Cochlear implantation is the most effective method to restore hearing in patients with severe and profound hearing impairment.There are individual differences in rehabilitation after cochlear implantation.In order to better understand the underlying factors of rehabilitation,machine learning has been gradually applied to the reha-bilitation prediction of cochlear implant patients.Since related literature is still in its infancy,many problems still remain unresolved,such as insufficient sample size and lack of diversification of data features.We suggest that fu-ture research may expand the sample size,optimize machine learning models,and fully explore the predictive factors affecting the rehabilitation of cochlear implantation,and make machine learning a better tool in the area of cochlear implantation.

Cochlear implantation is the most effective method to restore hearing in patients with severe and profound hearing impairment.There are individual differences in rehabilitation after cochlear implantation.In order to better understand the underlying factors of rehabilitation,machine learning has been gradually applied to the reha-bilitation prediction of cochlear implant patients.Since related literature is still in its infancy,many problems still remain unresolved,such as insufficient sample size and lack of diversification of data features.We suggest that fu-ture research may expand the sample size,optimize machine learning models,and fully explore the predictive factors affecting the rehabilitation of cochlear implantation,and make machine learning a better tool in the area of cochlear implantation.

Objective:To observe the differences in clinical efficacy of Jieyu Anshen Decoction combined with auricular points and oral tibolone in the treatment of patients with perimenopausal sleep disorders, and provide effective treatment for patients with contraindications to hormone supplement therapy in clinicalMethods:Using a randomized trial design, from July 2018 to August 2020,102 perimenopausal insomnia patients in International Peace Maternity and Child Health Hospital of China Welfare Institutewith kidney deficiency and liver depression who met the inclusion criteria were randomly divided into a treatment group and a control group with 51 cases each. The treatment group took Jieyu Anshen Recipe. At the same time, unilateral auricular point pressing treatment was given, and the opposite ear was changed in 5 d. The control group was treated with tiburon for a period of 3 months. The changes in the scores of each scale were observed in the two groups after 1 month and 3 months treatment. The scale included Pittsburgh sleep quality index (PSQI), modified Kupperman score (KMI), Generalized Anxiety Disorder Scale (GAD-7) and Patient Health Questionnaire Depression Screening Scale (PHQ-9). Its effectiveness and differences were evaluated and analyzed comprehensively through the above scale.Results:PSQI, KMI, GAD-7, PHQ-9 scores decreased significantly in the control and treatment groups after 1 month and 3 months of treatment, and the difference were statistically significant: PSQI: (8.58 ± 1.94) and (5.81 ± 1.93) scores vs. (13.10 ± 2.53), (9.15 ± 2.59) and (6.33 ± 1.98) scores vs.(13.52 ± 2.27) scores; KMI: (19.92 ± 2.16) and (14.67 ± 4.11) scores vs. (28.54 ± 7.65) scores, (19.02 ± 5.92) and(14.10 ± 4.37) scores vs. (27.42 ± 7.34) scores; GAD-7: (4.54 ± 2.03) and (3.81 ± 1.63) scores vs. (5.69 ± 2.95) scores, (3.71 ± 2.48) and (3.32 ± 1.73) scores vs. (4.90 ± 3.17) scores; PHQ-9:(6.90 ± 2.52) and (4.98 ± 1.96) scores vs. (9.83 ± 3.71) scores, (6.15 ± 2.62) and (4.44 ± 1.81) scores vs. (9.02 ± 3.73) scores ( P<0.01). PSQI, KMI, PHQ-9, and GAD-7 scores declined between the two groups, but there were no significant differences between the two groups ( P>0.05). After 1 month and 3 months of treatment, using PSQI scale and KMI score, the total efficiency of patients in the control group was slightly higher than that of the treatment group, but the difference was not statistically significant ( P>0.05); after 1 month and 3 months of treatment, using PHQ-9 score and GAD-7 score, the total efficiency of patients in the treatment group was slightly higher than that of the control group, but the difference was not statistically significant ( P>0.05). Conclusions:Traditional Chinese medicine combined with ear acupoint pressing has similar effects to tibolone in treating perimenopausal insomnia with kidney deficiency and liver depression. It can significantly improve the quality of sleep and quality of life of patients, and has good safety. For patients who are not suitable for hormone, Chinese medicine can be used as an alternative. The therapies are worthy of clinical application.

Objective: To investigate the safety and efficacy of the Weitan Waifu patch on the postsurgical gastroparesis syndrome (PGS) of gastrointestinal cancer. Methods: The multi-center, double-blind, randomized controlled trial was conducted with superiority design. Patients with PGS of gastrointestinal cancer diagnosed in 4 AAA hospitals and the abdominal symptom manifested as cold syndrome by Chinese local syndrome differentiation were recruited. These patients were randomly divided into two groups according to 1∶1 proportion. Placebo or Weitan Waifu patch was applied in control group or intervention group, respectively, based on the basic treatments, including nutrition support, gastrointestinal decompression, promoting gastric dynamics medicine.Two acupuncture points (Zhongwan and Shenque) were stuck with placebo in control group or patch in treatment group. The intervention course was 14 days or reached the effective standard. Results: From July 15, 2013 to Jun 3, 2015, 128 participants were recruited and 120 eligible cases were included in the full analysis set (FAS), and 60 cases in each group. 88 cases were included in the per-protocol set (PPS), including 45 cases in the treatment group and 43 cases in the control group. In the FAS, the clinical effective rate in the treatment group was 68.3%, significantly superior than 41.7% of the control group (P=0.003). The medium time of effective therapy in the treatment group was 8 days, significantly shorter than 10 days in the control group (P=0.017). In the FAS, 3 adverse events occurred in the treatment group, including mild to moderate decrustation, pruritus and nausea. The incidence rate of adverse events was 5.0% (3/60) and these symptoms were spontaneously remitted after drug withdrawal. No severe adverse events were observed in the control group. There was no significant difference between these two groups (P=0.244). Conclusion: Weitan Waifu patch is a safely and effectively therapeutic method for patients with PGS (cold syndrome) of gastroenterological cancer. Trial registration International Standard Randomized Controlled Trial Number Register, ISRCTN18291857

