This paper reviews the published articles of recent years on the application of deep learning methods in automatic localization of acupoint, and summarizes it from 3 key links, i.e. the dataset construction, the neural network model design, and the accuracy evaluation of acupoint localization. The significant progress has been obtained in the field of deep learning for acupoint localization, but the scale of acupoint detection needs to be expanded and the precision, the generalization ability, and the real-time performance of the model be advanced. The future research should focus on the support of standardized datasets, and the integration of 3D modeling and multimodal data fusion, so as to increase the accuracy and strengthen the personalization of acupoint localization.
Deep Learning ; Acupuncture Points ; Humans ; Neural Networks, Computer

Objective To establish an online quantitative analysis model for moisture content assay of hydroxychloroquine sulfate particles by near infrared (NIR) spectroscopy. Methods The NIR spectra were collected in real time when the material particles were dried in the fluidized bed. Meanwhile the water content of the particles was measured with the standard moisture tester. The multiplicative signal correction (MSC) and first derivative followed by Karl Norris smoothing were used for spectra pretreatment. Two spectral range (4 935−5 336 cm⁻¹ and 6 911−7 297 cm⁻¹) were selected for the quantitative model with the partial least squares (PLS) regression. Results The quantitative calibration model had good correlation coefficients with Rc value=0.952 9 and Rp value=0.936 6. The root mean square error of calibration (RMSEC) was 0.408 and the root mean square error of prediction error (RMSEP) was 0.435. The ratio of standard deviation of validation set to prediction standard deviation (RPD) was 5.18. There was no significant difference between the predicted value and the reference value by t test when the established model was applied in large-scale production. Conclusion The online model established for monitoring water content has high accuracy and stability, which can be applied in industrial scale process to monitor the particle moisture in real time.

Objective:To summarize the experience and technical difficulties of complete thoracoscopic lobectomy(segmental) in the treatment of congenital pulmonary airway malformation in children.Methods:The clinical data, surgical videos and follow-up results of 38 children suffering from congenital pulmonary airway malformation and underwent complete thoracoscopic lobectomy in Children′s Hospital of Fudan University Xiamen Branch from January 2017 to December 2019 were retrospectively analyzed.A statistical comparisons of operative time, intraoperative blood loss, postoperative pain (the first time of getting out of bed), incision length and postoperative pulmonary complications were made between 28 children who underwent the total thoracoscopic lobectomy and 21 children who accepted open surgical lobectomy before January 2017 in Children′s Hospital of Fudan University Xiamen Branch.Results:Thirty-eight children with congenital pulmonary airway malformation were successfully operated by complete thoracoscopy.There were 28 lobectomies, 6 segmental lobectomies and 4 wedge lobectomies.Postoperative follow-up was conducted for more than 3 months, and no serious surgical complications occurred.Chest radiograph of 2 children with the right lower lobectomy at 48 hours after surgery had the elevation of the right diaphragm (2-3 intercostal), and it returned to normal 3 months after surgery.The CT review of 1 child with pulmonary wedge resection 1 month after surgery displayed a little residual lesion.Thoracoscopic lobectomy was significantly different from open surgery in terms of incision length[(2.0±0.5) cm vs. (10.0±0.5) cm], postoperative pain (the first time of getting out of bed)[(24.0±2.0) h vs. (48.0±1.5) h] and pulmonary complications (0 vs. 5 cases). The operative time of single lung ventilation was remarkably different from that of double lung ventilation in thoracoscopic lobectomy[(96.0±6.0) min vs. (118.0±7.0) min, t=106.501, P<0.001]. Compared with thoracoscopic lobectomy, thoracoscopic pulmonary segmentectomy has a long time and a large amount of blood loss. Conclusions:Complete thoracoscopic lobectomy (segmental) is the first choice for the treatment of congenital pulmonary airway malformation in children, with clear operative field, little trauma, less postoperative pain, quick recovery and fewer respiratory complications.Single-lung ventilation is beneficial for surgical completion.

