1.Diagnostic efficacy of artificial intelligence model based on yolox framework integrating left ventricular segmentation and key point detection to automatically measure left ventricular ejection function in patients with chronic renal failure
Hanxiao LI ; Qiang JI ; Yang ZHAO ; Chuang JIA ; Shujiao JI ; Jianjun YUAN ; Yu XING ; Tian ZENG ; Haohui ZHU
Chinese Journal of Ultrasonography 2024;33(5):407-414
Objective:To evaluate the detection performance of left ventricular ejection fraction (LVEF) in patients with chronic renal failure (CRF) by an artificial intelligence (AI) model based on yolox framework integrating left ventricular segmentation and critical point detection.Methods:From January 2019 to June 2023, a total of 4 284 echocardiographic images of 2 000 adults aged 18-80 years without segmental wall motion abnormalities, structural heart disease, cardiac surgery or cardiomyopathy were collected in Henan Provincial People′s Hospital to delineate the endocardial membrane, as a training set, an AI model based on yolox framework integrating left ventricular segmentation and critical point detection was established. The images were divided into the training set( n=1 675) and the test set( n=325) in a ratio of about 5∶1. All 228 echocardiographic images of 100 normal adult volunteers who were treated in Henan Provincial Chest Hospital from May 2020 to May 2021 were collected as external test set validation. All 792 echocardiographic images of 204 patients treated in Henan Provincial People′s Hospital from April 2019 to June 2023 were continuously enrolled to evaluate the measurement efficiency of AI model. Spearman correlation statistical method was used to analyze the consistency of AI model measurement with manual measurement and TomTec software measurement methods of 3 senior echocardiographic professionals. Subjects were divided into clear image group, unclear image group, normal LVEF group and reduced LVEF group, the differences of general data between the two groups were compared. The correlation coefficient(ICC) within the group was calculated to analyze the consistency, so as to evaluate the model performance. Results:LVEF measured by AI model was significantly correlated with both manual measurement and TomTec model measurement ( rs=0.834, 0.826; all P<0.01). ICC values of the clear image group and the unclear image group were 0.96 and 0.97, respectively. ICC values for all subjects, normal LVEF group and reduced LVEF group were 0.96, 0.90 and 0.96, respectively. Conclusions:The AI model based on yolox framework integrating left ventricular segmentation and critical point detection has good diagnostic performance in the automatic measurement of LVEF in patients with CRF.
2.Exploring the Integrated Traditional Chinese and Western Medicine Treatment for Acute Respiratory Distress Syndrome from the Perspective of State Differentiation and Treatment
Yikun GUO ; Miao CHENG ; Jun YAN ; Bei XUE ; Linwen CHEN ; Shujiao LI ; Shangshang JIANG ; Liangduo JIANG ; Chengjun BAN
Journal of Traditional Chinese Medicine 2024;65(6):577-581
From the perspective of state differentiation and treatment, it is believed that the pathogenesis of acute respiratory distress syndrome (ARDS) is that evil poisons injured the lungs, and the lung qi suddenly collapsed, then blocked and exhausted, and the qi failure to control blood and liquid, then the fluids overflow outside the vessels, and damp phlegm, stasis, and toxins became knotted up in the body, which ultimately leads to qi dysfunction, and a series of symptom arise, so qi impairment is the principal mechanism of ARDS. A combination of Chinese and Western medicine was proposed to treat ARDS by combining tangible qi and intangible qi, using Chinese herbal medicine to boost qi and relieve collapse, percolate and drain dampness with bland medicinals, resolve toxins and dissolve stasis, and regulate qi, and combining with Western medicine to assist qi circulation to improve qi's consolidation, propulsion, and transformation, so as to make the evil qi go away, the positive qi restored, the viscera qi circulated, qi, blood, yin, and yang connected, and the activities of life maintained, and thus to achieve the goal of treating ARDS by integrated Chinese medicine and Western medicine.