Objective To investigate the clinical efficacy of Shenmai injection (SMI) combined with heart transplantation of autologous bone marrow stem cells in the treatment of refractory heart failure(RHF). Methods Two hundred patients with RHF were selected from the Emergency Department of the First Affiliated Hospital of Zhengzhou University and the Cardiology Department of the First Affiliated Hospital of Henan College of Traditional Chinese Medicine. They were randomly divided into control group and treatment 1,2 and 3 groups(each 50 cases). In the control group,heart failure standard treatment was given;group 1 received a standard treatment for heart failure combined with autologous bone marrow stem cell heart transplantation;group 2 received a standard treatment for heart failure with SMI;group 3 received a standard treatment for heart failure combined with autologous bone marrow stem cell heart transplantation and SMI. The mean follow-up was 24 months. The prognosis,readmission rate,clinical efficacy,cardiac function and the change in levels of B-type natriuretic peptide(BNP)of patients in each group were observed during the therapeutic course and observation period. Results During the course of treatment,there were 10 cases dead in the control group,4 in each group 1 and 2 respectively,and 3 in group 3. Readmission rates in group 1,2 and 3 were significantly lower than that in control group(38%,36%,24%vs. 48%, P<0.05 or P<0.01). The rates of total efficiency in group 1,2 and 3 were obviously higher than that in the control group(88%,86%,94%vs. 76%,all P<0.05). After treatment,the left ventricular ejection fraction(LVEF),left ventricular fractional shortening(FS)and left ventricular end-systolic diameter(LVESD)in three therapeutic groups were significantly higher than those before treatment,while the left ventricular end-diastolic diameter(LVEDD)and BNP level were significantly lower than those before treatment. All the above indexes in three therapeutic groups after treatment were much more remarkably improved than those in the control group during the same period,and the group 3 being the most significant〔LVEF:0.477±0.099 vs. 0.396±0.098,FS:(30.0±5.1)%vs.(26.8±7.5)%,LVESD (mm):40.6±9.1 vs. 45.8±9.4,LVEDD(mm):44.9±9.8 vs. 52.8±10.1,BNP(ng/L):515±400 vs. 1 875±400, all P<0.05〕. Conclusion SMI combined with heart transplantation of autologous bone marrow stem cells has obvious therapeutic effect for treatment of RHF.

Objective To investigate and compare the clinical effects of 2-micron laser vaporization resection of prostate (2-micron laser) and versus transurethral resection of prostate (TURP) for treatment of benign prostatic hyperplasia(BPH) in this prospective random control study.Methods Sixty patients of BPH were randomly divided into two groups including the 2-micron laser group (n =30) and the TURP group (n =30).The perioperative markers and therapeutic results including duration of surgery,blood lose during surgery,improvement of symptoms after treatment,postoperative bladder washing time,the mean bladder irrigating time,hospital stay time,and recent complications were recorded and analyzed.Results The international prostate symptom score((6.6 ± 1.8) vs.(33.2 ±2.2),(5.7 ± 1.3) vs.(33.4 ±2.3) respectively),maximal urinary flow((20.6 ± 1.5) ml/s vs.(7.8 ± 4.3) m/s,(19.5 ± 1.7) ml/s vs.(8.3 ± 4.5) ml/s respectively),residual urine volume((22.3 ±4.7) ml vs.(57.2 ± 10.5) ml,(26.3 ±7.2) ml vs.(60.2 ± 14.5) ml respectively) were significantly improved in both groups after operation (P =0.005,0.008,0.036,0.001,0.005,0.013 respectively),but the differences between these two groups were not significant (P =0.16,0.49,0.97 respectively).The volume of hemorrhage ((20.9 ± 12.1) ml vs.(55.3 ± 27.8) ml),the mean bladder irrigating time ((1.0 ±0.5) d vs.(3.5 ±0.7) d),cathererization time ((3.2 ± 1.3) d vs.(6.0 ± 1.5) d),hospital stay time ((6.8 ±0.7) d vs.(10.6 ±0.6) d) were significantly less or shorter in the 2-micron laser group than in the TURP group (P =0.009,0.005,0.035,0.03 respectively).There was no significant difference in rates of complications between the two groups (P ＞ 0.05).Conclusion The therapy of 2-micron laser is safer and more efficacious than TURP for BPH patients,with advantages of short surgery duration,little blood loss,and quick recovery.