ObjectiveTo summarize clinical experience of staged left ventricular retraining for infants with transposition of the great arteries (TGA). MethodsFrom January 2001 to December 2011, 38 TGA infants with intact ventricular septum or a small ventricular septal defect underwent left ventricular retraining in Fu Wai Hospital. There were 26 male and 12 female patients with their age of 19.1±7.7 months and body weight of 7.6±4.7 kg. Preoperative arterial oxygen saturation (SaO2)was 72.6%±9.1%. Left ventricular retraining included aortopulmonary shunt and pulmonary artery banding. Three patients received concomitant excision of the atrial septum. All survival patients were followed up after discharge. ResultsPostoperatively, SaO2 increased to 83.9%±8.1% from preoperative 72.6%±9.1%, and left ventricle-to-right ventricle pressure ratio increased to 0.75±0.09 from preoperative 0.36±0.04. Three patients (7.89%)died postoperatively. Thirty-five patients were followed up for 2 to 11 years. During follow-up, 23 patients successfully received second stage arterial switch operation (ASO). ConclusionFor TGA infants with decreased left ventricular mass who have missed the neonate period, left ventricular retraining is a safe and efficacious procedure to provide necessary preparation for second stage ASO.
The cleft lip and palate (CLP) is one of the most common craniofacial malformations in humans. We collected functional magnetic resonance data of 23 CLP patients before rehabilitation training (Bclp) and 23 CLP patients after rehabilitation training (Aclp), who were performing Chinese character pronunciation tasks, and performed brain activation analysis to explore the changes of brain mechanism in CLP patients after articulation disorder rehabilitation training. The study found that Aclp group had significant activation in the motor cortex, Broca area, Wernicke area and cerebellum. While the Bclp group had weak activation in the motor cortex with a small activation range. By comparing the differences and co-activated brain regions between the two groups, we found that rehabilitation training increased the activity level of negatively activated brain areas (cerebellum, left motor area, Wernicke area, etc.) to a positive level. At the same time, the activity level of weakly activated brain areas (right motor area, Broca area, etc.) was also increased. Rehabilitation training promoted the activity level of articulation-related brain regions. So that the activation intensity of articulation-related brain regions can be used as a quantifiable objective evaluation index to evaluate the effect of rehabilitation training, which is of great significance for the formulation of rehabilitation training programs.
Considering the small differences between different types in the diabetic retinopathy (DR) grading task, a retinopathy grading algorithm based on cross-layer bilinear pooling is proposed. Firstly, the input image is cropped according to the Hough circle transform (HCT), and then the image contrast is improved by the preprocessing method; then the squeeze excitation group residual network (SEResNeXt) is used as the backbone of the model, and a cross-layer bilinear pooling module is introduced for classification. Finally, a random puzzle generator is introduced in the training process for progressive training, and the center loss (CL) and focal loss (FL) methods are used to further improve the effect of the final classification. The quadratic weighted Kappa (QWK) is 90.84% in the Indian Diabetic Retinopathy Image Dataset (IDRiD), and the area under the receiver operating characteristic curve (AUC) in the Messidor-2 dataset (Messidor-2) is 88.54%. Experiments show that the algorithm proposed in this paper has a certain application value in the field of diabetic retina grading.
ObjectiveTo explore the effects of core stable training on cervical vertebrae pain, cervical function and balance ability in patients with neck type cervical spondylopathy (NTCS).MethodsFrom January to August 2018, 98 patients with NTCS were treated. According to the odd and even bed numbers, 49 patients were enrolled in the observation group and 49 were in the control group. The patients in the control group was given Kinesio tape treatment, and the observation group was given core stability training based on the treatment of the control group. Cervical vertebrae pain was assessed by Visual Analogue Scale (VAS), Clinical Assessment Scale for Cervical Spondylosis (CASCS) and Neck Disability Index (NDI); cervical vertebra activity were used to assess the cervical; the Berg Balance Scale (BBS) was used to assess patients’ balance before intervention and at the 4th week of intervention. The incidence of complications during the intervention and the effective of treatment 4 weeks after intervention were recorded. The recurrence rate 6 months after the intervention was recorded.ResultsThere were no significant difference in CASCS, NDI, VAS, and BBS scores between the two groups before intervention (P>0.05). At the 4th week of the intervention, the CASCS and BBS scores of the two groups were higher than those before the intervention, and the VAS and NDI scores were lower than those before the intervention (P<0.05); and the CASCS and BBS scores in observation group at the 4th week of the intervention were higher than that of control group, and VAS and NDI scores were lower than those of the control group (P<0.05). There was no significant difference in the activity of the cervical vertebrae before intervention in both of the two groups (P>0.05). At the 4th week of the intervention, the activity of the cervical vertebrae in all directions was bigger than that of before the intervention in both of the two groups (P<0.05), and that in observation group were bigger than that of the control group (P<0.05). The effective rate at the 4th week in the observation group (95.92%) was higher than that in the control group (81.83%)(P<0.05). The recurrence rate 6 months after intervention in the observation group (6.38%) was lower than that in the control group (22.50%) (P<0.05).ConclusionCore stability training can relieve cervical spondylosis in NTCS patients, and improve the cervical function and patients’ balance; it has high safety and stable efficacy.