3.Three-year survival status of 664 older patients with acute exacerbation of chronic obstructive pulmonary disease and the prognostic factors of traditional Chinese and western medicine
Shujiao LI ; Yuanrun GUO ; Mingzhe WANG ; Miao CHENG ; Fengyuan LIANG ; Yiqiu LI ; Chengjun BAN
Journal of Beijing University of Traditional Chinese Medicine 2024;47(9):1288-1296
Objective Acute exacerbation of chronic obstructive pulmonary disease (AECOPD) is the leading cause of hospitalization and death in patients with chronic obstructive pulmonary disease (COPD). Exploring the prognostic factors of AECOPD patients will assist in optimizing treatment strategies and standardizing disease management. Methods This study retrospectively collected the clinical data of 664 patients with AECOPD admitted to the Respiratory Department of Dongzhimen Hospital of Beijing University of Chinese Medicine from January 2013 to September 2019. The 3-year survival rate and treatment of the patients were investigated. According to whether the patients died,they were divided into a non-survivors group and a survivors group,and clinical data such as basic information,comorbidities,and auxiliary examination results were compared between the two groups. Incorporating clinical experience of researchers and previous research evidence,a secondary screening of variables was conducted to ultimately determine the covariates to be included in the multifactorial Cox proportional hazards regression model,and the factors affecting the 3-year survival rate of the patients were analyzed. Results A total of 664 cases were included in this study,including 362 males and 302 females,with an average age of (77.25±6.89) years old. The 3-year all-cause mortality rate of older hospitalized patients with AECOPD was 20.48%(136 patients). Older age (HR:1.071,95%CI:1.040-1.102,P<0.001);smoking history (HR:1.788,95%CI:1.173-2.723,P=0.007);Charlson comorbidity index (HR:1.209,95%CI:1.029-1.421,P=0.022);lower arterial partial pressure of oxygen (HR:1.014,95%CI:1.006-1.022,P<0.001);higher brain natriuretic peptide(HR:1.001,95%CI:1.000-1.001,P=0.025);cor pulmonale(HR:1.896,95%CI:1.235-2.908,P=0.004);respiratory failure (HR:2.437,95%CI:1.378-4.311,P=0.003);TCM syndrome differentiation elements,including kidney (HR:1.639,95%CI:1.055-2.546,P=0.028) and fluid retention (HR:2.512,95%CI:1.653-3.816,P<0.001),were independent risk factors for 3-year all-cause death of older hospitalized patients with AECOPD. Long-term regular use of bronchiectasis (HR:0.474,95%CI:0.324-0.695,P<0.001) was an independent protective factor for 3-year all-cause death. Conclusion The 3-year survival rate of elderly hospitalized patients with AECOPD is relatively low,with the TCM syndrome elements manifested as lung-kidney qi deficiency,yang deficiency with water retention,and blood stasis obstruction. Patients with moderate to severe impairment of lung function due to COPD have an increased risk of death within 3 years. Therefore,for such patients,nourishing lung-kidney qi,resolving phlegm and water retention,activating blood circulation to remove blood stasis and dredging collaterals,combined with regular use of bronchodilators,may help improve their 3-year survival rate.
4.Effects of alternating food restriction on blood glucose, body mass index and blood lipids in overweight or obesity patients with type 2 diabetes mellitus
Wei LI ; Yuan TIAN ; Jinling ZHAO ; Lu LIANG ; Zhiqin TANG ; Shujiao ZHOU
Chinese Journal of Postgraduates of Medicine 2023;46(9):804-810
Objective:To explore the effect of alternating food restriction on blood glucose, body mass index (BMI) and blood lipids in overweight or obesity patients with type 2 diabetes mellitus.Methods:A prospective cohort study was used. Three hundred overweight or obesity type 2 diabetes mellitus patients with stable blood glucose control from December 2021 to February 2022 in Nanxiang Hospital, Jiading District of Shanghai City were selected. The patients were divided into alternating food restriction group (adopting alternating food restriction therapy, giving balanced meal plates, reducing 30% of calories intake every other day), low carbohydrate high protein group (adopting low carbohydrate and high protein therapy, giving low carbohydrate and high protein reduction meal plates, reducing 15% of calories intake every day) and balanced diet group (adopting balanced diet therapy, giving balanced meal plates) by random digits table method with 100 cases each. All three groups received intervention treatment for 6 months. The height and body mass before intervention and the end of intervention and 6 months after intervention were