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@#Objective To establish a predictive model using multiple layer perceptron (MLP) for short-term outcome after subacute ischemic stroke.Methods From January, 2019 to September, 2021, 60 readmission-inpatients in Department of Rehabilitation, Ruijin Hospital, Shanghai Jiaotong University School of Medicine were collected the clinical features of first admission (less than 30 days after attack), and the outcomes were assessed with modified Rankin Scale (MRS) three months after the first admission. The risk factors were screened with single factor analysis, and the short-term outcome predictive models were established with multi-factor Logistic regression and MLP. The predictive accuracy of both models was calculated, and the predictive effects were compared with Receiver Operating Characteristic (ROC) curve.Results For multi-factor Logistic regression, the predictive accuracy was 73.3%, and the area under ROC curve was 0.851. For MLP, the predictive accuracy was 88.9%, and the area under the ROC curve was 0.930.Conclusion The prediction of short-term outcome after subacute ischemic stroke can be done with MLP model.
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Objective To investigate the effect of rehabilitation training on learning and memory ability and the expression of neural cell adhesion molecule(NCAM)in rats modeling vascular dementia.Methods Foay-five female Sprague-Dawley rats were randomly assigned to a rehabilitation group(20 rats),an immobilization group(20 rats),or a sham-operation group(5 rats).The experimental vascular dementia model was established by repeatedly clipping the common carotid artery to induce repetitive isehemia-reperfusion,and by reducing blood pressure with intra-abdominal injection of sodium nitroprusside.The rats' learning and memory were tested on the 27th and 28th days after the operation using a water-maze step-down avoidance test.A RT-PCR technique was used to detect NCAM expression around the hippocampal area at different times after the operation.Results The rehabilitation group rats showed significantly better learning and memory ability than those in the immobilization group.NCAM was also more strongly expressed in their hippocampi than in those of the immobilization group and sham-operation group.Conclusion Rehabilitation can accelerate recovery of learning and memory ability in rats,and the mechanism possibly is related to the increase of NCAM expression in the hippocampus.
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Objective To study the effects of rehabilitation training on learning and memory ability and the expression of growth-associated protein-43(GAP-43)in rats with vascular dementia.Methods Forty-four female Sprague-Dawley rats were randomly assigned to a rehabilitation group(n=20),an immobilization group(n=20),and a sham-operation group(n=4).The rats in the former 2 groups were operated on to establish the experimental vascular dementia model by repeatedly ischemia/reperfusion injury of brain induced by ligation of bilateral common carotid arteries and lowering of blood pressure induced by intraabdominal injection of sodium nitroprusside.The rats in rehabilitation group were administered with rotating bar and rolling cage exercises for 1 hour once daily,while those in the immobilization group were immobilized and without any exercise:the rats in sham-operation group could move freely in cage.Learning and memory tests were preformed by using step-down avoidance test at the 27th and 28th days after operation.Immunohistochemical staining was used to detect GAP-43 expression in hippocampus CA1 area at different time points after operation. Results The rats in rehabilitation group demonstrated better learning and memory ability than those in immobilization group(P<0.01),and more GAP-43 expression in hippocampus CA1 ar-ea than those in immobilization group and sham-operation(P<0.01).Conclusion Rehabilitation training can im-prove the learning and memory ability of rats with experimental vascular dementia,and the mechanism is probably re-lated to the increase of GAP-43 in hippocampus CA1 area.
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@#Objective To investigate the effects of vacuum suction stereo-dynamic interferential electrotherapy and McKenzie therapy on lumbar disc herniation in aged patients.Methods 70 aged patients with lumbar disc herniation are randomly divided into two groups,experiment group and control group.Each contained 35 patients.Both are treated 15 min daily with the SD5101 therapeutic.For the experiment group,McKenzie therapy is employed 3～4 times per day additionally.They were evaluated with Graded Efficacy For Relieving Lumbar Pain before and after treatment.Follow-up observation lasted for 10 months to record the time of treatment and recurrence rate of both groups.Results For short-term curative effect,no statistical differences were observed between these two groups(P>0.05).For the curative effects on single-segment or multi-segment lumber disc herniation,statistical differences were observed before and after treatment in each group(P<0.05),but were not between them(P>0.05).The curative effects are negatively correlated with the course of treatment(For experiment group:r=-0.72;For control group:r=-0.64).No statistical differences were observed between these two groups in terms of the total correlation coefficient(P>0.05).The time of treatment in experiment group is shorter than that in control group(P<0.05).The recurrence rate in experiment group is lower than in control group(P<0.01).Conclusion Vacuum suction stereo-dynamic interferential electrotherapy combining with McKenzie therapy is an efficient method in treating aged patients with lumbar disc herniation.
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Objective To explore the effect of uhrasound-phoresis of Chinese herb in the treatment of frac- ture healing on rats.Methods The animal model of femur fracture was established in 36 rats,who were divided in- to 4 groups after operation.The rats in the ultrasound group were given ultrasound treatment daily.The herbal group was given Chinese herb applied on the fracture site.The experimental group was given uhrasound-phoresis of Chinese herb on the site of fracture.The control group was housed without any treatment.All rats were sacrificed at 30 days and the bony callus were harvested and observed with histological anti immunohistoehemical examination.Results The histological examination showed that the appearance of cartilaginous and bony callus in the experimental group were earlier than those in other groups,Immunohistochemical examination showed that the expression of collagenⅠin the experimental group was significantly higher than that in ultrasound group and herbal group(P