Classification of Brain Signal Activities Before and After Consuming Soy Peptide Using Fuzzy Logic

2021 ◽  
Author(s):  
Arjon Turnip ◽  
Gilbert F. Y. Sihombing ◽  
Giraldo F. J. Sihombing ◽  
George Michael Tampubolon ◽  
Peri Turnip ◽  
...  
Keyword(s):  
Fuzzy Logic ◽  
Before And After

Detection of Vigil And Fatigue States During The Execution of Laparoscopic Tasks Based On EEG Patterns

2021 ◽  
Author(s):  
Yeremi Pérez ◽  
Roberto Borboa-Gastelum ◽  
Luz Maria Alonso-Valerdi ◽  
David I. Ibarra-Zarate ◽  
Eduardo A. Flores-Villalba ◽  
...  
Keyword(s):  
Medical Students ◽  
Individual Component ◽  
Support Vector ◽  
Patient Death ◽  
Professional Activities ◽  
Health Area ◽  
Before And After ◽  
Lack Of Sleep ◽  
Eeg Signal Processing

Abstract Fatigue decreases performance in several professional activities. Fatigue can lead to commit technical mistakes which consequences might be lethal, such as in health area, where a surgical error due to the absence of rest can provoke the patient death. Therefore, this study aims to detect vigil and fatigue (due to lack of sleep) states in medical students through the classification of electroencephalographic (EEG) patterns. The EEG signals of 18 physician students were analyzed within theta band (4 - 8 Hz) over front-central recording sites, and alpha band (8 - 13 Hz) rhythms over temporal and parieto-occipital recording sites during the execution of laparoscopic tasks before and after their medical duties. The EEG signal processing pipeline consisted in pre-processing based on individual component analysis, absolute band power estimates, and Support Vector Machine classification. The F-score to differ between vigil and fatigue states was 90.89%, where the first class was slightly more identifiable reaching a sensitivity of 90.18%. Based on this outcome, the detection of fatigue in medical students while their laparoscopic training seems achievable and feasible to diminish technical mistakes that could be lethal in health area. For this purpose, EEG recording are provided.

Study on Effect of Spheroidization on Hazardous Classification of ADN

2021 ◽  
Vol 881 ◽  
pp. 71-76
Author(s):  
Jian Yang ◽  
Hong Bin Li ◽  
Song Tao Ren ◽  
Peng Gang Jin ◽  
Zan Gao
Keyword(s):  
Temperature Stability ◽  
Impact Sensitivity ◽  
Classification Method ◽  
Ammonium Dinitramide ◽  
Classification Procedure ◽  
Research Results ◽  
Before And After ◽  
Hazard Classification ◽  
Friction Sensitivity

In order to determine the influence of spheroidization process of Ammonium dinitramide’s hazard grade, the hazardous division of Ammonium dinitramide before and after spheroidization is studied by using hazard classification procedure for combustible and explosive substances and articles standard (WJ20405) and hazard classification method and criterion for combusitible and explosive substances and articles standard (WJ20404). The research results show that spheroidization process can significantly improve the temperature stability of Ammonium dinitramide and significantly reduce friction sensitivity and impact sensitivity of Ammonium dinitramide. So spheroidization process can reduce the hazardous of Ammonium dinitramide and improve the safe character of Ammonium dinitramide.

scholarly journals Contribuições do cuidado de enfermagem na redução da dor em clientes com dermatoses imunobolhosas: avaliação pela lógica fuzzi

2016 ◽  
Vol 15 (4) ◽  
pp. 675 ◽  
Author(s):  
Euzeli Da Silva Brandão ◽  
Iraci Dos Santos ◽  
Regina Serrão Lanzillotti
Keyword(s):  
Fuzzy Logic ◽  
Pain Intensity ◽  
Nursing Care ◽  
Pain Reduction ◽  
Low Level ◽  
Before And After ◽  
Reduction Of Pain ◽  
High Level