measured, and the BMI was calculated. The levels of glycosylated hemoglobin (HbA 1c), fasting blood glucose (FBG), 2 h postprandial blood glucose (2 h PBG), triacylglycerol (TG), total cholesterol (TC) and low-density lipoprotein cholesterol (LDL-C) were measured. Results:At the end, 280 cases were completed the study. There were 90 cases in the alternating food restriction group, 90 cases in the low carbohydrate high protein group, and 100 cases in the balanced diet group. There were no statistical differences in HbA 1c, FBG, 2 h PBG, BMI, TG, TC and LDL-C before intervention among the three groups ( P>0.05). At the end of the intervention, the HbA 1c and FBG in alternating food restriction group and low carbohydrate high protein group were significantly lower than those in balanced diet group: (6.50 ± 0.39)% and (6.67 ± 0.30)% vs. (6.79 ± 0.32)%, (6.47 ± 0.61) and (6.80 ± 0.30) mmol/L vs. (6.94 ± 0.37) mmol/L, the indexes in alternating food restriction group were significantly lower than those in low carbohydrate high protein group, and there were statistical difference ( P<0.05); the 2 h PBG and BMI in alternating food restriction group and the low carbohydrate high protein group were significantly lower than those in balanced diet group: (8.83 ± 0.63) and (8.81 ± 0.70) mmol/L vs. (9.45 ± 0.85) mmol/L, (25.99 ± 2.13) and (26.53 ± 2.16) kg/m 2 vs. (27.24 ± 2.24) kg/m 2, and there were statistical differences ( P<0.05), there were no statistical differences in 2 h PBG and BMI between alternating food restriction group and the low carbohydrate high protein group ( P>0.05). Six months after intervention, the HbA 1c, 2 h PBG and BMI in alternating food restriction group were significantly lower than those in low carbohydrate high protein group and balanced diet group: (6.62 ± 0.29)% vs. (6.79 ± 0.19)% and (6.84 ± 0.23)%, (9.21 ± 0.53) mmol/L vs. (9.48 ± 0.66) and (9.55 ± 0.51) mmol/L, (25.60 ± 1.67) kg/m 2 vs. (27.26 ± 2.42) and (27.79 ± 2.49) kg/m 2, and there were statistical differences ( P<0.05), there were no statistical differences in HbA 1c, 2 h PBG and BMI between low carbohydrate high protein group and balanced diet group ( P>0.05). At the end of intervention and 6 months after intervention, there were statistical differences in TG, TC and LDL-C among the three groups ( P<0.05); among them, the TG in alternating food restriction group was significantly lower than that in low carbohydrate high protein group and the balanced diet group: (1.67 ± 0.70) mmol/L vs. (1.99 ± 0.89) and (2.49 ± 0.94) mmol/L, (1.70 ± 0.71) mmol/L vs. (2.04 ± 0.96) and (2.53 ± 1.08) mmol/L, and there were statistical differences ( P<0.05), there was no statistical difference in TG between the low carbohydrate high protein group and balanced diet group ( P>0.05). Conclusions:The alternating food restriction therapy in overweight or obesity patients with type 2 diabetes mellitus can not only reduce blood glucose, improve blood lipids, but also reduce BMI, and the overall effect is better than that of low carbohydrate high protein therapy.
5.Epidemiological investigation of a pulmonary tuberculosis outbreak involving six high schools
LI Yan ; LEI Mengting ; WANG Sui ; YIN Shujiao ; ZHANG Cunrui ; LI Qingchun
Journal of Preventive Medicine 2023;35(7):607-610
In September 2020, three pulmonary tuberculosis cases were identified during school physical examinations at a senior high school in a district (School B) of Hangzhou City. Immediate epidemiological surveys were performed by local district and Hangzhou Center for Disease Control and Prevention, and a pulmonary tuberculosis outbreak involving 9 cases in 6 schools were identified. All cases were once Grade 9 students in Class of 2019 at a junior high school (School A), and the source of infection might be a laboratory-confirmed cases (index case) in this class reported in April, 2019. Following exposure to index case, other cases developed disease onset or were screened after entering senior high schools. In November, 2020, tuberculin skin test and chest X-ray scan were performed to screen pulmonary tuberculosis among 43 students and teachers in a class of Grade 9 in Class of 2019 at School A, and 17 students strongly positive for tuberculin skin test were given prophylactic therapy. No pulmonary tuberculosis case were identified until June 2021. It is suggested that early epidemiological surveys facilitates the identification of the epidemiological correlation between cases. Active search for individuals with common exposure history and prophylactic therapy are required if a possible outbreak is found, which is helpful to avoid the spread of the outbreak.
