Objective To analyze the acupoint selection rule for cancer-related fatigue with acupoint stimulation using data mining techniques.Methods Clinical randomized controlled trial research literature about treatment for cancer-related fatigue with acupoint stimulation was retrieved from CNKI,Wanfang Data,VIP,SinoMed,PubMed,Web of Science and Embase from establishment of the databases to October 13,2023.The frequency anlysis,association rule analysis and clustering analysis on acupoints were performed using Excel 2021 and R 4.3.1.Results Totally 187 articles were included,with 214 combinations of acupoints involving 102 acupoints,with a total frequency of 1 044.The most frequently used acupoints were Zusanli(ST36),Qihai(CV6),and Guanyuan(CV4).The top three meridians used were the Conception Vessel,stomach meridian,and spleen meridian.The acupoints were mainly distributed in the lower limbs and thoracoabdominal,and the most commonly used specific acupoint was the crossing point.Moxibustion was the most commonly used intervention measure.Association rule analysis indicated that the core combination of acupoints in this study was Zusanli(ST36),Qihai(CV6),Guanyuan(CV4),and Sanyinjiao(SP6).Analysis of acupoint selection for cancer-related fatigue with different types of cancer demonstrated that acupoints with tonifying properties were most frequently chosen.Clustering analysis identified five effective combinations of acupoints.Conclusion The acupoint selection for treating cancer-related fatigue should focus on tonifying qi and nourishing blood,as well as supporting healthy qi to eliminate pathogenic factors.Special attention is given to the use of specific acupoints,and various acupoint combination methods are employed based on the differentiation of zang-fu organs and meridians to enhance clinical efficacy.

Objective To explore the acupoint selection law for acupoint stimulation to improve gastrointestinal function after colorectal cancer surgery based on data mining technology.Methods Literature about acupoint stimulation to improve gastrointestinal function was retrieved from CNKI,VIP,Wanfang Data,SinoMed,PubMed,Web of Science and Cochrane Library from the establishment of databases to July 1,2023.Data extraction and analysis were performed using Excel 2021.Association rule analysis and clustering analysis were conducted using R language.Results Totally 197 articles were collected,with 242 combinations of acupoints involving 69 acupoints and the total use frequency of acupoints was 878 times.The top 3 acupoints used in frequency were Zusanli(ST36),Shangjuxu(ST37),and Neiguan(PC6).The top 3 involved meridians were the stomach meridian,Conception Vessel,and spleen meridian.The acupoints were mainly distributed in the lower limbs,and the most commonly used intervention method was needle punching.The association analysis discovered a combination of acupoints centered around Zusanli(ST36),which included Shangjuxu(ST37),Neiguan(PC6),and Sanyinjiao(SP6).Clustering analysis identified 4 effective cluster combinations.Conclusion Acupoint stimulation improves gastrointestinal function after colorectal cancer surgery.Multiple acupoint selection ideas are used,and the summarized acupoint selection and compatibility law in this study can provide reference for clinical research and application.

Objective With the goal of improving the patient experience of intravitreal injection,the diagnosis and treatment process is optimized and the waiting time is shortened.Methods In the medical records of patients who underwent intravitreal injection,the medical records of patients in the same period before and after the optimization of the process were extracted by systematic sampling method as the observation group(n=336)and the control group(n=150).The data of medical quality,medical efficiency and waiting time of patients were compared between the two groups.Results After the optimization a of the process,the appointment time of intravitreal injection surgery decreased from(67.77±29.95)h to(10.66±5.69)h,the time in hospital on the operation day decreased from(4.52±0.94)h to(2.55±0.67)h,the preoperative examination time decreased from(14.34±6.49)h to(5.19±1.60)h,and the number of surgeries per doctor half day owerage increased from(37.88±10.94)to(47.50±4.77),the difference was statistically significant(P＜0.01).There was no significant difference in the incidence of secondary glaucoma and endophthalmitis between the two groups(P＞0.05).Conclusion The process optimization of the intravitreal injection center around the patient experience has significantly reduced the waiting time and improved the patient experience.

Improving the entire outpatient clinic experience is an important measure in the new era to enhance patients'sense of gain from medical treatment.Beijing Tongren Hospital Affiliated to Capital Medical University explores the establishment of a full-process outpatient service management system based on continuous improvement of medical services.Through the concept of forward service,it focuses on the patient's pre-diagnosis experience;the process is simplified and intelligently guided to optimize the patient's in-diagnosis experience;and continuous diagnosis and treatment Model innovation improves patients'post-diagnosis experience and creates a Chinese-style modern outpatient medical service model to continuously meet the people's growing needs for a better life.