Objective To explore the factors related to the consumption of sugar-sweetened beverages (SSB) among middle school students in four provinces (municipality) in China.Methods A total of 3 469 middle school students were recruited from the Children health cohort in eight counties within the four provinces (municipality).We collected information regarding demography,lifestyle,and family and school situation as well as the consumption frequency of SSB in the previous week.High SSB consumption was defined as "positive" if the frequency was once a day or more.Mean consumption time was calculated,and then logistic regressions were performed to explore the factors influencing SSB consumption.Results Prevalence of high SSB consumption was 11.18％ among the subjects of the eight counties,and the consumption frequency of SSB was 0.21 times per day.Multivariate logistic regression analysis revealed that the following factors were associated with high consumption of SSB:higher grade,rural region,male gender,physical exercise,habit of eating snacks,eating out,and fast-food consumption (P＜0.01).Factors influencing high SSB consumption were not completely equal between genders:physical exercise at school was associated with high SSB consumption only in female students (P＜0.01),while higher grade and eating out in the past week were associated with high SSB consumption only in male students (P＜0.05).Conclusion Factors associated with high SSB consumption among middle school students included grade,region,physical exercise at school,snack consumption,eating out,and fast-food consumption.These factors differed between genders.Intervention programs addressing these factors may be beneficial in reducing SSB consumption in middle school students.

To explore the evaluation method of evidence body for acupuncture and moxibustion clinical practice guidelines (CPGs), and to provide methodological support for the development of acupuncture and moxibustion CPGs and to promote the establishment and application of acupuncture and moxibustion standard. Based on the academic characteristics of TCM acupuncture, the stratified evidence evaluation method was proposed. Firstly, evidences were collected from the ancient literature, modern literature and clinical experience, and were scientifically distinguished and evaluated. Secondly, all the evidences were integrated as body of evidence by analytic hierarchy process (AHP). Lastly, based on the general index (GI), the clinical recommendations for acupuncture were proposed. Based on the stratified evidence evaluation method, acupuncture and moxibustion CPGs were developed in a more scientific and objectiveway with the comprehensive and sufficient evidences.
Acupuncture Therapy ; Moxibustion

The current clinical efficacy evaluation system and evaluation methods of acupuncture have several limitations, and the application status is not optimistic. According to long-term observation, minimum clinically important difference (MCID) is consistent with the characteristics of clinical acupuncture, and has objective quanti- tative standard and wide applicability. Incorporating MCID into acupuncture clinical efficacy evaluation of tradition- al Chinese medicine can truly reflect the clinical effect of acupuncture and improve the disadvantages and shortcom- ings of acupuncture clinical evaluation, which could provide certain reference for building clinical efficacy evaluation system featured with TCM.
Acupuncture Therapy ; standards ; Clinical Trials as Topic ; standards ; Humans ; Moxibustion ; standards

Objective To determine the clinical effects of type Ⅲ biliary atresia treated by hepatojejunostomy (Kasai procedure).Methods A retrospective study was performed on patients with type Ⅲ biliary atresia treated in our hospital between January 2009 to December 2013.Results The follow-up data were completed in 42 patients out of 48 patients (87.5％) who underwent Kasai procedure for type Ⅲ biliary atresia.The jaundice disappeared in 31 of 42 patients (73.8％).The rate of patients having cholangitis was 47.6％.There were significant differences in the 2-year survival among the groups of patients with mild cholangitis (75.0％,9/12),serious cholangitis (25.0％,2/8) and without cholangitis (86.4％,19/22) (P ＜ 0.05).Conclusions Hepatojejunostomy (Kasai procedure) is an effective operation to treat type Ⅲ biliary atresia.Our data suggested that the survival rates were related to the degree of bile drainage and cholangitis post surgery.