For the increasing number of patients with depression, this paper proposes an artificial intelligence method to effectively identify depression through voice signals, with the aim of improving the efficiency of diagnosis and treatment. Firstly, a pre-training model called wav2vec 2.0 is fine-tuned to encode and contextualize the speech, thereby obtaining high-quality voice features. This model is applied to the publicly available dataset - the distress analysis interview corpus-wizard of OZ (DAIC-WOZ). The results demonstrate a precision rate of 93.96%, a recall rate of 94.87%, and an F1 score of 94.41% for the binary classification task of depression recognition, resulting in an overall classification accuracy of 96.48%. For the four-class classification task evaluating the severity of depression, the precision rates are all above 92.59%, the recall rates are all above 92.89%, the F1 scores are all above 93.12%, and the overall classification accuracy is 94.80%. The research findings indicate that the proposed method effectively enhances classification accuracy in scenarios with limited data, exhibiting strong performance in depression identification and severity evaluation. In the future, this method has the potential to serve as a valuable supportive tool for depression diagnosis.
The global incidence of lung cancer ranks second among cancers, which has caused a serious burden on patients’ family and society. Chemotherapy is a common treatment for lung cancer, which often leads to a decrease in patients’ physical function and quality of life. Pulmonary rehabilitation during perioperative period of lung cancer has received extensive attention, but pulmonary rehabilitation during chemotherapy of lung cancer has not been paid much attention. This article reviews the role of rehabilitation during chemotherapy for lung cancer, and focuses on the role of rehabilitation during chemotherapy for lung cancer patients with different treatment programs. The purpose is to promote the research and promotion of rehabilitation training in lung cancer patients receiving chemotherapy, so as to further improve patients’ function and quality of life.
Objectives To systematically analyze the effect of high-intensity and low-intensity resistance training on glycosylated hemoglobin (HbA1c) in elderly patients with type 2 diabetes. Methods PubMed, EBSCO, Cochrane Library, Web of science, Wanfang, Chinese National Knowledge Infrastructure and Chongqing VIP were searched to collect randomized controlled trials of resistance training intervention in elderly patients with type 2 diabetes. The search time limit was from the establishment of the database to August 28, 2021, and the RevMan 5.3 and Stata 15.0 software were used for meta-analysis. Results A total of 415 patients in 8 articles were included in this study. A subgroup analysis based on control measures showed that compared with the resistance training group, the HbA1c level effect value of the non- training group was weighted mean difference (WMD) = −0.54% [95% confidence interval (CI) (−1.06%, −0.03%), P=0.04)], the HbA1c level effect value of the flexibility training group was WMD=−0.47% [95%CI (−1.05%, 0.12%), P=0.12], the HbA1c level effect value of the aerobic training group was WMD=−0.10% [95%CI (−0.71%, 0.51%), P=0.75]. Subgroup analysis of resistance strength showed that compared with the flexibility or non-resistance training group, both high-intensity [WMD=−0.99%, 95%CI (−1.16%, −0.81%), P<0.00001] and low- and medium-intensity resistance training [WMD=−0.29%, 95%CI (−0.58%, −0.01%), P=0.05] can reduce HbA1c. Compared with the high-intensity resistance training, the HbA1c level effect value of the low- and medium-intensity resistance training was WMD=0.03% [95%CI (−0.33%, 0.39%), P=0.88]. Compared with the low- and medium-intensity resistance training, the HbA1c level effect value of the low- and medium-intensity aerobic training was WMD=−0.10% [95%CI (−0.71%, 0.51%), P=0.75]. Among all the included studies, only the high-intensity resistance training group reported multiple adverse events.ConclusionsCurrent evidence suggests that elderly patients with type 2 diabetes are more suitable to choose low-to-medium-intensity resistance training to control HbA1c. It is recommended that elderly patients with type 2 diabetes take 60% to 75% of the maximum muscle strength of medium-intensity resistance training.
Objective To systematically review the rehabilitation effect of isokinetic muscle training on knee muscle strength, functional walking ability and dynamic balance in post-stroke patients. Methods PubMed, Ovid Embase, Web of Science, Cochrane Library, China National Knowledge Infrastructure, Chongqing VIP, and Wanfang databases were searched online for randomized controlled trials on isokinetic muscle training of lower limbs in post-stroke patients. The retrieval time was from inception to October, 2022. Endnote X9 software was used to manage the literature. Cochrane Manual 5.1.0 was used for quality assessment, and RevMan 5.4 software was used for meta-analysis. Results A total of 20 randomized controlled trials were included in the study, with the intervention group using isokinetic muscle training of the lower extremities or combined with conventional rehabilitation training and the control group using conventional rehabilitation training and/or other intervention, with a total of 1448 study subjects. Meta-analysis results showed that the differences in knee flexion peak torque [mean difference (MD)=5.85 N·m, 95% confidence interval (CI) (4.84, 6.85) N·m, P<0.00001], knee extension peak torque [MD=9.09 N·m, 95%CI (4.83, 13.36) N·m, P<0.0001], Time Up Go test [MD=–4.70 s, 95%CI (–6.68, –2.72) s, P<0.00001], 10-meter walking test [MD=–4.71 s, 95%CI (–9.12, –0.31) s, P=0.04], Fugl-Meyer Lower Extremity Motor Function Assessment score [MD=6.61, 95%CI (3.52, 9.70), P<0.0001], and Berg Balance Scale score [MD=5.61, 95%CI (0.91, 10.31), P=0.02] were statistically significant. Conclusion Isokinetic training may improve knee strength and functional walking ability in post-stroke patients, but there is still no strong evidence of improvement in motor function and balance.