crawling on functional rehabilitation in individuals with motor impairments.

How to effectively reduce the size of infant pose estimation network models is a key issue restricting the"home-use"of infant pose estimation technology. Therefore,a lightweight method for infant pose estimation in home scenarios is proposed. The method takes the lightweight network MobileNetV3 as the encoding backbone and utilizesa PixelShuffle up-sampling module in the decoder for reducing the quantity of model parameters. Meanwhile,coordinate attention mechanism is used to better capture location information and channel feature information,highlighting the feature information of small targets and occluded human keypoints. Besides,the parallel cross-correlation convolution is further modified to enhance the capability of feature information extraction. The method's performance is verified on the general pose estimation dataset (COCO) and the dedicated infant pose estimation dataset (SyRIP). The results show that,with a calculation volume (GFLOPs) of only 0.96,the method achieves average accuracies of 73.5％ and 91.0％ on COCO and SyRIP datasets,respectively,proving that it can significantly reduce the quantity of model parameters and calculation volume without sacrificing pose estimation accuracy. The proposed lightweight estimation model is expected to be deployed on home appliances such as smart terminals,thereby realizing intelligent estimation of abnormal infant poses in home scenarios.

Objective:To explore the safety and efficacy of ureteroscopy-assisted laparoscopic ureteroplasty in the healthy side-lying running position for the treatment of ureteral stenosis after pelvic surgery.Methods:The data of 92 patients with ureteral stenosis after surgery admitted to Ganzhou People’s Hospital from June 2017 to February 2023 were retrospectively analysed. There were 31 male patients and 61 female patients, with an average age of (46.4±23.3) years. Of the 92 patients, 53 patients had previously undergone stone fragmentation or stone retrieval surgery for urinary system stones, 35 patients had undergone gynecologic laparoscopic surgery for gynecologic diseases, 2 patients had previous intestinal surgery, and 2 patients had undergone laparoscopic ureteral reconstruction surgery. The mean preoperative serum creatinine was (120.33±16.52) μmol/L, the mean blood urea nitrogen was (14.28 ± 2.47) mmol/L, and the mean renal pelvis dilation was (3.23±2.47) cm. All patients were placed in healthy side-lying running position with general anesthesia. The patient's lower limbs were in the oblique supine position, and the angle of the lower limbs was 60-80°. By using a transabdominal approach, the narrow section of the ureter was mobilized and excised under the guidance of ureteroscopy. The posterior wall of the ureter was sutured and a zebra guidewire was placed into the renal pelvis. An F7 double-J stent was then retrogradely advanced over the guidewire. Then the anterior wall of the ureter was anastomosed to complete the surgery. The operation time, average length of hospital stay, perioperative complications, preoperative and postoperative pyelectasis and renal function changes were recorded, and the clinical efficacy were evaluated by comparative analysis.Results:Of the 92 patients, 90 patients were successfully treated with ureterovesical anastomosis. Two patients underwent ureterovesical reimplantation because of the low position and heavy adhesion of the stenosis segment. There were no cases of conversion to open surgery or intraoperative death. The mean surgery duration was (121.52±22.35) min, the mean drainage tube indwelling time was (3.16±1.23) d, and the mean hospital stay was (6.46±2.37) d. A patient with moderate hydronephrosis exhibited postoperative urinary leakage. Two patients developed symptoms of hematuria after ambulation. Following treatment with bed rest, adequate drainage, and appropriate hemostatic medication, all patients recovered smoothly and were discharged. The double J tube was removed 3 months after operation, and the CT reexamination after extubation showed that the degree of pyelectasis was (2.52±1.54) cm, the average serum creatinine was (89.64±15.21) μmol/L, and urea nitrogen was (9.42±1.36) mmol/L, which was all significantly different from that before operation ( P<0.05). The patients were followed up for 6 to 12 months, and there was no ureteral restenosis. Conclusions:Ureteroscopic-assisted laparoscopic ureteroplasty in the healthy side-lying running position is a safe and effective surgical method for the treatment of short segment (narrow segment <3 cm) ureteral cicatrix stenosis after surgery. And this surgical method has the advantages of accurate positioning of the narrow segment, safe and convenient ureteral free, exact ureteral anastomosis, and easy placement of double J tube.

Crawling is a significant sign of gross motor development in infants,and also an important means of rehabilitation training for patients with motor disorders.The accurate measurement of the motion state during human crawling is essential for evaluating the gross motor developmental process in infants and the rehabilitation outcome of patients with motor disorders.In recent years,many studies have attempted to quantitatively evaluate the motion state by detecting physiological signals during human crawling,but there is a lack of overview on human crawling motion signal acquisition and processing.Herein the detection and processing methods for motion signals during human crawling and relevant researches are reviewed.The mainstream methods for detecting motion signals during human crawling are introduced from the perspectives of inertial sensors,pressure sensors,and surface electromyography.Then,the signal processing and analysis such as periodic segmentation,kinematic analysis,and dynamic analysis in human crawling are summarized.Based on the theory of motion coordination,the research advances in joint synergy and muscle synergy during human crawling are elaborated.Finally,the current problems and future development directions of motion analysis for human crawling are discussed.

