1.Automatic epileptic seizure detection algorithm based on dual density dual tree complex wavelet transform.
Tongzhou KANG ; Rundong ZUO ; Lanfeng ZHONG ; Wenjing CHEN ; Heng ZHANG ; Hongxiu LIU ; Dakun LAI
Journal of Biomedical Engineering 2021;38(6):1035-1042
It is very important for epilepsy treatment to distinguish epileptic seizure and non-seizure. In this study, an automatic seizure detection algorithm based on dual density dual tree complex wavelet transform (DD-DT CWT) for intracranial electroencephalogram (iEEG) was proposed. The experimental data were collected from 15 719 competition data set up by the National Institutes of Health (NINDS) in Kaggle. The processed database consisted of 55 023 seizure epochs and 501 990 non-seizure epochs. Each epoch was 1 second long and contained 174 sampling points. Firstly, the signal was resampled. Then, DD-DT CWT was used for EEG signal processing. Four kinds of features include wavelet entropy, variance, energy and mean value were extracted from the signal. Finally, these features were sent to least squares-support vector machine (LS-SVM) for learning and classification. The appropriate decomposition level was selected by comparing the experimental results under different wavelet decomposition levels. The experimental results showed that the features selected in this paper were different between seizure and non-seizure. Among the eight patients, the average accuracy of three-level decomposition classification was 91.98%, the sensitivity was 90.15%, and the specificity was 93.81%. The work of this paper shows that our algorithm has excellent performance in the two classification of EEG signals of epileptic patients, and can detect the seizure period automatically and efficiently.
Algorithms
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Electroencephalography
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Epilepsy/diagnosis*
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Humans
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Seizures/diagnosis*
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Signal Processing, Computer-Assisted
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Support Vector Machine
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Wavelet Analysis
2.Status and implications of researches on benefit finding of family caregivers of cancer patients
Jing BIAN ; Lanfeng ZHANG ; Zhunzhun LIU ; Tongwei NI
Chinese Journal of Modern Nursing 2018;24(7):860-864
Family caregivers of cancer patients have a huge burden of care and psychological pressure. At the same time, they also get positive benefits in caring for patients. This article reviews the conceptual analysis of the benefit finding of cancer family caregivers from domestic and foreign scholars, the application of measuring tools, the influencing factors of benefit findings and the interventions. Transferring psychological focusing view, it explores the psychological rehabilitation implication of benefit findings in cancer family caregivers in China from the aspect of positive psychology.
3.Application of detection of tumor markers CEA ,AFP ,CA19-9 and CA72-4 in digestive malignant tumors
Lanfeng LIU ; Bin TIAN ; Haiyan LIU ; Huzhong DENG ; Ligang HUO
International Journal of Laboratory Medicine 2017;38(5):596-597
Objective To explore the significance of combined detection of tumor markers cancer embryo antigen (CEA) ,alpha fetoprotein (AFP ) ,carbohydrate antigen 19-9 (CA19-9 ) and carbohydrate antigen 72-4 (CA72-4 ) in digestive tract tumors . Methods The electrochemical luminescence method was adopted to detected the CEA ,AFP ,CA19-9 and CA72-4 levels in 106 cases of digestive tract malignant tumor confirmed by pathological examination (malignant tumor group) ,110 cases of digestive tract be-nign diseases (benign disease group) and 60 persons undergoing the healthy physical examination (control group) in our hospital from January to December 2015 .The differences were compared among various groups and the positive detection rates of 4 markers in the patients with digestive tract tumors were compared .Results The serum levels of CEA ,AFP ,CA19-9 and CA72-4 levels in the malignant tumor group were significantly higher than those in the benign disease group and control group(P<0 .05);the benign disease group and normal control group had no statistically significant difference (P>0 .05) .In the single indicator detection of ser-um CEA ,AFP ,CA19-9 and CA72-4 ,AFP had the highest detection rate in hepatocellular carcinoma (HCC) ,which was 74 .19% ;the positive detection rate of CA 72-4 in gastric cancer was highest ,which was 60 .71% ;the positive detection rate of CA 19-9 in pan-creatic cancer was highest ,which was 75 .00% ;the positive detection rate of CEA was not high without specificity in various tumor diseases .The positive detection rate of 4-item combined detection was significantly higher than that of single item detection (P<0 .05) .Conclusion The detection of tumor markers CEA ,AFP ,CA19-9 and CA72-4 is conducive to the identification of tumor types ,meanwhile they can improve the detection rate of gastrointestinal cancer and conduces to early diagnosis and early treatment for the patients .
