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 investigate the current situations and development requirements of emergency testing among secondary and tertiary hospitals in China.Methods:The data were collected from secondary and tertiary hospitals via online questionnaire across 31 provinces in China from February 1 to March 1, 2021. The questionnaire involves various aspects of emergency testing, including area of emergency laboratory, staffs and equipment configuration, inspection items, Turn-around time (TAT), reagents and consumables management, pre-analysis quality control, laboratory information system, critical values management and biosafety, etc.Results:A total of 2 187 questionnaires were obtained, and 1 503 valid questionnaires from 755 secondary hospitals and 748 tertiary hospitals were finally analyzed. The research data showed that daily average number of patients visiting emergency department exceeding 300 person-time in 29.41% (220/748) tertiary hospitals, but that number was less than 100 person-time in 76.69% (579/755) secondary hospitals; daily average emergency tests exceeding 5 000 was reported in 24.47% (183/748) tertiary hospitals, and less than 2 000 was reported in 93.51% (706/755) secondary hospitals; the area of emergency laboratory was less than 100 m 2 in 68.79% (238/346) tertiary hospitals with independent emergency testing laboratory; there were no fixed staffs of emergency testing in 56.02% (842/1 503) hospitals; the biochemical/immunoassay analyzer in 8.65% (130/1 503) hospitals did not have STAT position; one hundred and twenty-six hospitals (8.38%) did not have stock in and stock out record for reagents and consumes materials; the conventional statistical analysis of unqualified specimen was not carried out in 24.62% (370/1 503) hospitals; priority on emergent specimen was not set in 58.62% (881/1 503) hospitals; whole process monitoring function was not equipped in 48.64% (731/1 503) hospitals; there was no conventional communication working mechanism with clinicians on critical value in 7.32% (110/1 503) hospitals; overall, 50.23% (755/1 503) participants did not consider that biosafety risks exist in their emergency testing laboratory. Conclusions:This survey objectively presents the current situations and future development requirements of emergency testing among secondary and tertiary hospitals in China. The survey also reflects that some important process and concepts need to be improved, and extensive attention should be paid by laboratory and hospital administrator, in the area such as communication with clinician, site construction and staff configuration, administration on the priority of emergency testing, administration on the reagent and consumable materials, laboratory informatization construction, laboratory biosafety, and so on.

Objectives: Two cases who underwent fetal pulmonary valvuloplasty (FPV) for pulmonary atresia with intact ventricular septum (PA-IVS) or critical pulmonary stenosis with intact ventricular septum (CPS-IVS) successfully were reported. The aim of the report was to explore the criteria for case selection, the technical essentials of FPV, and the postpartum outcome of the fetus. Methods: One case with PA-IVS and the other with CPS-IVS were enrolled in September 2016 and February 2017 in Guangdong General Hospital, and both cases were diagnosed with severe right ventricular dysplasia and tricuspid regurgitation by fetal echocardiogram. Parameters of right ventricle development and hemodynamics from echocardiography included tricuspid/mitral annulus (TV/MV), right ventricle/left ventricle long-axis (RV/LV), pulmonary/aortic annulus (PV/AV), tricuspid inflow duration/cardiac cycle, degree of tricuspid regurgitation (TR), blood flow direction of arterial duct and ductus venosus. Multidisciplinary team including the maternal-fetal cardiology, pediatric cardiology, cardiac surgery, obstetrics, neonatology and anesthesiology was summoned to discuss the indications and timing of PFV. Two cases underwent ultrasound-guiding trans-abdominal PFV at the 28 weeks of gestational age. Echocardiography was performed to observe the opening and closing of the pulmonary valve, and to evaluate the development of right ventricle and improvement in hemodynamics every 2-4 weeks until delivery. Results: From the technical perspective, pulmonary balloon valvuloplasty was successfully performed in these two cases. The opening of pulmonary valve improved in these two cases at 2-4 weeks after FPV. However, an obvious restenosis was detected in the first case at 5-8 weeks after FPV. In the first case, the echocardiography parameters including TV/MV, RV/LV, PV/AV and tricuspid inflow duration/cardiac cycle increased from 0.56, 0.42, 0.85,0.26 to 0.59, 0.51, 0.87, 0.32 at 5-8 weeks after FPV, respectively. However, the direction of blood flow through the arterial duct was still reverse. In the second case, TV/MV, RV/LV, PV/AV and tricuspid inflow duration/cardiac cycle ratio increased from 0.70, 0.63, 0.91,0.35 to 0.80, 0.80, 0.97, 0.42 at 5-8 weeks after FPV, respectively. The direction of blood flow through the arterial duct changed to bidirectional. Both fetuses were born alive. The first case underwent pulmonary valve commissurotomy and modified Blalock-Taussig shunt on the 8^th day after delivery and received follow-up for 6 months. The strategy for the next-step therapy was still pending. The second case underwent transcutaneous pulmonary balloon valvuloplasty on the 19^th day after delivery and received follow-up for 3 months. The opening of pulmonary valve improved obviously and the cardiac function was normal in the second case. Conclusions FPV is safe and effective for fetus during the second and third trimester of pregnancy, and FPV is beneficial for the development of fetal ventricle, valve and large artery. In addition, FPV may help to avoid the postnatal surgery for isolated single ventricle, improve fetal heart failure and prevent fetal death.

