1.LSTM-XGBoost Based RR Intervals Time Series Prediction Method in Hypertensive Patients
Wenjie YU ; Hongwen CHEN ; Hongliang QI ; Zhilin PAN ; Hanwei LI ; Debin HU
Chinese Journal of Medical Instrumentation 2024;48(4):392-395
Objective The prediction of RR intervals in hypertensive patients can help clinicians to analyze and warn patients'heart condition.Methods Using 8 patients'data as samples,the RR intervals of patients were predicted by long short-term memory network(LSTM)and gradient lift tree(XGBoost),and the prediction results of the two models were combined by the inverse variance method to overcome the disadvantage of single model prediction.Results Compared with the single model,the proposed combined model had a different degree of improvement in the prediction of RR intervals in 8 patients.Conclusion LSTM-XGBoost model provides a method for predicting RR intervals in hypertensive patients,which has potential clinical feasibility.
2.Content Feature Mining of Medical Reviews and Its Impact on Patients' Utilization of Online Consultation Services
Zhilin JI ; Qi YU ; Jiao LU ; Peifeng HE ; Qichao GAO
Journal of Medical Informatics 2024;45(7):62-67,102
Purpose/Significance To expound the content features of online medical reviews and its impact on the utilization of pa-tients'online consultation services,and to provide references for the information management of online medical platforms.Method/Process The LDA topic model based on TF-IDF is constructed,the semantic analysis method based on sentiment dictionary is adopted to mine the content features of online medical reviews,and the principal component analysis(PC A)is applied to classify and explore them,and the regression analysis is carried out by binary logistic.Result/Conclusion The content features of online medical reviews are divided into 3 categories,including 9 indicators.Among them,the attributes of reviewers,timeliness,consultation process,service atti-tude and platform feedback have a significant impact on the utilization of efficient online consultation services by patients.It is suggested to improve the utilization level of online consultation services by optimizing related services of online medical platform review section.
3.Analysis on health-related quality of life of migrant workers with pneumoconiosis in Hunan Province
Zhilin YU ; Xiaoli LIU ; Dan YU ; Lehua YANG ; Xiongbin XIAO ; Zhongchun ZHAN ; Weirong DAI ; Li LI
China Occupational Medicine 2023;50(3):301-304
Objective To understand the health-related quality of life (HRQOL) of migrant workers with pneumoconiosis who received basic medical treatment in Hunan Province. Methods A total of 613 migrant workers with pneumoconiosis who received basic medical treatment and assistance in Hunan Province was selected as the study subjects using stratified random sampling method. The European Quality of Life-5 Dimensions (EQ-5D) questionnaire was used to assess their HRQOL. Results The abnormality of the five dimensions of the EQ-5D health description system, from high to low, were as follows: daily activities, mobility, pain/discomfort, anxiety/depression, and self-care, with the abnormal rates of 50.9%, 46.8%, 41.1%, 21.0%, and 14.5%, respectively. The visual analogue scale (VAS) score of EQ-5D was (63.5±18.6) points. Patients with stage Ⅲ pneumoconiosis had high abnormality in mobility, daily activities, and pain/discomfort compared with those with stage Ⅰ and Ⅱ disease (all P<0.02). Patients in stage Ⅱ and Ⅲ of pneumoconiosis had higher incidence of anxiety/depression compared with those with stage I disease (all P<0.02). Patients with complications in addition to pneumoconiosis had higher abnormality in mobility, self-care, and pain/discomfort compared to those with simple pneumoconiosis or those eligible for lung lavage treatment (all P<0.02). Patients with simple pneumoconiosis had a higher incidence of anxiety/depression compared with those eligible for lung lavage treatment (P<0.02). Patients with stage Ⅲ pneumoconiosis had lower average VAS scores compared with stage Ⅰ and Ⅱ patients (all P<0.02). Patients with simple pneumoconiosis or those with complications had lower average VAS scores compared with those eligible for lung lavage treatment (all P<0.05). Conclusion The HRQOL of pneumoconiosis patients among migrant workers needs improvement, especially for patients with stage Ⅲ disease and those with complications. This study indicates the need of optimizing policies, raising the hospitalization expense limit for critically ill patients with stage Ⅲ pneumoconiosis or with complications, and improving their HRQOL.