Objective With the goal of improving the patient experience of intravitreal injection,the diagnosis and treatment process is optimized and the waiting time is shortened.Methods In the medical records of patients who underwent intravitreal injection,the medical records of patients in the same period before and after the optimization of the process were extracted by systematic sampling method as the observation group(n=336)and the control group(n=150).The data of medical quality,medical efficiency and waiting time of patients were compared between the two groups.Results After the optimization a of the process,the appointment time of intravitreal injection surgery decreased from(67.77±29.95)h to(10.66±5.69)h,the time in hospital on the operation day decreased from(4.52±0.94)h to(2.55±0.67)h,the preoperative examination time decreased from(14.34±6.49)h to(5.19±1.60)h,and the number of surgeries per doctor half day owerage increased from(37.88±10.94)to(47.50±4.77),the difference was statistically significant(P＜0.01).There was no significant difference in the incidence of secondary glaucoma and endophthalmitis between the two groups(P＞0.05).Conclusion The process optimization of the intravitreal injection center around the patient experience has significantly reduced the waiting time and improved the patient experience.

Improving the entire outpatient clinic experience is an important measure in the new era to enhance patients'sense of gain from medical treatment.Beijing Tongren Hospital Affiliated to Capital Medical University explores the establishment of a full-process outpatient service management system based on continuous improvement of medical services.Through the concept of forward service,it focuses on the patient's pre-diagnosis experience;the process is simplified and intelligently guided to optimize the patient's in-diagnosis experience;and continuous diagnosis and treatment Model innovation improves patients'post-diagnosis experience and creates a Chinese-style modern outpatient medical service model to continuously meet the people's growing needs for a better life.

Objective With the goal of improving the patient experience of intravitreal injection,the diagnosis and treatment process is optimized and the waiting time is shortened.Methods In the medical records of patients who underwent intravitreal injection,the medical records of patients in the same period before and after the optimization of the process were extracted by systematic sampling method as the observation group(n=336)and the control group(n=150).The data of medical quality,medical efficiency and waiting time of patients were compared between the two groups.Results After the optimization a of the process,the appointment time of intravitreal injection surgery decreased from(67.77±29.95)h to(10.66±5.69)h,the time in hospital on the operation day decreased from(4.52±0.94)h to(2.55±0.67)h,the preoperative examination time decreased from(14.34±6.49)h to(5.19±1.60)h,and the number of surgeries per doctor half day owerage increased from(37.88±10.94)to(47.50±4.77),the difference was statistically significant(P＜0.01).There was no significant difference in the incidence of secondary glaucoma and endophthalmitis between the two groups(P＞0.05).Conclusion The process optimization of the intravitreal injection center around the patient experience has significantly reduced the waiting time and improved the patient experience.

Improving the entire outpatient clinic experience is an important measure in the new era to enhance patients'sense of gain from medical treatment.Beijing Tongren Hospital Affiliated to Capital Medical University explores the establishment of a full-process outpatient service management system based on continuous improvement of medical services.Through the concept of forward service,it focuses on the patient's pre-diagnosis experience;the process is simplified and intelligently guided to optimize the patient's in-diagnosis experience;and continuous diagnosis and treatment Model innovation improves patients'post-diagnosis experience and creates a Chinese-style modern outpatient medical service model to continuously meet the people's growing needs for a better life.

Objective With the goal of improving the patient experience of intravitreal injection,the diagnosis and treatment process is optimized and the waiting time is shortened.Methods In the medical records of patients who underwent intravitreal injection,the medical records of patients in the same period before and after the optimization of the process were extracted by systematic sampling method as the observation group(n=336)and the control group(n=150).The data of medical quality,medical efficiency and waiting time of patients were compared between the two groups.Results After the optimization a of the process,the appointment time of intravitreal injection surgery decreased from(67.77±29.95)h to(10.66±5.69)h,the time in hospital on the operation day decreased from(4.52±0.94)h to(2.55±0.67)h,the preoperative examination time decreased from(14.34±6.49)h to(5.19±1.60)h,and the number of surgeries per doctor half day owerage increased from(37.88±10.94)to(47.50±4.77),the difference was statistically significant(P＜0.01).There was no significant difference in the incidence of secondary glaucoma and endophthalmitis between the two groups(P＞0.05).Conclusion The process optimization of the intravitreal injection center around the patient experience has significantly reduced the waiting time and improved the patient experience.

Improving the entire outpatient clinic experience is an important measure in the new era to enhance patients'sense of gain from medical treatment.Beijing Tongren Hospital Affiliated to Capital Medical University explores the establishment of a full-process outpatient service management system based on continuous improvement of medical services.Through the concept of forward service,it focuses on the patient's pre-diagnosis experience;the process is simplified and intelligently guided to optimize the patient's in-diagnosis experience;and continuous diagnosis and treatment Model innovation improves patients'post-diagnosis experience and creates a Chinese-style modern outpatient medical service model to continuously meet the people's growing needs for a better life.