ABSTRACT
Based on the big data of Electronic Medical Records (EMR),information retrieval and the deep learning method,an auxiliary diagnosis Question Answering (QA) system is designed.The paper introduces the design of general framework,EMR database,value network and policy-based network of the system,provides the system operation process.This system can not only help patients to examine their conditions independently,but also provide reference for doctors when they make the diagnosis and treatment schemes.
ABSTRACT
Objective To observe the effect of levocarnitine and trimetazidine on left ventricular mass index in patients with maintenance hemodialysis (MHD),and to explore the safety and efficacy of the two drugs when used in combination.Methods 48 cases of MHD were randomly divided into control group and treatment group,24 cases in each group.On the basis of routine treatment,treatment group was treated with L -carnitine 1.0g by intravenous, 3 times per week,and trimetazidine tablets 20mg,3 times daily at the end of each dialysis.The control group was only treated with L -carnitine.The course of treatment was 12 months.The left atrial diameter (LAD),left ventricular end diastolic diameter (LVDD),left ventricular end diameter (LVDS),interventricular septal thickness (IvST),left ventricular posterior wall thickness (LVPWt),left ventricular ejection fraction (LVEF),stroke volume (SV),left ventricular mass index calculation were detected and compared before and after treatment in the two groups.Results After treatment,the LAD,LVDd,LVDs,IvST,LVPWt in the control group were (40.25 ±1.73)mm,(51.16 ± 3.17)mm,(32.52 ±2.86)mm,(11.16 ±1.23)mm,(10.23 ±1.19)mm,which were decreased compared with before treatment [(42.63 ±1.82)mm,(53.71 ±3.26)mm,(35.83 ±3.12)mm,(12.51 ±1.39)mm,(11.76 ± 1.37)mm],and the LAD,LVDd,LVDs,IvST,LVPWt in the treatment group were (37.61 ±1.86)mm,(47.53 ± 3.18)mm,(29.71 ±2.93)mm,(10.46 ±1.32)mm,(9.14 ±1.32)mm,which were decreased compared with beforetreatment [(42.89 ±1.91 )mm,(54.18 ±3.29)mm,(35.76 ±3.27)mm,(12.49 ±1.35 )mm,(11.73 ± 1.41)mm](t control group =4.643,2.747,3.831,3.563,4.130,t treatment group =9.702,7.120,6.750,5.209, 6.569,all P <0.05 ),and each index of the treatment group was significantly lower than the control group (t =5.091,3.961,3.362,2.901,3.005,all P <0.05 ).The LVMI of the control group and treatment group was (121.63 ±7.16)g/m2 ,(115.49 ±7.91)g/m2 after treatment,which were decreased compared with before treatment [(127.32 ±7.51)g/m2,(126.87 ±7.28)g/m2 ](t =2.686,5.186,all P <0.05).The EF and SV of the control group were (58.16 ±4.35)%,(43.61 ±4.72)mL after treatment,which were increased compared with before treat-ment[(55.32 ±4.17)%,(40.52 ±4.13)mL](t =2.686,5.186,all P <0.05).The EF and SV of the treatment group were (61.26 ±4.13)%,(46.25 ±4.17)mL after treatment,which were increased compared with before treat-ment[(55.28 ±4.51)%,(40.81 ±4.96)mL](t =4.791,4.113,all P <0.05).After treatment,LVMI in the treat-ment group was lower than that in the control group,SV and EF were higher than those in the control group (t =2.819,2.532,2.053,all P <0.05).Conclusion Compared with single levocarnitine,the therapy of levocarnitine and trimetazidine can better reduce left ventricular mass index in MHD patients and improve the cardiac structure and function,which is safe and effective.