4.Clinical study on modified Guipi Decoction combined with omeprazole in the treatment of acute non-variceal upper gastrointestinal bleeding with failure of the spleen to control blood vessels syndrome
Wenbo LIU ; Yizhou WANG ; Shimin CHEN ; Hui YANG ; Yu HUANG ; Lingling YAN ; Zhilin ZHANG
International Journal of Traditional Chinese Medicine 2023;45(2):154-159
Objective:To investigate the clinical efficacy of modified Guipi Decoction combined with omeprazole in the treatment of acute non-variceal upper gastrointestinal bleeding (ANVUGIB) with failure of the spleen to control blood vessels syndrome.Methods:Prospective cohort study. A total of 120 patients from January 2018 to December 2021 Taihe County Hospital of Traditional Chinese Medicine with ANVUGIB of failure of the spleen to control blood vessels syndrome were selected, and the patients were divided into observation group and control group according to the random number table method, with 60 cases in each group. The control group was treated with a large dosage of proton pump inhibitor (omeprazole injection was injected intravenously first, and then omeprazole enteric coated tablets were taken); the observation group took Guipi Decoction on the basis of the control group, and both groups were treated for 7 days. TCM syndrome score, Hemoglobin (Hb) and hematocrit (HCT) levels were measured by colorimetry before and after the treatment. BUN was detected by urease glutamate dehydrogenase method. Prothrombin time (PT), activated partial thromboplastin time (APTT) and fibrinogen (FIB) levels were detected by immunoturbidimetry. The adverse reactions during treatment were recorded and the clinical efficacy was evaluated.Results:Two patients in the observation group and two patients in the control group dropped out of the study. After treatment, the scores of main symptoms, secondary symptoms and total scores in the observation group were lower than those in the control group ( t values were respectively 10.73, 4.45, 7.98, P<0.05). After treatment, the levels of HCT [(41.25 ± 5.03)% vs. (38.19 ± 5.26)%, t=2.95], Hb [(81.09 ± 5.23) g/L vs. (78.39 ± 5.37) g/L, t=2.74] in the observation group were higher than those in the control group ( P<0.01), and BUN [(4.38±0.96) mmol/L vs. (5.39 ± 1.13) mmol/L, t=5.19] was lower than that in the control group ( P<0.01); PT [(12.48 ± 0.67) s vs. (13.22 ± 0.73) s, t=5.69], APTT [(24.66 ± 2.29) s vs. (27.78 ± 2.04) s, t=7.75] were lower than those in the control group ( P<0.01), and FIB [(3.68 ± 0.62) g/L vs. (3.41 ± 0.74) g/L, t=2.13] level was higher than that in the control group ( P<0.05). The total effective rate of the observation group was 93.1% (54/58), and that of the control group was 79.3% (46/58), with statistical significance ( χ2=4.64, P=0.031). During the treatment, the incidence of adverse reactions in the control group was 3.4% (2/58), while that in the observation group was 1.7% (1/58), without statistical significance ( χ2=0.34, P=0.559). Conclusion:High-dosage omeprazole treatment with the addition of internal administration of Guipi Decoction can significantly improve coagulation function, correct the signs and symptoms associated with insufficient blood volume in the body circulation, improve hemostatic efficiency, and reduce the risk of bleeding in patients with ANVUGIB, without increasing the risk of patient safety with the drug.
