1.Development and application of the virtual simulation teaching experiment software of the bronchoscopy intelligent navigation-based fiducial marker implantation technology
Fenfang FU ; Jing CHEN ; Xianzhi DENG ; Minghui CHEN ; Nuoxi LI ; Fangfen DONG ; Fen ZHENG ; Jianmin YAO ; Benhua XU ; Xiaobo LI
Chinese Journal of Radiological Medicine and Protection 2023;43(5):343-350
Objective:To investigate the necessity and feasibility of the virtual simulation teaching experiment software of the bronchoscopy intelligent navigation-based fiducial marker implantation technology in the clinical application of radiotherapy.Methods:This study developed a 3D virtual operation and interactive system using the Unity3D engine, tools including 3Dmax and Maya, and the SQL database. The scenes in the system were produced using the currently popular next-generation production process. Targeting the priorities and difficulties in the implantation of fiducial markers, the system developed in this study allowed for simulated demonstration and training based on 12 steps and 10 knowledge points. Internal tests and remote evaluation tests were adopted in this system to obtain the test result of each subject. Then, the application value of the system was analyzed based on the test result.Results:As of May 1, 2022, the system had received 2 409 views and 425 test participants, with an test completion rate of 100% and an experiment pass rate of 96.5%. Moreover, this system won unanimous praise from 167 users, primarily including the students majoring in multilevel medical imaging technology and medical imaging science from the Fujian Medical University, as well as the radiotherapy-related staff of this university.Conclusions:The virtual simulation teaching experiment software of the bronchoscopy intelligent navigation-based fiducial marker implantation technology can be applied to the teaching of students and the training of related professionals.
2.The remote training system for quality assurance of medical electronic linear accelerators based on extended reality technology
Jing CHEN ; Xing WENG ; Liuqing JIANG ; Fangfen DONG ; Fen ZHENG ; Lanyan GUO ; Jianmin YAO ; Xiaobo LI
Chinese Journal of Radiation Oncology 2023;32(3):248-253
Objective:To improve the quality assurance (QA) skills of radiotherapy personnel and medical students and reduce the radiation risk of training by developing a remote training system for QA of medical electronic linear accelerators.Methods:This training system was built based on radiotherapy technology and quality control contents of medical electronic linear accelerators, and a virtual reality interactive software was developed using extended reality (XR) technology Unity 3D. A remote control module of multi-terminal platform was also developed. A multi-perspective evaluation system was adopted and a questionnaire was designed to analyze the application value of this system.Results:The training system reproduced the live environment and physical objects of medical electronic linear accelerator treatment room. It built a multi-terminal virtual simulation training system with radiotherapy technology as well as QA knowledge system. This system could provide 5G remote control of medical electronic linear accelerator for off-site quality control demonstration and guidance. By March 1, 2022, a total number of 133 people had been trained using this system, 76 valid questionnaires had been taken, of which 90.79% (69/76) of the respondents trusted the experimental results shown by the system and 88.16% (67/76) of the respondents considered the training system necessary.Conclusions:The training effect of this system is widely recognized. It fundamentally reduces the training radiation hazard and provides reference for the reform and progress of QA training mode of medical electronic linear accelerators.
3.Overview of design and construction of hypertensive disorders of a pregnancy-cohort in Shenzhen
Yixuan CHEN ; Linlin WU ; Xiaoxia WU ; Liying YANG ; Jiaqi XU ; Ling WANG ; Zhaoyang JIANG ; Jingna YAO ; Danni YANG ; Ning SUN ; Jing ZHANG ; Yiwei ZHANG ; Ruowang HU ; Ying LIN ; Kui HUANG ; Bin LI ; Jianmin NIU
Chinese Journal of Epidemiology 2023;44(12):1858-1863
Hypertensive disorder of pregnancy (HDP) involves two major public health issues: mother-infant safety and prevention and controlling major chronic disease. HDP poses a serious threat to maternal and neonatal safety, and it is one of the leading causes of maternal and perinatal morbidity and mortality worldwide, as well as an important risk factor for long-term cardiovascular disease (CVD). In order to explore effective strategies to prevent and control the source of CVD and reduce its risk, we have established a cohort of HDPs in Shenzhen for the primordial prevention of CVD. The construction of the HDP cohort has already achieved preliminary progress till now. A total of 2 239 HDP women have been recruited in the HDP cohort. We have established a cohort data management platform and Biobank. The follow-up and assessment of postpartum cardiovascular metabolic risk in this cohort has also been launched. Our efforts will help explore the pathophysiological mechanism of HDP, especially the pathogenesis and precision phenotyping, prediction, and prevention of pre-eclampsia, which, therefore, may reduce the risk of adverse pregnancy outcomes, and provide a bridge to linking HDP and maternal-neonatal cardiovascular, metabolic risk to promote the cardiovascular health of mothers and their infants.