4.The influencing factors of benefit finding in patients with cancer
Zhunzhun LIU ; Lanfeng ZHANG ; Songsong SHI ; Yuerong CAO
Chinese Journal of Behavioral Medicine and Brain Science 2017;26(1):41-45
Objective To understand the status and influencing factors of benefit finding in patients with cancer.Methods 350 patients with cancer were collected with convenience sampling method from two Jiangsu hospitals.All patients received a questionnaire survey.Multiple linear regression analysis was used to analyze the influencing factors of benefit finding in patients with cancer.Results (1) The score of benefit finding in patients with cancer was statistically significant in different frequency of physical exercise (F=8.37,P=0.00),different character (F=3.04,P=0.04) and different educational level (F=2.91,P=0.03).(2) There was a positive correlation between benefit finding(78.53± 10.50) and communication with physicians(7.27±2.19),medical coping(43.48±4.50),optimism(17.33±2.24) and social support(44.81±3.91)(r=0.31,0.35,0.29,0.23,all P<0.05) in patients with cancer.The benefit finding in patients with cancer was negatively correlated with depression(8.59± 1.83) (r=-0.37,P<0.05).(3) Multiple linear regression analysis results showed that medical coping modes-confrontation,objectively social support and utilization,physical exercise,depression,communication with physicians and character were the factors influencing benefit finding in patients with cancer(△R2 =28%,P< 0.05;△R2 =5.5%,P< 0.05;△R2 =3.1%,P< 0.05;△R2 =1.9%,P<0.05;△R2 =1.7%,P<0.05;△R2 =1.0%,P<0.05;△R2 =1.1% P<0.05),which explained 42.0% of the total variance.Conclusion Medical coping modes-confrontation,objectively social support and utilization,physical exercise,depression,communication with physicians and character are the factors influencing benefit finding in patients with cancer.
5.The level of glycogen phosphorylase isoenzyme BB and ischemia modified albumin in newborn with asphyxia and myocardial injury and its clinical significance
Bin TIAN ; Lanfeng LIU ; Huzhong DENG ; Fenglian LI ; Haiyan LIU
International Journal of Laboratory Medicine 2017;38(17):2342-2343,2346
Objective To explore the clinical significance of early biomarkers in neonatal asphyxia diagnosis with myocardial damage by detection of ischemia modified albumin in neonatal serum(IMA) and glycogen phosphorylase isoenzyme BB(GPBB) for screening sensitive markers with direct myocardial injury.Methods 166 neonates were selected in our hospital as the research object,in which 136 cases with myocardial injury dividend into the experimental group and 30 cases into the control group.The experimental group were divided into mild group and severe group according to the degree of asphyxia.All the children were tested for GPBB and IMA 1 h after admission.Results The levels of GPBB in neonatal asphyxia myocardial injury group and severe asphyxia group were significantly higher than those in the control group,the difference was statistically significant(P<0.05).The sensitivity of GPBB in diagnosis of asphyxia was higher than that of IMA,the difference was statistically significant(P<0.05).Conclusion The degree of asphyxia is closely related to serum IMA,GPBB level in neonatal asphyxia complicated with myocardial injury.The sensitivity and specificity of GPBB in diagnosis asphyxia is better than IMA in children complicated with myocardial damage.
6.Qualitative research on promoting factors of benefit finding in colorectal cancer patients with the permanent colostomy
Zhunzhun LIU ; Lanfeng ZHANG ; Songsong SHI ; Jing BIAN
Chinese Journal of Modern Nursing 2017;23(22):2903-2906
Objective To describe the psychological experience of benefit finding in colorectal cancer patients with the permanent colostomy.Methods A total of 18 colorectal cancer patients with the permanent colostomy were interviewed in depth with the qualitative research method. The data collected were analyzed by the Colaizzi's analysis procedure.Results The promoting factors of benefit finding in colorectal cancer patients with the permanent colostomy could be classified into four themes: the change of disease-related cognition, regaining the feeling of self-control, increasing the social support, re-realizing a sense of self-worth. Conclusions The production of benefit finding in colorectal cancer patients with the permanent colostomy needs diversified and multipath support.