6.The influence of using smart products and having hobbies on the cognitive function among the elderly living in a nursing home
Shujiao LYU ; Lu LIN ; Huiling LI ; Lin LI ; Yahui WANG ; Yanghui LIANG ; Hongmei SU ; Zengfang YANG
Chinese Journal of Practical Nursing 2018;34(6):407-411
Objective To explore the effect of using smart products (including smart phones, computers and other electronic products),as well as having hobbies on their cognitive function in pension agency elderly people,and analyze if there is certain protective effect on cognitive function by using smart products and having hobbies.So as to reduce the risk of mild cognitive impairment in the future. Methods By convenience sampling, 160 residents living in the nursing home of suzhou city (mean age 60 or higher) were selected, and demographic data were collected by using a homemade questionnaire, their cognitive function was investigated by using the Montreal Cognitive Assessment Scale. Results Single factor analysis showed that the score of the elderly who often use smart products in every cognitive field and overall cognitive function were superior to those who could not use smart products,the difference was statistically significant(t=-4.47--2.15,all P<0.05).The scores of the elderly with hobbies were higher in the overall cognitive function and the other six areas except the orientation, than those who had no hobby,and the differences were statistically significant(t=-6.80--1.81,all P<0.05).After adjusting for age,gender,body mass index(BMI),cultural level,often using smart products in total cognitive function in the elderly(t=4.842,P<0.01)and executive function(t=4.008,P<0.01),attention(t=3.045,P=0.003), abstract(t=2.135,P=0.034),delayed recall(t=3.759,P<0.01),the directional(t=2.866,P=0.005)of the five areas showed significant correlation. The total cognitive function of the elderly with hobbies (t=3.496, P = 0.001) and the visual spatial execution function (t=3.316, P = 0.001), naming (t=3.241, P =0.001), abstract (t=2.643, P = 0.009), and delayed recall (t=2.073, P= 0.04) were all significantly correlated.Conclusions Often using smart products and having certain hobbies are protective factors of cognitive function,build corresponding intervention plans for the future,by cultivating the elderly hobby, guiding the elderly using intelligent products and other measures to achieve successful aging, slow the cognitive decline,thus reducing the risk of mild cognitive impairment.
7."Medical care in Malta from the point of view of""person-centred care""——the exchange experience of University of Malta"
Shujiao LYU ; Kun ZHOU ; Huiling LI
Chinese Journal of Practical Nursing 2017;33(24):1869-1872
It was the honor to participate in the exchange program between University of Malta and Soochow University focusing on Dementia care;gerontology and elderly rehabilitation care from September 2016 to January 2017. During those 5 months, as a nursing graduate student, the experience which made me a deeply impression is the point of view ofperson-centred carefrom the medical care I′ve seen in Malta. This essay combined with the exchange experience through clinical observation and practice at hospitals in Malta, is going to highlight the point of view of person-centred care. That can reflect on some shortages of domestic in the medical care environment in China, hoping for a morehumane, moreperson-centred, andperson in heartmedical care environment.
8.Analysis of imported malaria epidemic situation and implication for preven-tion and control strategy in Guangxi Zhuang Autonomous Region in 2014
Kangming LIN ; Jun LI ; Yichao YANG ; Shujiao WEI ; Weiwei ZHANG ; Xiangyang FENG ; Haiyan WEI ; Yaming HUANG
Chinese Journal of Schistosomiasis Control 2016;28(6):692-695
Objective To analyze the epidemic characteristics of the imported malaria cases in Guangxi Zhuang Autono?mous Region in 2014,so as to assess the transmission risk and explore the prevention and control strategy. Methods The data of the malaria epidemic situation in the network direct report system of Guangxi in 2014 and the annual report of malaria epidem?ic situation in 14 cities were collected. The epidemiological information of the imported malaria cases was analyzed. Results A total of 184 malaria patients were reported in Guangxi in 2014,with a descent rate of 85.29%when compared to that in 2013 (1 251 cases),and the incidence rate was 0.35/100 000. All the cases were imported from abroad,and four species of Plasmodi?um were found in their blood samples. The number of falciparum malaria cases was the most(49.46%),followed by the ovale malaria cases(32.07%). All the cases were distributed in 32 counties(districts)of 11 cities ,and 65.76%of them were distrib?uted in Shanglin County. Most of the cases were male(98.37%),and those aged in 20-49 years accounted for 87.50%. The im?ported cases came from 14 countries of Africa(86.41%)and 2 countries of Southeast Asia(13.59%),in which,48.37%of the cases were imported from Garner. The main occupation of the cases in abroad was gold mining work(86.96%). The cases were reported all the year around,with no obvious seasonality. The interval time of back home to attack of the patients with tertian ma?laria and ovale malaria was longer. Conclusion Africa and Southeast Asia is the main source of imported malaria cases in Guangxi,and the migrant workers returning home may have the risk of malaria recurrence,which should be paid enough atten?tion to.
