4.Research of Electroencephalogram for Sleep Stage Based on Collaborative Representation and Kernel Entropy Component Analysis.
Panbo ZHAO ; Jun SHI ; Xiao LIU ; Qikun JIANG ; Yu GU
Journal of Biomedical Engineering 2015;32(4):730-734
Sleep quality is closely related to human health. It is very important to correctly discriminate the sleep stages for evaluating sleep quality, diagnosing and analyzing the sleep-related disorders. Polysomnography (PSG) signals are commonly used to record and analyze sleep stages. Effective feature extraction and representation is one of the most important steps to improve the performance of sleep stage classification. In this work, a collaborative representation (CR) algorithm was adopted to re-represent the original extracted features from electroencephalogram sig- nal, and then the kernel entropy component analysis (KECA) algorithm was further used to reduce the feature dimension of CR-feature. To evaluate the performance of CR-KECA, we compared the original feature, CR feature and readied CR feature (CR-PCA) after principal component analysis (PCA). The experimental results of sleep stage classification indicated that the CR-KECA method achieved the best performance compared with the original feature, CR feature, and CR-PCA feature with the classification accuracy of 68.74 +/- 0.46%, sensitivity of 68.76 +/- 0.43% and specificity of 92.19 +/- 0.11%. Moreover, CR algorithm had low computational complexity, and the feature dimension after KECA was much smaller, which made CR-KECA algorithm suitable for the analysis of large-scale sleep data.
Algorithms
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Electroencephalography
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Entropy
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Humans
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Polysomnography
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Principal Component Analysis
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Sleep Stages
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Sleep Wake Disorders
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diagnosis
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Software
5.InVance bulbourethral sling for the treatment of stress urinary incontinence after radical prostatectomy
Yuansong XIAO ; Weilie HU ; Jun LYU ; Wei WANG ; Yongbin ZHAO
Chinese Journal of Postgraduates of Medicine 2014;37(17):44-46
Objective To evaluate the efficacy and safety of InVance bulbourethral sling for stress urinary incontinence after radical prostatectomy.Methods Six male patients with stress urinary incontinence after radical prostatectomy were treated with perineal sling (InVance) from March 2005 to March 2011,and the clinical data were analyzed.Results The operation time was 80-120 min and intra-operative blood loss was 20-50 ml.The catheter was removed at the second day after surgery.In a follow-up of 12 to 29 months,4 patients were dry,1 patient was improved,and 1 patient suffered treatment failure.There were 2 patients transient acute urinary retention and 1 patient short-term perineal pain in the main post-operative complication.In six months after the operation,urodynamic examination showed (15.9 ± 7.7) ml/s at Qmax and 0-20 ml/s at postvoid residual.Conclusion InVance bulbourethral sling for the treatment of stress urinary incontinence after radical prostatectomy appears to be safe,simple in the procedure and good effect to mild and middle incontinence.
7.Modified pinning combined with external tension band for the treatment of Gartland type III humeral supracondylar fractures in children.
Chuan ZHANG ; Zuo-Jun ZHANG ; Ming ZHAO ; Zhong-Xiao CHANG
China Journal of Orthopaedics and Traumatology 2012;25(8):690-693
OBJECTIVETo explore therapeutic effects of Modified pinning combined with external tension band for the treatment of Gartland type III humeral supracondylar fractures in children.
METHODSFrom February 2009 to November 2010, 79 children with Gartland type III humeral supracondylar fractures were treated by modified pinning (pinning cross internal and external condyle assisted with lateral condyle) combined with external tension band (crossing needle end and hooking around) through lateral approach of elbow. There were 47 males and 32 females, with an average age of 8.7 years (ranging from 2.5 to 14 years). The time from injury to operation was 2 h to 8 d. The elbow joint function and Carrying angle were observed before and after treatment. The Flynn criteria were used to evaluate therapeutic effects.
RESULTSSixty-one patients were followed up (18 patients' data were lost) for 6-30 months (mean 13.5 months). According to Flynn criteria, 53 patients got excellent result, 7 good and 1 fair.
CONCLUSIONTreatment of child Gartland type III humeral supracondylar fractures with modified pinning combined with external tension band through lateral approach of elbow is believed to be an ideal method, which has advantages of reliable fixation, rapid recovery and less complications.
Adolescent ; Bone Nails ; Child ; Child, Preschool ; Female ; Fracture Fixation ; instrumentation ; methods ; Humans ; Humeral Fractures ; diagnostic imaging ; surgery ; Male ; Mechanical Phenomena ; Radiography ; Treatment Outcome
8.Abdominal malignant melanoma complicating pregnancy: report of a case.