Objective This study is aimed to investigate the prognostic significance of ring sideroblast ( RS) in MDS( Myelodysplastic Sydrome ) and evaluate the correlation of RS and other prognostic index.Methods A total of 198 patients with MDS between March 2009 and December 2015 in Chinese PLA′s Gerneral hospital were chosen for this study .Based on the ratio of RS in nucleated red blood cell , patients were first separated into myelodysplastic syndrome without ring sideroblast (MDS RS-) group, RS≥15%, and myelodysplastic syndrome with ring sideroblast ( MDS RS +) group, RS <15%. Then, according to the proportion of blasts in bone marrow nucleated cells above 5%or below, patients were further divided into myelodysplastic syndrome with low blasts without ring sideroblast ( MDS-LB RS-) group, myelodysplastic syndrome with low blasts and ring sideroblast ( MDS-LB RS+) group, refractory anemia with excess blast without ring sideroblast ( RAEB RS-) group and refractory anemia with excess blast and ring sideroblast ( RAEB RS+) groupe.All patients had completed the morphological , genetics , molecular biology examination at dignosis, and followed up by phone.The results of the overall survival (OS) analysis have been presented in a Kaplan-Meier curve and cox regression model .Last, according to the percentage of RS in nucleated red blood cell , patients were separated into RS <5%groupe, 5%-15%group, 15%-40%group, RS≥40%group, and analyse their survival prognosis by statistical methods .Results Comparing to MDS RS-group, the morbidity age, WBC and PLT count were significantly higher [61 ±1.91 vs 52 ±1.37, t=-3.555, P<0.01, 3.82(0.47-323)vs 2.6(0.6-59.7), z=-4.014, P<0.01;139.5(7-608) vs 60(3-724), z =-3.988, P<0.01], bone marrow eythroid hyperplasia and gigantocyte were more obvious in MDS RS+group[χ2 =11.032, P<0.01, χ2 =5.165, P<0.05]; the percentage of GATA1 gene and abnormal rate of poor prognosis gene ( MLL, NRAS, WT1 ) , either mutation or high gene expression , were higher in MDS-LB RS+group than that in MDS-LB RS-( P<0.05 ); Contrasting with RAEB RS-group, the karyotype is worse in RAEB RS +group[χ2 =4.966, P<0.05];Comparing to 15%-40%group, the OS were poorer in RS≥40%;MDS RS+patients were more prone to adverse prognosis than MDS RS-patients.Conclusion Compared to MDS RS-group, MDS RS +patients had worse prognosis;RS maybe correlate to morbidity age , eythroid dysplasia and gene abnormality in affecting the survival prognosis of MDS.