4.Identification of benign and malignant nodules in thyroid ultrasound images based on deep convolutional neural network
Wenjun Yao ; Chaoran Yin ; Hongqing Zhu ; Jianmin Jiang ; Xiaoxi Pang ; Yining Sun
Acta Universitatis Medicinalis Anhui 2023;58(5):854-858
Objective:
To explore the clinical application value of deep convoluti onal neural network for automatic detection and classification of benign and malignant thyroid nodules ultrasound images.
Methods:
A total of 1 012 ultrasound images of thyroid nodules were retrospectively selected and labeled. The YOLOv5 network model was constructed to accurately locate the location of thyroid nodules and automatically trim the area of the nodules. At the same time , a GoogLeNet network model was constructed to classify benign and malignant nodules after reduction.
Results :
In the collected data set , the mean accuracy of the target detection network for thyroid nodule location detection was 96. 2% . Meanwhile , the sensitivity, specificity, accuracy and AUC of the classification network for benign and malignant nodules were 0. 885 ,0. 822 ,0. 866 and 0. 92 respectively ,which were significantly higher than those of the AlexNet model (0. 81) , VGG model (0. 86) and MobileNet model (0. 76) .
Conclusion
The deep convo⁃ lutional neural network model has high localization and recognition ability for benign and malignant thyroid nodules in ultrasound images ,which is helpful to improve the accuracy of automatic image diagnosis.
5.Immunity persistence of 60 μg high dose hepatitis B vaccine and influencing factors in maintained hemodialysis patients
Yuanting WU ; Tian YAO ; Jing SHI ; Jianmin WANG ; Guangming LIU ; Fuzhen WANG ; Yongliang FENG ; Suping WANG
Chinese Journal of Epidemiology 2021;42(9):1566-1572
Objective:To compare the anti-HBs level in maintained hemodialysis patients one year after receiving 20 μg and 60 μg hepatitis B vaccination at 0, 1 and 6 months, and explore the influence factors for the immunity persistence and their interactions.Methods:Based on a randomized controlled trial of 20 μg and 60 μg hepatitis B vaccine immunization in maintained hemodialysis patients at 0, 1, and 6 months, follow up was conducted for the patients for one year after the completion of the vaccination for the quantitative detection of anti-HBs, and χ 2 test, t test, unconditional logistic regression and interaction analyses were used for statistical analysis. Results:One year after the vaccination, 125 and 124 patients in the 20 μg and 60 μg groups were tested for anti-HBs, respectively. The positive rate of anti-HBs in the 60 μg group (77.42%, 96/124) was significantly higher than that in the 20 μg group (65.60%, 82/125) ( P<0.05). After adjusting for the confounding factors, the positive probability of anti-HBs in the 60 μg group was 1.925 times higher than that in the 20 μg group (95% CI: 1.068-3.468). Patients with hemodialysis duration ≥5 years ( OR=0.523, 95% CI: 0.293-0.935) and diabetes mellitus ( OR=0.376, 95% CI: 0.173-0.818) had lower positive probability of anti-HBs. Moreover, there were additive and multiplicative interactions between hemodialysis duration ≥5 years and diabetes mellitus. Conclusions:The immunity persistence after one year in 60 μg hepatitis B vaccination group was longer than that in 20 μg hepatitis B vaccination group in maintained hemodialysis patients, vaccine dose, hemodialysis duration and diabetes mellitus were the influencing factors for the immunity persistence, there were additive and multiplicative interactions between hemodialysis duration ≥5 years and diabetes mellitus.
