The clinical application of binocular endoscope relies primarily on the visual system of physicians to create a three-dimensional effect, but it cannot provide accurate depth information. The utilization of 3D reconstruction technology in binocular endoscopy can facilitate the recovery of image depth information, and the application of deep learning-based 3D reconstruction technology can significantly improve the accuracy and real-time performance of reconstruction results, making it widely applicable in the realm of minimally invasive surgery. This paper aims to explore the key technologies and implementation methods of deep learning based 3D reconstruction for binocular endoscopic images, and seeks to outline strategies for enhancing the quality of 3D reconstruction in endoscopic images, providing guidance for sustainable development of binocular endoscopic image reconstruction technology in clinical settings. This will assist in the application of minimally invasive surgery and contribute to meeting the demands of precision medicine.
Deep Learning ; Imaging, Three-Dimensional/methods* ; Humans ; Endoscopy/methods* ; Image Processing, Computer-Assisted/methods* ; Minimally Invasive Surgical Procedures

Naked-eye 3D display technology has excellent 3D visual effects and does not require wearable devices assistance.It can present the depth,position and complex structure information of 3D medical images,allowing viewers to obtain information about tissues and organs from different points,reducing cognitive load,contributing to medical teaching and opening up innovative methods for planning and diagnosis.Naked-eye 3D augmented reality display can display medical images in real 3D space,achieving virtual and real vision.It helps a lot to medical research.The applications of naked-eye 3D display technology in three major aspects of medical diagnosis,clinical surgery and rehabilitation training is reviewed in the study.It provides the direction for the subsequent research in medical field,thus assisting medical research and improving medical practice.

Objective:To evaluate the efficacy and safety of sodium hyaluronate gel in preventing adhesion after prophylactic enterostomy.Methods:One hundred and twenty four patients from 6 hospitals were enrolled in this prospective multi-center randomized controlled trial. Patients were randomized into the study group ( n=59) or the control group ( n=65).All patients underwent prophylactic enterostomy. Patients of study group received odium hyaluronate gel for adhesion-prevention,while those in control group did not receive any adhesion-prevention treatment. The incidence of moderate to severe adhesion around the incision in the stoma area were evalutated during stoma reduction surgery. Results:The incidence of moderate to severe adhesion around the incision in the stoma area was 6.3% in the study group, the difference was statistically significant ( P<0.05) compared to that of the control group (32.6%). Conclusion:Sodium hyaluronate gel can safely and effectively reduce the incidence of moderate and severe adhesions after abdominal surgery.

Objective:To analyze the mediating effects of emotional changes in self-management interventions on the relationship between behavioral management and quality of life in elderly patients with type 2 diabetes and therefore to provide a reference for improving the emotional status of elderly diabetes patients and future community-based self-management interventions.Methods:From 2016 to 2020, a total of 69 self-management groups were formed in Hangzhou, each consisting of 10-15 patients with type 2 diabetes.Based on the construction of a medical consortium and family doctors signing up to provide services, intervention teams were established to conduct a series of group self-management activities for each group.Surveys via questionnaires were conducted before and after the intervention, as well as 6 months after the intervention, to collect patient data on demographics, disease status, emotions, quality of life, and self-management behaviors.The intervention effects were evaluated, and the correlations between emotional changes, self-management behaviors, and changes in quality of life were analyzed.Bootstrap analysis was used to test the mediating effects.Results:A total of 707 elderly diabetes patients were included.There were statistically significant differences in the scores of the Self-Rating Anxiety Scale(SAS), the Self-Rating Depression Scale(SDS), physical functioning, role-physical, bodily pain, general health, vitality, social functioning, role-emotional, mental health, physical component summary, mental component summary, the dietary control dimension of the type 2 diabetes self-care scale(2-DSCS), regular exercise, medication adherence, blood glucose monitoring, foot care, the dimension of prevention and management of hyperglycemia and hypoglycemia, and the total score of 2-DSCS( P<0.05 for all).Compared with pre-intervention, changes in SAS, SDS, physical component summary and mental component summary scores were all correlated with each dimension of 2-DSCS right after intervention and 6 months after intervention( r=-0.336-0.333, P<0.05), with the exception of changes in the blood glucose monitoring dimension score and changes in the emotional status score.The direct effect of self-management behavior on the quality of life in elderly patients with type 2 diabetes was 0.159, and the indirect effect through emotions was 0.229, with the mediating effect accounting for 59.02% of the total effect. Conclusions:Community-based group self-management activities can effectively improve the emotions and management behaviors of elderly diabetes patients and enhance their quality of life, Emotional changes play a certain mediating role between self-management behaviors and improvement in quality of life.

