1.LRAE-Unet:a lightweight network for fully automatic segmentation of brain tumor from MRI
Jiahao LIN ; Yu WANG ; Hongbing XIAO ; Mei SUN
Chinese Journal of Medical Physics 2024;41(1):43-49
A lightweight residual attention enhanced Unet(LRAE-Unet)is designed for the fully automatic brain tumor segmentation.LRAE-Unet uses lightweight residual module to solve the problems of gradient disappearance and network degradation when the network layers increases,lightweight self-attention module to suppress the irrelevant areas and highlight the significant features of specific local areas,and enhanced average pooling module with a larger field of perception to reduce the space of feature map,save computing resources and avoid over-fitting.The experiment on BraTS 2019 dataset shows that the proposed method has a Dice similarity coefficient of 91.24%,88.64%and 88.32%in the segmentations of the whole tumor,tumor core and enhanced tumor,which proves its feasibility and effectiveness for brain tumor segmentation.
2.Endovascular treatment for symptomatic non-acute long-segment occlusion of the internal carotid artery: comparison with drug therapy
Yue ZHU ; Chao HOU ; Shuxian HUO ; Qin YIN ; Xianjun HUANG ; Wen SUN ; Guodong XIAO ; Yong YANG ; Hongbing CHEN ; Min LI ; Mingyang DU ; Ruidong YE
International Journal of Cerebrovascular Diseases 2024;32(8):576-584
Objective:To investigate the clinical outcome of endovascular treatment vs. drug treatment in patients with symptomatic non-acute long-segment occlusion of the internal carotid artery. Methods:Based on prospective cohort registration research data, patients with symptomatic non-acute long-segment occlusion of internal carotid artery were retrospectively included. They were divided into a drug treatment group and an endovascular treatment group according to the actual treatment received. The latter was further divided into a successful recanalization group and an unsuccessful recanalization group. The endpoint events included ipsilateral ischemic stroke, any stroke, and all-cause death. Multivariate logistic regression analysis was used to compare the endpoint events between groups during the perioprocedural period (within 30 days), and multivariate Cox proportional hazards model was use to compare the endpoint events between the groups during the long-term follow-up. Results:A total of 684 patients were included, of which 570 (83.33%) were male, median aged 63 years (interquartile range, 56-70 years). Three hundred and fifty-three patients (51.6%) received drug treatment; 331 (48.4%) received endovascular treatment, of which 161 (48.6%) had successful recanalization. The median follow-up time was 1 223 days (interquartile range, 646.5-2 082 days), with 109 patients (15.9%) experiencing stroke recurrence events (including 87 ipsilateral ischemic stroke) and 78 (11.4%) experiencing all-cause mortality. The risk of any stroke during the perioprocedural period in the successful recanalization group was significantly higher than that in the drug treatment group (odds ratio 3.679, 95% confidence interval 1.038-13.036; P=0.044), but the risk of ipsilateral ischemic stroke recurrence (risk ratio 0.347, 95% confidence interval 0.152-0.791; P=0.012) and all-cause mortality (risk ratio 0.239, 95% confidence interval 0.093-0.618; P=0.003) during the long-term follow-up were significantly lower than those in the drug treatment group. Conclusions:In patients with symptomatic non-acute long-segment occlusion of the internal carotid artery, endovascular treatment can increase the risk of stroke recurrence within 30 days, but successful recanalization can reduce the risks of long-term ipsilateral ischemic stroke recurrence and all-cause mortality.
3.Construction of risk assessment index system for CVC dysfunction in CRRT patients
Yihui FENG ; Yun LIU ; Caihong WANG ; Qi WANG ; Hongbing CUI ; Ke SUN
Chinese Journal of Modern Nursing 2024;30(30):4152-4156
Objective:To construct a comprehensive and targeted risk assessment index system for central venous catheter (CVC) dysfunction in patients undergoing continuous renal replacement therapy (CRRT) .Methods:The risk assessment indicators for CVC dysfunction in CRRT patients were determined based on literature review and Delphi expert consultation. From July to September 2023, 19 experts in hemodialysis were selected for expert consultation. Based on expert opinions and screening criteria, corresponding indicators were added, deleted, or modified. After the second round of consultation, the expert opinions tended to be consistent.Results:A total of 17 experts completed two rounds of consultation. In the two rounds of consultation, the effective response rates of the questionnaires were 89.5% (17/19) and 100.0% (19/19), respectively, and the expert authority coefficients were 0.87 and 0.88, respectively. The Kendall harmony coefficients were 0.131 and 0.138 ( P<0.05). The final risk assessment index system included seven primary indicators and 44 secondary indicators. Conclusions:The risk assessment index system for CVC dysfunction in CRRT patients constructed is scientific, reliable, and practical, which can provide reference for clinical medical and nursing staff to improve catheter risk management in CRRT patients.