Chinese Journal of Pathology 2013;42(12):845-845
Abdominal Wall
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Adult
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Female
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Follow-Up Studies
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Humans
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Melanoma
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pathology
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surgery
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Pregnancy
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Pregnancy Complications, Neoplastic
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pathology
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surgery
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Skin Neoplasms
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pathology
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surgery
9.Effect of different types of pterygium surgery and on tear film in patients with type 2 diabetes mellitus
Xiao-Long, BAI ; Le-Le, ZHAO ; Li-Jun, CUI
International Eye Science 2017;17(10):1874-1877
AIM:To compare the effect of three types of pterygium surgery and on tear film in patients with type 2 diabetes mellitus. ·METHODS:A total of 102 patients ( 102 eyes ) with pterygium combined with type 2 diabetes mellitus treated in our hospital from March 2013 to March 2016 were analyzed retrospectively. The patients were divided into three groups including the 34 cases ( 34 eyes ) with simple excision of pterygium ( resection group ) , pterygium excision combined with conjunctival flap transplantation in 34 cases (34 eyes, as conjunctival flap group ) and pterygium excision combined with limbal stem cell transplantation in 34 cases ( 34 eyes, as stem cell group ) . The wound repair time, complications, recurrence rate, uncorrected visual acuity (UCVA), tear film break-up time ( BUT ) and basal tear secretion test (SⅠt) were observed before, and 6 and 12mo after surgery in the three groups, respectively. ·RESULTS:The postoperative UCVA of the three groups was significantly higher than that preoperation ( P =0. 039, 0. 013, 0. 024 ), and there was no significant difference among the three groups ( P = 0. 317 ). The wound repair time was 5. 67 ± 1. 45d in the resection group, which was significantly higher than that in the conjunctival flap group (4. 18 ± 0. 76d) and the stem cell group (4. 09±0. 79 d) (P<0. 001), there was no significant difference between the conjunctival flap group and the stem cell group ( P = 0. 937 ). There were 4 cases in resection group reappeared, and the recurrence rate was 11. 8%, which was significantly higher than the other two groups ( P = 0. 037 ). There were 1 recurrences in the conjunctival flap group, and the recurrence rate was 2. 9%, while the patients in the stem cell group had no obvious recurrence. SⅠt and BUT increased significantly after operation (P<0. 05), especially in conjunctival flap group and stem cell group (P<0. 001). There was no significant difference between the conjunctival flap group and the stem cell group (P=0. 845, 0. 894). · CONCLUSION: Pterygium excision combined with conjunctival flap transplantation or limbal stem cell transplantation for the treatment of type 2 diabetic patients with normal blood glucose and tear film function has the similar effect, and is better than simple pterygium excision.
10.Outcomes of combined wavefront-guided and aspheric LASIK for myopia and myopic astigmatism
Xiao-Bin, ZHAO ; Ke-Jun, LI ; Fang, FAN
International Eye Science 2016;16(11):2091-2094
AIM: To evaluate the clinical outcomes of combined wavefront - guided and aspheric laser in situ keratomileusis ( LASIK ) to correct myopia and myopic astigmatism.
METHODS: Prospective study. Forty-five patients ( 62 eyes ) with myopia and myopic astigmatism were randomly dividied into two groups:the wavefront-guided and aspheric LASIK group and the wavefront- guided LASIK group. Safety, efficacy, predictability, ocular higher order aberrations(HOAs), and contrast sensitivity under mesopic condition were compared at 6mo postoperatively.
RESULTS: Both platforms had equal safety, efficacy and predictability. At 6mo after operation, total HOAs, spherical aberration and coma increased in both groups(P<0. 01 ). The changes of total HOAs and spherical aberration in wavefront-guided and aspheric group were significantly less than those in wavefront-guided group ( P<0.05 ) , while the change of coma between two groups was not statistically significant ( P = 0. 657 ). Contrast sensitivity in the wavefront-guided and aspheric group recovered to preoperative levels under mesopic conditions at all spatial frequencies ( P > 0. 05 ), while contrast sensitivity in the wavefront-guided group recovered to preoperative levels at all spatial frequencies(P>0. 05).
CONCLUSION: Wavefront-guided and aspheric LASIK induced less HOAs and associated with better mesopic contrast sensitivity compared with wavefront - guided LASIK.