Objective To investigate the effects of hydrogen (H2) on myocardium injury post-cardiac arrest (CA) in rabbits.Methods Sixty New Zealand rabbits were randomly divided into H2 treatment group (n = 30) and control group (n = 30) by random number table. The rabbit CA model was established by means of electrical stimulation of external membrane, both groups were mechanically ventilated. Cardiopulmonary resuscitation (CPR) was performed after 6 minutes of nonintervention, and stopped after restoration of spontaneous circulation (ROSC). Inhalation of 2％ H2 gas was conferred to rabbits immediately at the end of CA modeling for 72 hours in H2 treatment group. Air was given to rabbits in control group instead. The survival rate of rabbits was analyzed. Heart rate, ventricular premature beat frequency, and the levels of blood samples cardiac troponin I (cTnI), left ventricular ejection fraction (LVEF), B-type natriuretic peptide (BNP), and blood lactic acid (Lac) were collected before CA and after ROSC in all rabbits. Rabbits were sacrificed and microstructure injury was observed by electric microscope after ROSC 72 hours.Results There were 28 animals ROSC in both groups; the survival number in H2 treatment group was higher than that in control group at 72 hours after ROSC (number: 15 vs. 7,χ2 = 4.791,P = 0.029). In the early stage of ROSC, the heart rate of two groups slowed down, the number of premature ventricular increased, and then gradually recovered; the heart rate in H2 treatment group was returning to normal more quickly than that in control group at 48 hours after ROSC (bpm: 319±63 vs. 362±40,P < 0.05); the ventricular premature beat frequency was lower than that in control group at 72 hours after ROSC (times per minutes: 9.1±4.3 vs. 15.0±8.0,P < 0.05). The animals of two groups had different degrees of myocardial damage and cardiac insufficiency after ROSC, and restored with the extension of time. Compared with control group, the level of BNP in H2 treatment group was significant decreased at 24 hours after ROSC (ng/L: 385±98 vs. 488±174,P < 0.05), the levels of cTnI and Lac were significant decreased at 48 hours after ROSC [cTnI (μg/L:1.83±0.68 vs. 2.83±0.98, Lac (mmol/L): 5.5±1.6 vs. 7.9±2.6, bothP < 0.01], the LVEF was slightly higher than that at 72 hours after ROSC (0.690±0.040 vs. 0.650±0.041,P = 0.051). Compared with control group, less damage to myocardial ultra structure was found in H2 treatment group at 72 hours after ROSC.Conclusion Inhalation of H2 alleviates cardiac dysfunction and myocardial injury after CPR.

Objective To summarize the clinical experience of surgical intervention for cardiac neoplasm in a fetus . Methods A 32-year-old pregnant woman was admitted to our hospital for complaint of fetal cardiac neoplasm .A separated het-erogenic cardiac occupying lesion was identigied at right atrium of the fetus by echocardiography , whose size is 2.85 cm ×2.25 cm, but the pathogenic origin still remained uncertain, maybe originate from ether pericardium or atrium.The annulus of tri-cuspid valve was compressed nearly 50% with the presence of amount of pericardial effusion.The fetal heart rate decreased at some fetal position resulting in the compression to the heart.So an Ex-utero Intrapartum Therapy(EXIT) procedure was per-formed under the supply of placenta at the 32 weeks of pregnancy.Cesarean section was performed with intact umbilicus and fe-tal circulation by obstetricians.Consequently, the median sternotomy of this fetus and pericardiotomy were performed , with 30 ml clear pericardial effusion drained .The tumor was confirmed to be giant right atrial neoplasm after the intraoperative explora-tion.Considering on the high risk of the cardiopulmonary bypass and limited time for EXIT , the giant atrial neoplasm was left alone with delayed sternum closure after the effectively decompression of the heart .The omphalotomy was successfully per-formed after the EXIT surgery.The neoplasm resection and the repair for its defect on right atrium were performed with cardiop-ulmonary bypass 2 days later.Results Convalesce of this mother was quite good after cesarean resetion .Hemodynamics of the premature baby was satisfatory after the resection of right atrial neoplasm which pathological report was benign hemangioma . Conclusion Via multiple disciplines collaboration , EXIT intervention for fetus is feasible and safe under adequate prepara-tion.

Objective To explore the effects of delivery classification scale for fetal cardiac disease on the prenatal and postnatal integrated treatment strategies.Methods Delivery classification scale for fetal cardiac disease included:grade Ⅰ,no hemodynamics instability; grade Ⅱ,ducted-dependent lesions,stable hemodynamics anticipated;grade Ⅲ,possibility or likelihood of hemodynamic instability; IMPACT(delivery immediately heart intervention) level,hemodynamic instability is anticipated at separation from placental circulation.During August 2006 to May 2010,a retrospective study of 46 cases of prenatal diagnosis of congenital heart disease and delivery in one cardiac center was taken,in which 33 in grade Ⅰ,9 in grade Ⅱ,4 in grade Ⅲ,and no IMPACT.Results Thirty-nine boys and 7 girls were born at (38.0 ± 1.4) weeks of gestation and had consistent fetal diagnoses of mainly cardiac abnormalities with postnatal screen.Thirteen neonates underwent cardiac intervention within one week after birth with one death,including 2 in grade Ⅰ,7 in grade Ⅱ,4 in grade Ⅲ,of them 1 death.Seven infants including 5 in grade Ⅰ and 2 in grade Ⅱ underwent cardiac intervention with one death.The remaining 26 children in grade Ⅰ had uneventfully outcomes,in which 7 cases of surgical operation,17 cases of interventional therapy,2 cases of spontaneous healing.Conclusion Delivery classification scale for fetal cardiac disease should have some guiding significance for early treatment strategies and could enhance closely integration of prenatal diagnosis and postnatal treatment.The most fetuses in grade Ⅰ need not undergo cardiac interventions in neonatal stage.However,early cardiac intervention for fetuses in grade Ⅱ and Ⅲ should be carried out postnatally with the help of neonatologists.