4.A decision tree model to predict successful endovascular recanalization of non-acute internal carotid artery occlusion
Shuxian HUO ; Chao HOU ; Xuan SHI ; Qin YIN ; Xianjun HUANG ; Wen SUN ; Guodong XIAO ; Yong YANG ; Hongbing CHEN ; Min LI ; Mingyang DU ; Yunfei HAN ; Xiaobing FAN ; Xinfeng LIU ; Ruidong YE
International Journal of Cerebrovascular Diseases 2023;31(7):481-489
Objective:To investigate predictive factors for successful endovascular recanalization in patients with non-acute symptomatic internal carotid artery occlusion (SICAO), to develop a decision tree model using the Classification and Regression Tree (CART) algorithm, and to evaluate the predictive performance of the model.Methods:Patients with non-acute SICAO received endovascular therapy at 8 comprehensive stroke centers in China were included retrospectively. They were randomly assigned to a training set and a validation set. In the training set, the least absolute shrinkage and selection operator (LASSO) algorithm was used to screen important variables, and a decision tree prediction model was constructed based on CART algorithm. The model was evaluated using the receiver operating characteristic (ROC) curve, Hosmer-Lemeshow goodness-of-fit test and confusion matrix in the validation set.Results:A total of 511 patients with non-acute SICAO were included. They were randomly divided into a training set ( n=357) and a validation set ( n=154) in a 7:3 ratio. The successful recanalization rates after endovascular therapy were 58.8% and 58.4%, respectively. There was no statistically significant difference ( χ2=0.007, P=0.936). A CART decision tree model consisting of 5 variables, 5 layers and 9 classification rules was constructed using the six non-zero-coefficient variables selected by LASSO regression. The predictive factors for successful recanalization included fewer occluded segments, proximal tapered stump, ASITN/SIR collateral grading of 1-2, ischemic stroke, and a recent event to endovascular therapy time of 1-30 d. ROC analysis showed that the area under curve of the decision tree model in the training set was 0.810 (95% confidence interval 0.764-0.857), and the optimal cut-off value for predicting successful recanalization was 0.71. The area under curve in the validation set was 0.763 (95% confidence interval 0.687-0.839). The accuracy was 70.1%, precision was 81.4%, sensitivity was 63.3%, and specificity was 79.7%. The Hosmer-Lemeshow test in both groups showed P>0.05. Conclusion:Based on the type of ischemic event, the time from the latest event to endovascular therapy, proximal stump morphology, the number of occluded segments, and the ASITN/SIR collateral grading constructed the decision tree model can effectively predict successful recanalization after non-acute SICAO endovascular therapy.
5.Research progress in the molecular biological mechanism of 125I seed in the treatment of malignant tumors
Chao WANG ; Bai SUN ; Hao WANG ; Hongbing SHI
Journal of Interventional Radiology 2023;32(12):1263-1268
Interstitial implantation of 125I seeds is a kind of continuous low-dose-rate internal irradiation therapy,and it has been used in the treatment of various malignant tumors.In recent years,molecular biology research on the treatment of malignant tumors with 125I seeds has been gradually carried out and deepened.In addition to damaging DNA,125I seeds also act on the endoplasmic reticulum and mitochondria,and then,through multiple signaling pathways,induce tumor cells apoptosis and paraptosis,promote cytoprotective autophagy,and inhibit epithelial-mesenchymal transition of tumor cells.Moreover,125I seeds can also improve the tumor microenvironment.125I seeds can suppress tumor growth by inhibiting tumor microvessels and activating the immune response.This paper reviews the above-mentioned biological effects and related molecular mechanisms induced by 125I seeds,aiming to provide ideas for future mechanism research and combination therapy.(J Intervent Radiol,2023,32:1263-1268)
6.China guideline for liver cancer screening (2022, Beijing)
Jie HE ; Wanqing CHEN ; Hongbing SHEN ; Ni LI ; Chunfeng QU ; Jufang SHI ; Feng SUN ; Jing JIANG ; Guangwen CAO ; Guihua ZHUANG ; Ji PENG
Journal of Clinical Hepatology 2022;38(8):1739-1772
In China, the survival rate of liver cancer remains low while the mortality rate is high. Effectively reducing the burden of liver cancer is still a major challenge in the field of public health and chronic disease prevention in the Chinese population. Optimizing screening strategies for liver cancer remains a profound approach to secondary prevention worthy of continuous exploration. To address this pressing issue, the Bureau of Disease Control and Prevention of the National Health Commission commissioned this guideline. The National Cancer Center of China initiated the guideline development and convened a multidisciplinary expert panel and working groups. Following the World Health Organization Handbook for Guideline Development, this guideline integrated the most up-to-date evidence of liver cancer screening, China's national conditions, and existing practical experience in liver cancer screening. Evidence-based recommendations on the target population, screening technologies, surveillance strategies, and other key points across the process of liver cancer screening and surveillance management were provided. This guideline would help standardize the practice of liver cancer screening in China.