Objective:To study the incidences of complications in twins with birth weight discordance (BWD) during hospitalization.Methods:From January 2011 to December 2020, twins born in the Department of Obstetrics and hospitalized in NICU of our hospital were retrospectively studied. Twins with BWD>15% were assigned into BWDT group and BWD≤15% into twins with birth weight concordant (BWCT) group. Complications during hospitalization were compared between the two groups.Results:A total of 1 546 pairs of twins were enrolled, including 486 (31.4%) in BWDT group and 1 060 (68.6%) in BWCT group. Compared with BWCT group, BWDT group had significantly higher incidences of pulmonary surfactant (PS) utilization (47.7% vs. 42.2%), continuous positive airway pressure ≥ 24 h (40.5% vs. 35.0%), high-flow nasal cannula ≥ 24 h (22.8% vs. 16.3%), neonatal respiratory distress syndrome (52.9% vs. 47.1%), bronchopulmonary dysplasia (BPD) (15.6% vs. 11.1%), persistent pulmonary hypertension of the newborn (3.1% vs. 1.4%) and anemia (79.6% vs. 70.1%) (all P<0.05). After adjusting for confounding factors, the risks of pulmonary hemorrhage ( OR=2.036, 95% CI 1.119-3.703, P=0.020) and BPD ( OR=2.960, 95% CI 1.656-5.219, P=0.010) in BWDT group were higher than BWCT group. Conclusions:BWD twins has higher incidences of complications during hospitalization than BWC twins.

Objective:To investigate the clinical utility of intracavitary electrocardiogram (IC-ECG) localization technique in locating the tip of umbilical venous catheterization (UVC).Methods:From April 2020 to March 2021, premature infants admitted to the Department of Neonatology of the Third Affiliated Hospital of Guangzhou Medical University and received UVC were collected for a prospective study. According to whether IC-ECG was used to determine the position of umbilical vein catheter tip during catheterization, they were divided into IC-ECG group and control group. The differences of catheterization success rate, total incidence of catheter-related complications were compared between the two groups. The relationship between characteristic P waves and the position of the catheter tip in the IC-ECG group was also analyzed.Results:A total of 104 premature infants were enrolled, including 52 cases in IC-ECG group and 52 cases in control group. The catheter placement accuracy rate of the IC-ECG group was higher than that of the control group (53.8% vs. 28.8%, P<0.05). There was no statistically significant difference of the total incidence of catheter-related complications between the two groups ( P>0.05). Among the 40 cases with characteristic P wave changes in the IC-ECG group, 21 cases had normal P wave, of which 13 cases (61.9%) were with the correct position. And 19 cases had low-amplitude bimodal P waves, of which 15 cases (78.9%) were with the correct position. There was no statistically significant difference of the exact position rate of the catheter tips between the two types of P waves ( P>0.05). Conclusions:The use of IC-ECG localization technique in the process of catheterization of umbilical vein can increase the exact position rate of catheterization. Furthermore, when IC-ECG monitoring shows characteristic P wave changes to normal P wave or low-amplitude bimodal P wave, the tip of the UVC catheter may be located accurately.

Objective:To evaluate the dose calculation accuracy of cone-beam CT (CBCT) image by actual measurement method.Methods:CBCT images of 60 patients in the Second Affiliated Hospital of Soochow University from September, 2021 to May, 2022 were retrospectively analyzed. CBCT images of full-fan and half-fan scanning of the head, half-fan scanning of the chest and pelvis were obtained by the Varian OBI system. Hounsfield unit - electron density (HU-ED) curves corresponding to the scanning conditions were established with CIRS electron density phantom. The radiotherapy plans were designed on the CBCT images, and the dose calculation results of the detection point were compared with the ionization chamber measurement results to analyze the dose error. Then, three-dimensional dose verification system was adopted to detect the accuracy of the CBCT image radiotherapy plans implementation process in 60 patients, and the accuracy of dose calculation was verified according to the D 99%, D mean, D 1% of target volume, D mean and D 1% of organs at risk (OAR), and the γ pass rate. Results:In point dose detection in phantom, the dose calculation errors of CBCT images in the above four scanning patterns were -1.06%±0.87%、-1.67%±0.86%, 0.91%±0.73%, -1.54%±0.90%, respectively. In dosimetric verification based on patients' CBCT image treatment plan, the mean difference of D mean, D 99%, and D 1% of planning target volume (PTV) in all scanning modes were not higher than 2%, and the D mean and D 1% differences of other OAR were not higher than 3%, except for the lens of patients in the head. The average γ values of target volume and OAR were less than 0.5 under the criteria of 3%/2 mm. Conclusions:Under the condition of correctly establishing HU-ED curves, intensity-modulated radiation therapy (IMRT) / volumetric-modulated arc therapy (VMAT) planning based on CBCT images can be employed to estimate and monitor the actual dose to target volume and OAR in adaptive radiotherapy. Full-fan scanning patterns can further improve the accuracy of dose calculation for the head of patients.

Objective:To investigate the effect of peripheral plus ring size and its potential associations with pupil diameter (PD) on axial length (AL) elongation in myopic patients after wearing orthokeratology lenses.Methods:A case-control study was conducted.One hundred eyes from 100 myopic patients who underwent orthokeratolokgy lenses fitting were enrolled at Beijing Ming Vision and Ophthalmology from January to June 2020.AL and central corneal thickness (CCT) measurements were obtained using Lenstar LS900 ocular biometry, and steep keratometry (Ks), flat keratometry (Kf) were assessed using the TMS-4 corneal topographer.The patients were divided into larger peripheral plus ring diameter (LPPRD) group consisting of 55 eyes with PD0.05). There was no significant difference in PD at different time points before and after wearing orthokeratology lenses between the two groups ( Fgroup=1.133, P=0.293; Ftime=231.427, P=0.112). Conclusions:The size of peripheral plus ring and its relationship with PD are key factors influencing the AL elongation rate in myopic patients after wearing orthokeratology lenses.With smaller PPRD, patients have slower AL elongation and better myopia control.