5.Analysis on the trend of liver cancer morbidity and mortality in certain district, Suzhou City, Jiangsu Province, 2017 to 2019
Wenjuan JIN ; Yingying WANG ; Shengli GAO ; Zhilin NIU ; Zhiqiang NING ; Yu ZHANG ; Jianguo SHAO
Chinese Journal of Hepatology 2022;30(7):763-769
Objective:To analyze the trend of liver cancer morbidity and mortality among residents with household registration in certain District, 2017 to 2019.Methods:The crude morbidity and mortality rate of males and females in the whole population were calculated by using the relevant data from the certain District Cancer Registry and Report System and the Cause of Death Surveillance System. The standardized morbidity and mortality rate were calculated according to the age structure of 2000 National Demographic Census and Segi's world population, respectively. Trend in liver cancer morbidity and mortality were evaluated using percent change (PC), annual percentage change, and case-number-weighted annual percent change. Age-specific rates were used to analyze the epidemic trend of liver cancer with age.Results:The crude morbidity rate of liver cancer in the whole population (male and female) of the certain district from 2017 to 2019 were 18.86/100 000, 26.05/100 000 and 11.90/100 000 respectively, and the crude mortality rates were 21.20/100 000, 29.29/100 000 and 13.38/100 000 respectively. The crude morbidity and mortality rate of liver cancer among male showed a downward trend (PC=-16.77% and -20.15% respectively). The crude morbidity and mortality rate of liver cancer among female showed inconsistent changes; however, the crude morbidity rate showed a downward trend, and the crude mortality rate first increased and then decreased (PC=-19.42% and -0.30% respectively). Liver cancer morbidity and mortality rate in male after the age of 30 were increased with age. The two key points of accelerated growth were around the age of 65 and 75, and the peak of morbidity (130.78/100 000) and mortality (201.96/100 000) were after the age of 80. The morbidity and mortality rate were significantly lower in female than those of male aged 60; however, after the age of 65, the morbidity rate was increased rapidly and gradually approached as that of male. After the age of 80 (the peak morbidity and mortality were 104.40/100,000 and 132.87/100,000, respectively), male were about twice as high as those female aged between 75 and 79.Conclusion:Morbidity and mortality rate of liver cancer in the certain District showed an overall downward trend from 2017 to 2019, but it increased with age, and the disease burden was relatively high among the elderly population. Liver cancer mostly occurred in male, so the prevention and control of liver cancer epidemics in middle-aged and elderly should be actively monitored.
6. Impact of KIT D816 mutation on salvage therapy in relapsed acute myeloid leukemia with t(8;21) translocation
Benfa GONG ; Yehui TAN ; Aijun LIAO ; Jian LI ; Yueying MAO ; Ning LU ; Yi DING ; Erlie JIANG ; Tiejun GONG ; Zhilin JIA ; Yu SUN ; Bingzong LI ; Shuchuan LIU ; Juan DU ; Wenrong HUANG ; Hui WEI ; Jianxiang WANG
Chinese Journal of Hematology 2018;39(6):460-464
Objective:
To evaluate the impact of KIT D816 mutation on the salvage therapy in relapsed acute myeloid leukemia (AML) with t(8;21) translocation.
Method:
The characteristics of the first relapsed AML with t(8;21) translocation from 10 hospitals were retrospectively collected, complete remission (CR2) rate after one course salvage chemotherapy and the relationship between KIT mutation and CR2 rate was analyzed.
Results:
68 cases were enrolled in this study, and 30 cases (44.1%) achieved CR2. All patients received KIT mutation detection, and KIT D816 mutation was identified in 26 cases. The KIT D816 positive group had significantly lower CR2 compared with non-KIT D816 group (23.1%
7.Thrombus removal of external hemorrhoid combined with procedure for prolapse and hemorrhoidsin the treatment of incarcerated circumferential mixed hemorrhoids
Hui YE ; Qichang ZHOU ; Zhilin GONG ; Jie YU ; Shujuan HUANG ; Changlei XI ; Longlei CAO ; Qun QIAN ; Congqing JIANG
Chongqing Medicine 2017;46(14):1938-1940
Objective To observe the clinical effect of thrombus removal of external hemorrhoid combined with procedure for prolapse and hemorrhoids(PPH) in the treatment of circumferential mixed hemorrhoid with incarceration.Methods A total of 118 cases of circumferential mixed hemorrhoid with incarceration were divided into two groups:experimental group of 60 cases was treated by thrombus removal combined with PPH;control group of 58 cases was treated by Milligan-Morgan.We observed the differences of postoperative visual analogue scale (VAS)score,edema,bleeding,residual skin tag,wound healing time,anal stenosis,fecal incontinence,anorectal manometry and satisfaction in the two groups.Results There was significant difference between the experimental group and the control group in postoperative edema,bleeding and residual skin tag(χ2=6.63,4.19,6.64,P<0.05),but postoperative anal stenosis and fecal incontinence weren′t statistically significant different(χ2=0.38,1.11,P>0.05).Postoperative VAS score,wound healing time,satisfaction,anal resting and anal maximal squeeze pressure between the two groups were all statistically different(P<0.01).Conclusion The operation of thrombus removal of external hemorrhoid combined with PPH can effectively reduce the postoperative complications and promote recovery.