7.Effects of a perioperative whole course composite thermal insulation strategy on complications of cesarean section, maternal coagulation function and serum inflammatory indexes
Yan ZHANG ; Jia YUAN ; Yu CHEN ; Xianfeng WU ; Qinmei SUN ; Hongbing LI
Chinese Journal of Primary Medicine and Pharmacy 2022;29(5):753-757
Objective:To investigate the effects of a perioperative whole course composite thermal insulation strategy on complications of cesarean section, maternal coagulation function and serum inflammatory indexes.Methods:A total of 250 pregnant women who were subjected to cesarean section in Zhoushan Hospital between June 2020 and August 2021 were included in this study. The 125 pregnant women who gave birth using a routine simple thermal insulation strategy from June to November 2020 were assigned to the routine simple thermal insulation group, and those who gave birth using a perioperative whole course composite thermal insulation strategy were assigned to whole course composite thermal insulation group. Two groups of pregnant women underwent cesarean section under subarachnoid block. Volume of intraoperative blood loss was recorded. The incidence of complications such as shivering and postoperative infection was calculated. Platelet count, prothrombin time, activated partial thromboplastin time, thrombin time measured before surgery and 48 hours after surgery were compared between the two groups. Peripheral blood white blood cell count, neutrophil count (N%), C-reactive protein, procalcitonin, interleukin-6 measured 48 hours after surgery were compared between the two groups.Results:Volume of intraoperative blood loss in the whole course composite thermal insulation group was significantly lower than that in the routine simple thermal insulation group [(393.84 ± 79.78) mL vs. (434.80 ± 123.49) mL, t = 3.11, P < 0.05). The incidence of shivering and postoperative infection in the whole course composite thermal insulation group was 10.4% (13/125) and 7.2% (9/125), respectively, which was significantly lower than that in the routine simple thermal insulation group [25.6% (32/125), 18.4% (23/125), χ 2 = 9.78, 7.02, both P < 0.05]. At 48 hours after surgery, prothrombin time, activated partial thromboplastin time, thrombin time in the whole course composite thermal insulation group were (10.28 ± 0.48) seconds, (26.97 ± 2.27) seconds, and (14.09 ± 1.36) seconds, respectively, which were significantly shorter than those in the routine simple thermal insulation group [(11.71 ± 0.27) seconds, (27.96 ± 2.25) seconds, (15.91 ± 1.09) seconds, t = 7.34, 3.43, 11.66, all P < 0.05]. At 48 hours after surgery, white blood cell count, neutrophil count, C-reactive protein, procalcitonin, and interleukin-6 in the whole course composite thermal insulation group were (10.38 ± 2.38) ×10 9/L,(0.79 ± 0.06), (52.79 ± 20.73) mg/L, (0.13±0.42) μg/L, and (55.73 ± 24.38) ng/L, respectively, which were significantly lower than those in the routine simple thermal insulation group [(12.24 ± 7.05) × 10 9/L, 0.81 ± 0.05, (65.38 ± 25.92) mg/L, (0.20 ± 0.97) μg/L, (76.22 ± 39.08) ng/L, t = 2.79, 2.92, 4.24, 8.12, 4.97, all P < 0.05]. Conclusion:Perioperative whole course composite thermal insulation strategy can improve the coagulation function of pregnant women who are subjected to cesarean section under subarachnoid block, reduce volume of intraoperative blood loss, and decrease incidence of shivering, inflammatory reaction, and postoperative infection.