6.Variation analysis of uridine diphosphate glucuronosyl transferase 1A1 gene in several nationalities′ neonates with etiology-unknown neonatal hyperbilirubinemia in Qiubei County
Jianmin YAO ; Huaen WANG ; Jianbing CHANG ; Yi CHEN ; Xuehui ZHANG ; Jing LU ; Yulin CHEN ; Guoqing ZHANG
Chinese Pediatric Emergency Medicine 2020;27(7):540-544
Objective:To explore the polymorphism of the uridine diphosphateglucuronosyl transferase 1A1 ( UGT1A1) gene in children of multiple nationalities with etiology-unknown neonatal hyperbilirubinemia in Qiubei County. Methods:Full-term neonates with unknown cause hyperbilirubinemia were collected.They were admitted to neonatal ward of Qiubei People′s Hospital from September 2017 to June 2018.All of them were performed UGT1A1 gene test. Results:A total of 100 neonates were enrolled in this study.Among them, 53 infants were Han, and others were minorities.Ten mutation sites of UGT1A1 gene were found.Five sites were never reported before and 4 sites could be pathogenic mutations.In addition, c.211G>A.was the most common genetic mutation, and 13 cases of homozygote and 32 cases of heterozygote were revealed by exome sequencing.The bilirubin levels of children with homozygote c. 211G>A were higher than those without the variation in this study and the differences were statistically significant ( t=2.621, P=0.008). The incidence of c. 211G>A mutation was similar between Han and minority nationalities.Among new-found mutations, c.1091C>CA heterozygous mutation was found in 19 children and in several nationalities, suggesting that this was a common UGT1A1 gene mutation in Qiubei County.Besides c. 211G>A and c. 1091C>CA were the most common variants.The incidence of c. 211G>A had no significant difference between Han and minority nationalities (χ 2=0.215, P=0.643). Neither had the incidence difference of c. 1091C>CA between Han and minority nationalities (χ 2=0.017, P=0.897). Conclusion:c. 211G>A and c. 1091C>CA mutations , which are distributed in both Han and minority nationalities, are common UGT1A1 mutations in Qiubei County.The distribution rate of c. 211G>A mutation is high in the population.The homozygous variation of c. 211G>A is associated with neonatal hyperbilirubinemia.
7.Research and development of remote training system for radiotherapy CT simulation based on virtual reality technology
Fen ZHENG ; Benhua XU ; Miaoyun HUANG ; Liuqing JIANG ; Fangfen DONG ; Lanyan GUO ; Jianmin YAO ; Yuangui CHEN ; Xiaobo LI
Chinese Journal of Radiation Oncology 2020;29(12):1070-1074
Objective:To develop a remote training system for CT simulation positioning of radiotherapy using virtual reality technology, and to explore a new method of medical training.Methods:The 3DMax and Maya were employed to establish the 3D model. The unity3D engine was adopted to develop 3D virtual operation and interaction system. Java spring MVC architecture was utilized as the system background service. MySQL was used as the background database system. The users were assigned into two roles: teacher and student, and the modes were divided into teaching and assessment modes.Results:The function of the system covered the whole process of CT simulation positioning, mainly including modules of patient information management, CT simulation positioning machine cognition, body position fixation technology, CT positioning scanning, and emergency handling, etc. Since it was put into use in 2018, the system has been running stably, with 14 920 pages views and an 86.66% pass rate. Compared with the traditional training, the training efficiency has been significantly improved and has received unanimous recognition.Conclusions:The remote training system can effectively improve the clinical practice ability and humanistic care ability of the trainees, which has good autonomy, sharing, and innovation. At present, the system has been put online and has strong popularization with prospects for broad application.
8.Efficacy of nalbuphine combined with propofol for esophageal dilation with gastroscope in pediatric patients
Duoyi LI ; Jianmin ZHANG ; Fang WANG ; Lijing LI ; Lan SUN ; Muyang TIAN ; Mengnan YAO
Chinese Journal of Anesthesiology 2020;40(7):839-842
Objective:To evaluate the effect of nalbuphine combined with propofol for esophageal dilation with gastroscope in the pediatric patients.Methods:A total of 150 pediatric patients with esophageal stenosis, aged 6 months-2 yr, weighing 6-15 kg, of American Society of Anesthesiologists physical status Ⅰ or Ⅱ, scheduled for elective painless balloon dilation with gastroscope under general anesthesia, were randomized into 3 groups ( n=50 each) according to the random number table method: nalbuphine 0.1 mg/kg plus propofol group (N 1P group), nalbuphine 0.2 mg/kg plus propofol group (N 2P group), and fentanyl plus propofol group (FP group). Nalbuphine 0.1 and 0.2 mg/kg and fentanyl 1 μg/kg were intravenously injected in N 1P, N 2P and FP groups, respectively, and 2 min later propofol 1.5-2.0 mg/kg was intravenously injected for sedation until the eyelash reflex disappeared in the three groups.Propofol 1.0 mg/kg was added when body movement occurred during surgery.The amount of propofol consumed during surgery, occurrence of body movement and respiratory depression, occurrence of adverse reactions such as postoperative nausea and vomiting, and laryngospasm, emergence time, Face Legs Activity Cry Consolability (FLACC) pain scale score and surgeons′ satisfaction were recorded. Results:Compared with group N 1P, the consumption of propofol, body movement classification ratio and FLACC score were significantly decreased, and the emergence time was shortened in group N 2P ( P<0.05), and no significant change was found in the parameters mentioned above in group FP ( P>0.05). There was no significant difference in the incidence of perioperative adverse reactions and degree of surgeons′ satisfaction among the three groups ( P>0.05). Conclusion:Nalbuphine combined with propofol can provide satisfactory anesthetic efficacy with fewer adverse reactions when used for esophageal dilation with gastroscope in the pediatric patients.