8.Case of macular degeneration.
Zhilin GU ; Jiebin ZHU ; Yu XIE
Chinese Acupuncture & Moxibustion 2016;36(5):504-504
9.Application of Lactulose Oral Solution in the patients after operation of PPH with constipation
Hui YE ; Weicheng LIU ; Congqing JIANG ; Qun QIAN ; Zhilin GONG ; Qichang ZHOU ; Jie YU ; Shujuan HUANG ; Changlei XI ; Longlei CAO
The Journal of Practical Medicine 2016;32(12):1966-1968
Objective To observe the Lactulose Oral Solution's influence in PPH postoperative complications and patients′ satisfactory rate for constipation and to find more intervention measures for reducing the complications. Methods A hundred and twenty cases of hemorrhoids with constipation were randomly divided into the two groups: the experimental group, the control group in 60 cases in each group. All patients’ postoperative bleeding, anal edema, stool impaction and satisfaction were observed and compared within 30 days. Results In the control group, the postoperative bleeding’ cases were of 23, anal edema’s were of 20 and stool impaction‘s were of 8. The incidence was 38.3%, 33.3% and 13.3% severally. The satisfactory patients were of 49 and the degree of satisfaction was of 81.7%. In the experimental group, the postoperative bleeding’ cases were of 12, anal edema’s were of 8 and stool impaction's was of 1. The incidence was 20%, 13.3% and 1.7% respectively. The cases who were satisfactory were of 58 and the degree of satisfaction was 96.7%. The postoperative bleeding , anal edema , stool impaction and satisfaction were different statistically in the two groups above (P < 0.05). Conclusion It can reduce PPH postoperative complications and increase patients′satisfaction by using Lactulose Oral Solution in patients with constipation and it will have a certain clinical value if these patients take this oral solution routinely.
10.Analysis of the changes of serum potassium concentration before operation in rectal cancer patients
Hui YE ; Zhilin GONG ; Qichang ZHOU ; Jie YU ; Shujuan HUANG ; Changlei XI ; Longlei CAO
International Journal of Surgery 2016;43(2):103-106
Objective To observe the changes of serum potassium concentration in rectal cancer patients from the admission to before the operation,to provide clinical evidence for preventing serum potassium disorder during and after their operation.Methods Monitoring of the changes of serum potassium concentration of 40 cases of rectal cancer patients according to three time points including the first day of admission,before taking of cathartics and the morning before operation.They were divided into different groups according to their age(young,middle age and elderly group),gender(male and female group),diet(normal,decreased slightly and serious decline group) and course(long,middle and short course group) of disease.The serum potassium concentration was observed between each time point of each group and SPSS13.0 statistical software was used to analyze the changes above.Results The mean of all patients' serum potassium concentration was (4.09 ± 0.62) mmol/L on the first day of admission,was (3.83 ± 0.46) mmoL/L before taking of cathartics that was decreased compared to the former and there was significant difference (P < 0.01),it was (3.36 ±0.40) mmol/L on the morning of operation and had significant difference with the above two groups (P < 0.01).It hadn't significant difference between different gender and age groups at different time points (P > 0.05) except between the young group and the elderly group in the morning of the operation (P < 0.05).There were statistically significant differences between the different diet condition and different course at anytime point (P < 0.01).Conclusions The rectal cancer patients were possiblely in hypokalemia before operation,the causes might be relative to the long course of disease,the decreased diet,the aged and infirm,the diet structure change after admission and taking cathartics cleaning intestinal tract.

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