7.Primary loading causes bone cement-stem interface debonding injury
Lanfeng ZHANG ; Shirong GE ; Hongtao LIU ; Kaijin GUO
Chinese Journal of Tissue Engineering Research 2016;20(8):1081-1088
BACKGROUND: The main reason for the postoperative loosening of cemented prosthesis is interfacial debonding and bone cement internal damage. Most studies have suggested that both of them occur in the process of fatigue damage, however, little is reported on primary loading that results in the initial damage to the bone cement-stem interface and inside of bone cement. OBJECTIVE: To study the mechanical properties of bone cement-stem interface, and the effect of crack formation in bone cement on interfacial loosening. METHODS: The cement-titanium al oy handle implant components were prepared. The maximum adhesive force of bone cement-stem interface was measured using push-in experiment. The cement damage and crack in the process of bone cement-handle interfacial debonding were monitored online using acoustic emission tester. The non-destructive testing on the metal surface and the inner layer of bone cement cylinder was conducted using three-dimensional surface profiler, ultrasonic microscopy and X-ray detector. RESULTS AND CONCLUSION: The online monitoring results of debonding experiment and acoustic emission tester demonstrated that the initial damage of bone cement initiated in the primary loading of patients after operation, rather than at fatigue damage stage. Bone cement coffin caused cracks initiation mainly due to the combination effect of radial and axial stress. The bone cement-stem interfacial shear lag effect could not prevent the gradual extension of interface and inner coffin crack from top to bottom. The bone cement defects formed in solidification process was likely to affect the mechanical properties of the material, and eventual y induced the crystal face and macromolecular chain fractures, forming silver striated cracks and leading component failure.
8.Application of surgical navigation technology in the treatment of zygomatic fracture.
Lanfeng YE ; Kaide LI ; Lei LIU
West China Journal of Stomatology 2015;33(3):322-325
Zygomatic fracture is one of the most common mid-facial fractures. Zygomatic fracture often leads to open-mouth and chewing dysfunctions, which are often associated with pronounced zygomatic facial deformity, causing psychological and physiological problems in patients. The complicated anatomical structures associated with zygomatic fracture often make treatment difficult. Surgical navigation technology provides a new auxiliary method for improving the treatment results for zygomatic fracture. This review aims to provide a comprehensive overview of the application of surgical navigation technology in the treatment of zygomatic fracture.
Face
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Fracture Fixation, Internal
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Humans
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Mastication
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Mouth
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Skull Fractures
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Surgery, Computer-Assisted
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Zygomatic Fractures
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surgery
9.Application of surgical navigation technology in the treatment of zygomatic fracture
Lanfeng YE ; Kaide LI ; Lei LIU
West China Journal of Stomatology 2015;(3):322-325
Zygomatic?fracture?is?one?of?the?most?common?mid-facial?fractures.?Zygomatic?fracture?often?leads?to?open-mouth?and?chewing?dysfunctions,?which?are?often?associated?with?pronounced?zygomatic?facial?deformity,?causing?psycholo-gical?and?physiological?problems?in?patients.?The?complicated?anatomical?structures?associated?with?zygomatic?fracture?often?make?treatment?difficult.?Surgical?navigation?technology?provides?a?new?auxiliary?method?for?improving?the?treatment?results?for?zygomatic?fracture.?This?review?aims?to?provide?a?comprehensive?overview?of?the?application?of?surgical?navigation?tech-nology?in?the?treatment?of?zygomatic?fracture.
10.Influence of preoperative ambroxol aerosol inhalation on postoperative lung complications:a Meta analysis
Minjie LIU ; Zhunzhun LIU ; Lanfeng ZHANG
Chinese Journal of Practical Nursing 2014;30(5):30-35
Objective To evaluate the effect of preoperative ambroxol aerosol inhalation on postoperative lung complications in patients with chest and abdominal surgery.Methods The randomized controlled trials (RCTs) taking preoperative ambroxol aerosol inhalation interventions were collected from the databases of Chinese Technology Journal Database,China National Knowledge Internet and Wanfang Database.Data were analyzed with RevMan 5.0 software.Results Eleven articles with 1 160 patients met the inclusion criteria.There was a certain heterogeneity across the analysis,which might result from kind of included patients,inhalation method,difference of the medication,inhalation time,etc,according to subgroup analysis.The result showed that compared with the control group,patients in the experimental group had lower incidence of postoperative lung complications and the differences were not statistically significant.Conclusions The Meta analysis had identified a significant effect of preoperative ambroxol aerosol inhalation on postoperative lung complications in patients with chest and abdominal surgery,but high quality were in need.

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