9.Effect of inhibition of P38MAPK phosphorylation on learning and memory and autophagy in hippo-campus of rats after cerebral ischemic postconditioning
Xiaoyun ZHAO ; Ying HAN ; Yaning ZHAO ; Yao LIU ; Jianmin LI ; Na DOU ; Dan LI
Chinese Journal of Behavioral Medicine and Brain Science 2018;27(6):487-491
Objective To investigate the effect of ischemic postconditioning on autophagy and learning and memory impairment in rats with ischemia-reperfusion injury by P38MAPK.Methods Ninty-six rats were randomly divided into sham group ( Sham group), cerebral ischemia reperfusion group ( CIR group),cerebral ischemic postconditioning group ( CIP group) and cerebral ischemic postconditioning com-bined with SB203580 group (CIP + SB203580 group),and 24 rats in each group. The rat model of cerebral ischemia was established by Pulsinelli four-vessel occlusion. The learning and memory abilities of rats were measured by Morris water maze. HE staining were used to detect the morphological changes of hippocampal neurons. The phosphorylation of P38MAPK and Beclin-1,LC3-Ⅱexpression were observed by immunohisto-chemistry. Results Compared with the Sham group,the number of crossing the platform decreased(24 h: (3.04±0.20)times),and the escape latency was longer in CIR group(24 h:(58.38±1.52) s) (all P<0.05). The number of survival neurons reduced (24 h:70.93±1.86),and the expression of P38MAPK,LC3-Ⅱ,Bec-lin-1 in immunohistochemistry were increased in CIR group(all P<0.05). Compared with CIR group,the number of crossing the platform at each time point increased (24 h:(5.46±0.50)times),the escape latency was shorter (24 h:(52.42±1.53)s),the number of survival neurons increased at each time point(24 h:(83.07±5.30)) and the expression level of P38MAPK decreased in the CIP group,while the expression lev-el of LC3-II,Beclin-1 increased (all P<0.05).Compared with the CIP group,the number of crossing the plat-form((24 h:(7.13±0.33)times),the escape latency was shorter (24 h:(48.04±1.39)s),the number of survival neurons increased at each time point(24 h:(91.40±1.74)),and the expression of P38MAPK was down-regulated,while the expression of LC3-II,Beclin-1 were up-regulated in CIP +SB203580 group(all P<0.05). Conclusion Ischemic postconditioning can improve learning and memory impairment in rats with is-chemia-reperfusion injury by P38MAPK regulating autophagy.
10.Application of virtual reality technology in teaching course of radiotherapy technology
Xiaobo LI ; Fangfen DONG ; Wenfang SONG ; Lifang CHEN ; Dongdong ZHANG ; Jianmin YAO ; Benhua XU
Chinese Journal of Radiation Oncology 2018;27(12):1093-1096
Objective To discuss the necessity and feasibility of application of virtual reality (VR) technology in the teaching course of radiotherapy technology based on the contradictions between the theory and practice of current teaching mode.Methods After in-depth analysis of the characteristics of the existing disciplinary teaching mode,VR technology was introduced to design software,glasses,operating handles and establish a special interactive platform. The teaching courses could be delivered via mobile phone side AR, helmet and AR, touch screen and PC virtual simulation with VR virtual simulation, etc. Six processes of radiotherapy were tested through online courses and offline groups to analyze the feasibility of this technology applied in the training of radiotherapy professionals. Results After the design of software and hardware and the analysis of test results,the online teaching could be utilized to write interactive programs,build virtual experience scenes, create course resource database and construct practical training courses and teaching system. The offline practice test could be applied to the simulation learning of feedback of the whole process, which possessed feasibility and development value. It could be applied to the theory and practice teaching of radiation therapy technology,making the teaching more convenient,vivid and intuitive. Conclusions VR technique combined with radiotherapy technology training can be delivered through online and offline teaching courses of theory and practice by using the plane and virtual simulation technology, which is convenient, quick and highly efficient and deserves widespread application.


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