This study examined the possible mechanism of sublingual immunotherapy (SLIT) in the treatment of allergic asthma.Forty asthma patients allergic to dust mite were enrolled.They received SLIT with dermatophagoides farinae (Der.f) drops for one year.Thirty healthy subjects served as controls.The levels of IL-4 and IFN-γ of peripheral blood mononuclear cells (PBMCs) were determined in allergic asthma patients before and after the SLIT as well as the healthy subjects.The results showed that the level of IL-4 was substantially increased and that of IFN-γ remarkably decreased in the patients before the SLIT as compared with those in the healthy subjects (P＜0.05).After the SLIT,the level of IL-4 was significantly reduced and that of IFN-γ elevated in these allergic asthma patients.It was concluded that sublingual immunotherapy is effective for patients with allergic asthma.And it may work by regulating the balance of Th1/Th2 through changing the expression of IL-4 and IFN-γ in PBMCs.

Objective To evaluate the efficacy of eszopiclone for patients with acute insomnia and the impact of premedication with eszopiclone on sleep structure of patients with acute insomnia.Methods In an open-label,self-control trial was conducted at Changzheng Hospital Sleep Centers,and patients (n =32) with acute insomnia (12 men,20 women; mean age,36.2 years) were administered eszopiclone 3 mg for three consecutive nights.Sleep was monitored via polysomnography.The insomnia severity index (ISI),and mini-mental state examination (MMSE) were used to assess the degree of insomnia and impact of drugs on cognitive function during the day.Results Eszopiclone can shorten sleep latency ( before treatment:(52.92 ± 11.71 ) min,after treatment:(28.2 ± 10.11 ) min; t =-4.376,P ＜0.01 ),prolong total sleep time(before treatment:(365.22 ±30.13) min,after treatment:(429.18 ±26.93 ) min; t =4.102,P ＜ 0.01 ),decrease wake up times( before treatment:( 5.00 ± 1.92 ) times,after treatment:( 2.73 ± 0.91 )times; t =- 4.592,P ＜ 0.01 ),improve sleep efficiency ( before treatment:72.69％ ± 6.32％,after treatment:82.67％ ± 4.16％ ; t =3.371,P ＜ 0.01 ),reduce awake time ( before treatment:( 88.51 ±17.48) min,after treatment:(65.93 ±21.l0)min; t =-4.592,P ＜0.01 ),decrease light sleep ( NREM1 period) the percentage of time ( before treatment:12.54％ ± 2.10％,after treatment:7.30％ ± 2.90％ ;t=-3.155,P ＜ 0.01 ),and increase the percentage of slow wave sleep (before treatment:8.03％ ±5.37％,after treatment:9.31％ ±5.29％; t =4.228,P ＜0.01).No effect was observed on the percentage of NERM2 period (t =0.731,P ＞0.05) and REM period (t =-0.813,P ＞0.05).Eszopiclone can improve the quality of subjective assessment of sleep ( ISI score decreased,t =- 2.551,P ＜ 0.05) and has no significant effect on cognitive function on first the morning after patients taking the medication.Conclusion Eszopiclone can positively regulate the sleep structure in patients with acute insomnia and improve subjective assessment of sleep quality.It is safe and has no significant effect on cognitive function.

This study examined the possible mechanism of sublingual immunotherapy (SLIT) in the treatment of allergic asthma. Forty asthma patients allergic to dust mite were enrolled. They received SLIT with dermatophagoides farinae (Der. f) drops for one year. Thirty healthy subjects served as controls. The levels of IL-4 and IFN-γ of peripheral blood mononuclear cells (PBMCs) were determined in allergic asthma patients before and after the SLIT as well as the healthy subjects. The results showed that the level of IL-4 was substantially increased and that of IFN-γ remarkably decreased in the patients before the SLIT as compared with those in the healthy subjects (P<0.05). After the SLIT, the level of IL-4 was significantly reduced and that of IFN-γ elevated in these allergic asthma patients. It was concluded that sublingual immunotherapy is effective for patients with allergic asthma. And it may work by regulating the balance of Th1/Th2 through changing the expression of IL-4 and IFN-γ in PBMCs.