Objective: To investigate the trends in cerebrovascular disease mortality among residents in Hangzhou City from 2006 to 2020, so as to provide insights into the development of cerebrovascular disease control strategy. Methods: The cerebrovascular disease mortality data were collected from residents in Hangzhou City through household registered death cards recorded in county- and city-level hospitals, township-level health centers and community health service centers in Hangzhou City and standardized by the national population census data in China in 2010. The changes in the crude and standardized mortality of cerebrovascular diseases were estimated using annual percent change (APC) in Hangzhou City from 2006 to 2020. Results: A total of 109 891 deaths were reported due to cerebrovascular diseases among residents in Hangzhou City from 2006 to 2020, accounting for 17.72% of all deaths in Hangzhou City during the 15-year period, and the crude and standardized mortality rates were 105.83/105 and 65.15/105, which both appeared a tendency towards a decline (crude mortality: APC=-0.80%, t=-3.832, P=0.002; standardized mortality: APC=-4.69%, t=-24.084, P<0.001). The crude mortality of hemorrhagic stroke showed a tendency towards a decline among residents in Hangzhou City from 2006 to 2020 (APC=-7.97%, t=-30.704, P<0.001), and the crude mortality of both ischemic stroke (APC=5.76%, t=6.106, P<0.001) and sequelae of cerebrovascular disease (APC=13.20%, t=18.103, P<0.001) appeared a tendency towards a rise. The crude mortality of cerebrovascular diseases was significantly higher in men than in women (110.15/105 vs. 101.51/105; χ2=183.078, P<0.001), which both appeared a tendency towards a decline among residents in Hangzhou City from 2006 to 2020 (men: APC=-0.90%, t=-4.669, P<0.001; women: APC=-0.70%, t=-2.658, P=0.020). The crude mortality of cerebrovascular diseases was 101.95/105 and appeared a tendency towards a decline among urban residents in Hangzhou City from 2006 to 2020 (APC=-1.19%, t=-3.655, P=0.003), and was 112.46/105 and showed no remarkable changes among rural residents in Hangzhou City from 2006 to 2020 (t=-0.719, P=0.485). In addition, the crude mortality of cerebrovascular diseases appeared a tendency towards a rise with age among residents in Hangzhou City from 2006 to 2020 (χ2trend=502 711.682, P<0.001), and the crude mortality of cerebrovascular diseases appeared a tendency towards a decline among residents at ages of 35 years and above in Hangzhou City from 2006 to 2020 (P<0.05). Conclusions The cerebrovascular disease mortality appeared a tendency towards a decline among residents in Hangzhou City from 2006 to 2020, and a high mortality rate of cerebrovascular diseases was seen among rural residents, men and the elderly.

Objective:To evaluate the effect of self-management model of community diabetes patients under the guidance of general practitioners.Methods:A total of 22 communities in Hangzhou were selected as intervention pilot from 2016 to 2017, and 10-15 diabetic patients were recruited to form a self-management team in each community. Relying on the construction of medical alliance and there sources of contracted service of family doctors, intervention teams were set up to conduct regular, personalized and continuous self-management interventions on patients. Intervention continued for 4-6 months. Before, after and 6 months after the intervention, the basic information of patients, knowledge of diabetes, faith in managing disease, self-management behavior, self-management ability of patients, and quality of life were collected through questionnaire survey, body mass index (BMI), 2-hour postprandial blood glucose and glycosylated hemoglobin were detected uniformly, and statistical analysis was conducted.Results:A total of 292 patients were involved in the self-management group, the average age was (66.38±7.90) years old, most of them were female (64.73%). Six months after the intervention, the awareness rate of basic knowledge, risk factors and prevention and treatment knowledge about diabetes in patients (68.64%, 78.75%, 63.41%) were significantly higher than those before the intervention (28.08%, 48.29%, 39.38%), the proportion of patients with reasonable diet, moderate exercise, active problem-solving, management plan making and action according to the plan increased (from 65.41%, 28.76%, 39.04%, 31.85%, 27.74% to 86.76%, 60.28%, 65.16%, 78.05%, 73.17%)(all P<0.05).In terms of time effect, the scores of physical functioning, role-physical, bodily pain, general health, vitality, social functioning, role-emotional and mental health in SF-36 after intervention and 6 months after intervention were all increased step by step (all P<0.05). Before the intervention, BMI, 2-hour postprandial blood glucose and glycosylated hemoglobin were (24.20±3.11) kg/m 2, (9.29±2.23) mmol/L, (6.81±1.01)% respectively. After the intervention, the three indexes all showed a downward trend, which were (22.89±2.98) kg/m 2, (8.81±1.61) mmol/L, (6.57±0.76)% respectively ( F=14.832, 6.828, 9.667; all P<0.05). Conclusion:Under the guidance of general practitioners, the self-management model of community diabetes patients can effectively improve the level of recognition, belief and behavior of patients, improve their self-management ability and quality of life, and improve BMI and blood glucose control level.