9.Effect of malaria surveillance and control of Guangxi Zhuang Autonomous Region in 2013
Jinhui LI ; Kangming LIN ; Shujiao WEI ; Haiyan WEI ; Jun LI ; Yichao YANG
Chinese Journal of Schistosomiasis Control 2015;(1):41-44
Objective To evaluate the effect of malaria surveillance and control of Guangxi Zhuang Autonomous Region in 2013,and explore the suited surveillance and management of imported malaria cases,so as to provide the evidence for formulat?ing the scientific control measures of imported malaria. Methods The endemic data and control measures of malaria in Guangxi in 2013 were collected and analyzed statistically. Results A total of 1 251 malaria cases were found in Guangxi in 2013,with 88.25%(1 104 cases)of falciparum malaria,8.63%(108 cases)of vivax malaria,0.64%(8 cases)of quartan malaria,1.52%(19 cases)of ovale malaria,and 0.96%(12 cases)of mixed infection;93.21%(1 166 cases)were off?farm workers;96.56%(1 208 cases)were imported from Africa and mainly consisted of falciparum malaria cases;3.44%(43 cases)were imported from southeast Asia and mainly consisted of vivax malaria cases. The cases of imported malaria were increasing and the infection rate in 2013 was increased by 464%compared with that in 2012. Conclusion The imported malaria cases in Guangxi mainly come from Africa at present. Promoting the health education and professional skill of malaria control and treatment ,as well as the diagnosis and treatment of the patients in early time are important measures to control the imported malaria.
10.Comparison of laparoscope-assisted D2 radical total gastrectomy and open gastrectomy for gastric cancer.
Zhiqing HUANG ; Guoxin LI ; Yanchang XU ; Guorong WANG ; Shujiao YOU
Chinese Journal of Gastrointestinal Surgery 2014;17(8):781-784
OBJECTIVETo evaluate the clinical feasibility of laparoscope-assisted D2 radical total gastrectomy for gastric cancer.
METHODSFrom March 2011 to March 2013, 216 gastric cancer patients underwent D2 radical total gastrectomy in our hospital, including 118 laparoscopic and 98 open procedures. The intraoperative and postoperative outcomes between the two groups were compared.
RESULTSCompared with open surgery group, laparoscopic group had longer operation time [(253.9 ± 26.1) min vs. (206.2 ± 23.9) min, P<0.01], less intraoperative blood loss [(138.4 ± 34.0) ml vs. (266.3 ± 58.7) ml, P<0.01], shorter postoperative hospital stay [(10.3 ± 1.4) d vs. (13.9 ± 2.0) d, P<0.01], and lower morbidity of postoperative complication [16.1% (19/118) vs. 29.6% (29/98), P<0.05]. There were no significant differences in the number of lymph node removed [(26.2 ± 6.2 vs. 27.6 ± 5.6)], postoperative morbidity of complication [1.7% (2/118) vs. 2.0% (2/98)], and 2-year survival rate(99.0% vs. 98.6%) between the two groups (all P>0.05).
CONCLUSIONAs compared to open surgery, laparoscope-assisted D2 radical total gastrectomy is safe, feasible with the advantage of rapid postoperative recovery.
Aged ; Female ; Gastrectomy ; methods ; Humans ; Laparoscopy ; Laparotomy ; Male ; Middle Aged ; Retrospective Studies ; Stomach Neoplasms ; surgery ; Treatment Outcome


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