Objective To study the changes of coagulation function and platelet-related parameters of patients with acute pancre-atitis(AP) and their clinical significance .Methods 36 patients with AP were served as the AP group ,38 healthy people ,the control group .Healthy people in the control group and patients in the AP group at the time of admission and remission were subjected to detection of serum amylase ,lipase ,leukocytes ,neutrophils ,lymphocytes ,platelets ,mean platelet volume(MPV) ,platelet distribution width(PDW),prothrombin time(PT),thrombin time(TT),activated partial thromboplastin time(APTT),prothrombin activity (PTA) ,international normalized ratio (INR) ,fibrinogen(FIB) and D-dimer(D-D) levels .Results Levels of serum amylase ,lipase , TT ,INR ,FIB ,and D-D of patients in AP group were significantly higher than those in the control group(P<0 .01) ,while their PT , PTA levels were significantly lower than those in the control group (P<0 .01) .Differences of leukocytes ,neutrophils ,lymphocytes and MPV of AP patients between at the time of admission and remission were statistically significant (P<0 .01) .Conclusion De-tections of coagulation function and platelet-related parameters changes of AP patients contribute to evaluation of the patients′con-dition and prognosis .

A total of 192 patients with sepsis were tested by Montreal Cognitive Assessment (MoCA) for a preliminary diagnosis of whether or not there was sepsis associated encephalopathy (SAE) according to their test results.SAE was diagnosed or excluded after consultations and comprehensive analysis on the basis of clinical manifestations and auxiliary examination results.The scores of the patients in this group were (25.7 ± 3.3) points.The sensitivity of MoCA for screening SAE was 0.776 and its specificity 0.963.The rate of diagnostic coincidence between MoCA and comprehensive analysis for SAE was 0.880.The diagnostic concordance between two diagnostic methods of SAE was excellent (kappa value =0.753 ± 0.048,P =0.000).The area under the receiver operating characteristic (ROC) curve of MoCA for screening SAE was 0.929 ± 0.019 (P =0.000) ; the optimal cutoff value was 25.5 points; and its sensitivity was 0.779 and specificity 0.962.And negative correlations existed between score of MoCA and age,disease course and co-existing shock or multiple organ dysfunction syndrome (P ＜ 0.05).

Objective To summarize primary experiences of integrated fetal diagnosis and postnatal treatment for the transposition of the great arteries (TGA). Methods Five fetus were diagnozed as TGA at(28.4 ±4.4) weeks of gestation via fetal echocardiography. The mean age of the pregnant women was (28.4 ±3.0) years old. Delivers were taken by caesarean at (36.5 ±1.8) weeks of gestation. The body weight of neonates was (2468 ±442) grams. All neonates were transported to the department of neonatology and re-checked by echocardiography. 3 cases were TGA with intact ventricular septum, 2 cases were TGA with ventricular septal defect. Prostaglandin and mechanical ventilation were applied if oxygen saturation was lower. The standard arterial switch procedure was performed under cardiopulmonary bypass with moderate hypothermia. Results The mean age for patients at surgery was (9. 0 ±6. 2) days ( ranged 2-19 days). Three neonates survived, 2 preterm neonates died. One with body weight 1770 g, 2 days after operation was died of sudden heart arrest and failure of resuscitation. Another was treated by mechanical ventilation and prostaglandin after delivery and underwent operation at the second postnatal day, the neonate appeared low cardiac output and high serum lactate postoperatively and died in the third day. Conclusion The integrated fetal diagnosis and postnatal treatment for TGA could prevent severe cyanosis and emergency transportation after parturition. The lack of any link in the cooperation among the multidisciplinary team could affect the benefits for the TGA neonates provided by prenatal diagnosis.