Objective : To learn the association between dietary patterns and thyroid cancer in Hangzhou residents, and to provide evidence for thyroid cancer prevention. Methods: The newly diagnosed patients with thyroid cancer in Zhejiang Cancer Hospital were selected as the case group, while the healthy population matched (1∶1) by gender, age and residence were selected from community as the control group. A questionnaire survey was conducted to obtain demographic characteristics, disease history, dietary intake, lifestyle and other information. The dietary patterns were established by factor analysis. The multivariate conditional logistic regression model was conducted to explore the relationship between different dietary patterns and thyroid cancer. Results: A total of 258 pairs of cases and controls were recruited. Five dietary patterns were obtained, including vegetarian pattern, high-protein food pattern, salted vegetables and algae pattern, seafood and cereal pattern, as well as alcohol and tea pattern. The multivariate conditional logistic regression analysis suggested seafood and cereal pattern might reduce the risk of thyroid cancer (OR=0.286, 95%CI: 0.146-0.561). Conclusion More consumption of seafood and cereal may decrease the incidence of thyroid cancer.

Objective : To learn the incidence trend of gestational diabetes mellitus (GDM) among women of childbearing age in Hangzhou from 2009 to 2018, providing evidence for GDM prevention and control. Methods: The information of GDM cases aged 15 to 49 years in Hangzhou from 2009 to 2018 was extracted from Zhejiang non-communicable diseases surveillance system. The crude and age-standardized (by national standard population in 2000) incidence rate of GDM were calculated, the annual change percentage (APC) and the average APC (AAPC) of GDM incidence rate were calculated to understand the trend of incidence in different age groups and areas. Results: A total of 45 519 cases of GDM were reported in Hangzhou from 2009 to 2018. The crude and age-standardized incidence rates were 248.04/100 000 and 158.52/100 000, respectively, both showed upward trends with 59.7% and 56.4% in AAPC (both P<0.05). The APCs of crude and age-standardized incidence rates of GDM were 139.76% and 134.60% from 2009 to 2012, 30.35% and 27.65% from 2012 to 2018, which all had increasing trends (all P<0.05). There were upward trends in GDM incidence in each age groups of 15-24, 25-29, 30-34, 35-39 and 40-49 years old (all P<0.05). The AAPC of GDM incidence in 40-49 year-old women was 65.3% and ranked the first among all the age groups. The age-standardized incidence rate of GDM increased more in rural areas (AAPC=66.0%) than in urban areas (AAPC=53.4%). Conclusion A rising trend in GDM incidence among women aged 15-49 years in Hangzhou has been found in recent ten years, especially in women aged 40-49 years and lived in rural areas.

Objective: To evaluate the effects of office blood pressure(OBP)combined with ambulatory blood pressure monitoring(ABPM)on the diagnosis of hypertension. Methods: The residents aged 35-79 years without hypertension history,whose casual OBP were 120~159 mm Hg/80~99 mm Hg,were enrolled from 4 communities of Hangzhou and Zhuji from 2015 to 2018. They were performed OBP measurements on other two days in 4 weeks and ABPM in a week. There were 2 criteria of OBP as elevated OBP on the first day or in 3 different days,and 4 criteria of ABPM as elevated mean BP in 24 hours, daytime, nighttime and either of the above time. Receiver operating characteristic(ROC)curve was employed to evaluate the effects of different OBP criteria combined with ABPM criteria on the diagnosis of masked hypertension(MH)and white-coat hypertension(WCH). Results: Taking 3-day-OBP as a golden standard,the 1-day-OBP with 4 ABPM criteria had the areas under the ROC curve(AUC)of 0.79-0.81,sensitivity of 57.58%-62.77% and specificity of 100.00% in MH;had the AUC of 0.95-0.98,sensitivity of 100.00% and specificity of 88.96%-96.80% in WCH. The Kappa values were all less than 0.6,known as low consistency. Taking either time of ABPM as a golden standard,24 hours,daytime and nighttime ABPM criteria with OBP had the AUC of 0.90-0.92,sensitivity of 79.17%-83.90% and specificity of 100.00% in MH(all Kappa>0.6),when with 1-day-OBP,the Kappa values were all more than 0.8,known as high consistency;had the AUC of 0.95-1.00,sensitivity of 100.00% and specificity of 89.54%-99.37% in WCH,the Kappa values of daytime ABPM were all more than 0.6,known as high consistency. Conclusions If limited by options, 1-day-OBP could be used instead of 3-day-OBP for detection of WCH or exclusion of MH yet with less accuracy; 24 hours or daytime ABPM instead of either time of ABPM was reliable.

OBJECTIVE: Providing a risk assessment method for the implementation of radiotherapy to identify possible risks in the implementation of the treatment process, and proposing measures to reduce or prevent these risks. METHODS: A multidisciplinary expert evaluation team was developed and the radiotherapy treatment process flow was drawn. Through the expert team, the failure mode analysis is carried out in each step of the flow chart. The results were summarized and the (risk priority ordinal) score was obtained, and the quantitative evaluation results of the whole process risk were obtained. RESULTS: One hundred and six failure modes were obtained, risk assessment of (20%) high risk failure model are 22 and severity (≥ 8) high risk failure model are 27. The reasons for the failures were man-made errors or hardware and software failures. CONCLUSIONS Failure mode and effect analysis can be used to evaluate the risk assessment of radiotherapy, and it provides a new solution for risk control in radiotherapy field.
Healthcare Failure Mode and Effect Analysis ; Risk Assessment