8.China guideline for liver cancer screening (2022, Beijing)
Jie HE ; Wanqing CHEN ; Hongbing SHEN ; Ni LI ; Chunfeng QU ; Jufang SHI ; Feng SUN ; Jing JIANG ; Guangwen CAO ; Guihua ZHUANG ; Ji PENG
Chinese Journal of Digestive Surgery 2022;21(8):971-996
In China, the survival rate of liver cancer remains low while the mortality rate is high. Effectively reducing the burden of liver cancer is still a major challenge in the field of public health and chronic disease prevention in the Chinese population. Optimizing screening strategies for liver cancer remains a profound approach to secondary prevention worthy of continuous explora-tion. This guideline was commissioned by the Bureau of Disease Control and Prevention of the National Health Commission. The National Cancer Center of China initiated the guideline develop-ment and convened a multidisciplinary expert panel and working group. Following the World Health Organization Handbook for Guideline Development, this guideline integrated the most up-to-date evidence of liver cancer screening, China′s national conditions, and existing practical experience in liver cancer screening. Evidence-based recommendations on the target population, screening technologies, surveillance strategies, and other key points across the process of liver cancer screening and surveillance management were provided. This guideline would help to standardize the practice of liver cancer screening in China.
9.The role of SBAR communication model combined with scenario simulation in clinical teaching of blood purification center
Yunyan MA ; Hongbing SUN ; Meng QIN ; Hang YU
Chinese Journal of Medical Education Research 2022;21(7):867-870
Objective:To explore the effect of SBAR (situation, background, assessment, recommendation) communication model combined with scenario simulation in clinical teaching of blood purification center.Methods:Sixty interns in the blood purification center from March 2019 to March 2020 were collected in the study, and randomly divided into experimental group ( n=30) and control group ( n=30). The two groups of students studied in two different treatment groups in the blood purification center. The control group used the method of traditional teaching, while the experimental group used SBAR communication combined with situational simulation for teaching on the basis of traditional teaching, with a total clinical practice time of two months. All trainees underwent theoretical examination, clinical operation examination, self-efficacy evaluation and teaching satisfaction survey after training. SPSS 22.0 was performed for t test. Results:Through SBAR communication model combined with situational simulation teaching, the scores of theoretical examination [(88.13±3.22) vs. (85.51±3.17)], clinical operation assessment [(91.31±3.48) vs. (84.17±4.94)], self-efficacy evaluation [(11.13±1.08) vs. (9.21±1.89)], teaching satisfaction [(95.71±2.87) vs. (91.18±3.08)], and communication ability [(12.27±1.13) vs. (8.63±1.45)] in the experimental group were higher than those in the control group; while there was no significant difference in the scores of theoretical assessment between the two groups ( P<0.05). Conclusion:SBAR communication model combined with situational simulation teaching can improve the learning ability, operation ability and comprehensive application ability of special training trainees, especially in communication ability, which is worthy of popularization and application in clinical teaching.
10.China guideline for liver cancer screening (2022, Beijing)
Jie HE ; Wanqing CHEN ; Hongbing SHEN ; Ni LI ; Chunfeng QU ; Jufang SHI ; Feng SUN ; Jing JIANG ; Guangwen CAO ; Guihua ZHUANG ; Ji PENG
Chinese Journal of Oncology 2022;44(8):779-814
In China, the survival rate of liver cancer remains low while the mortality rate is high. Effectively reducing the burden of liver cancer is still a major challenge in the field of public health and chronic disease prevention in the Chinese population. Optimizing screening strategies for liver cancer remains a profound approach to secondary prevention worthy of continuous exploration. To address this pressing issue, the Bureau of Disease Control and Prevention of the National Health Commission commissioned this guideline. The National Cancer Center of China initiated the guideline development and convened a multidisciplinary expert panel and working groups. Following the World Health Organization Handbook for Guideline Development, this guideline integrated the most up-to-date evidence of liver cancer screening, China′s national conditions, and existing practical experience in liver cancer screening. Evidence-based recommendations on the target population, screening technologies, surveillance strategies, and other key points across the process of liver cancer screening and surveillance management were provided. This guideline would help standardize the practice of liver cancer screening in China.

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