Aim: to evaluate the intensity of the client’s pain with autoimmune bullous  dermatoses,  before  and  after the  protocol  of  nursing  care  is  applied to  a  client with autoimmune bullous dermatoses. Method: the data were treated using fuzzy logic. Results: when associating the implementation of the protocol with pain reduction in the 14 study subjects the following stand out: in T0, seven subjects presented high levels of pain, with a pertinence of 1.0; in T1, 24 hours after intervention, eight presented a low level of pain, with pertinences ranging from 1.0 and 0.75, and only one with high level of pain;  in  T2,  only  one  remained  with  a  high  level  of  pain.  Discussion:  the  use  of analgesics prior to application of the protocol demonstrates that change in pain intensity was  not  influenced  by  use  of  medication,  but  rather  by  the  implemented  care. Conclusion: based on the classifications of fuzzy logic, there was a significant reduction of pain levels, especially in the first 24 hours.

scholarly journals Multiresolution analysis of vibration signals acquired from locomotive Diesel engine for classification of engine states basing on signal statistical parameters

2017 ◽  
Vol 168 (1) ◽  
pp. 68-72
Author(s):  
Piotr BOGUŚ ◽  
Mateusz CIESZYŃSKI ◽  
Jerzy MERKISZ
Keyword(s):  
Diesel Engine ◽  
Complex Analysis ◽  
Statistical Parameters ◽  
Vibration Signals ◽  
Time Frequency ◽  
Significant Difference ◽  
Before And After ◽  
On Line ◽  
Locomotive Diesel

The paper presents a method of classification of locomotive Diesel engine states basing on vibration signals taken from an engine body and using chosen statistical parameters calculated for the original signal and it wavelet multiresolution components. The researches presented in the paper concern estimation of an engine states before and after a general repair. The target application of the presented researches is an on-line diagnostic system which can complement standard OBD systems. To this purpose the applied methods should not base on complex analysis of some spectral, time-frequency or scalogram plots but rather on choosing single diagnostic parameters which are suitable for the fast on-line diagnostic. The results have showed the significant difference in distinguishing of engine work before and after a general repair using some chosen statistical parameters applied to vibration signals.

scholarly journals Discrete plasmapheres method possibilities in improving peripheral microcirculation in patients with atherosclerosis of the arteries of low extremities

2015 ◽  
Vol 14 (4) ◽  
pp. 18-21
Author(s):  
Y. S. Andozhskaya ◽  
A. N. Galileyeva
Keyword(s):  
Clinical Status ◽  
Spectral Characteristics ◽  
Suggested Method ◽  
Peripheral Artery ◽  
Doppler Flow ◽  
Before And After ◽  
Peripheral Microcirculation ◽  
Flow Changes ◽  
Artery Disease

Introduction and aim. In this study discrete plasmapheres method possibilities in the treatment of the patients with III stage of peripheral artery disease were investigated. The aim of current investigation was to find out the changes of the peripheral microcirculation. Materials and methods: microcirculation was investigated with Minimax-Doppler Ê device before and after treatment of 48 patients with intermittent claudication. Results and discussion. It was found that peripheral microcirculation data and spectral characteristics of Doppler flow changes and clinical status of the patients eventually improved after treatment by suggested method. In conclusion, treatment by suggested method of discrete plasmapheres is effective on one of the most complicated group of patients with III stage of ischemia according to Fontaine-Pokrovsky classification of atherosclerosis of the arteries of low extremities.

scholarly journals Human Polyomavirus-Associated Cerebral Disorders in the Post-HAART Era

2011 ◽  
Vol 2011 ◽  
pp. 1-3 ◽  
Author(s):  
Filiberto Cedeno-Laurent ◽  
Augusto C. Penalva de Oliveira ◽  
José E. Vidal ◽  
J. Roberto Trujillo
Keyword(s):  
Highly Active Antiretroviral Therapy ◽  
Sudden Onset ◽  
Human Polyomavirus ◽  
Survival Times ◽  
Highly Active ◽  
Before And After ◽  
Autoimmune Conditions ◽  
Inflammatory Syndrome ◽  
Hiv 1

Human polyomavirus JC is the causative agent of a deadly form of sudden onset dementia, progressive multifocal leukocoencephalopathy (PML). PML is highly prevalent in immunodeficient populations, specially those undergoing chemotherapy, immunosuppressive treatments for autoimmune conditions, and HIV-1/AIDS patients. In fact, before the highly active antiretroviral therapy (HAART) regimens became available, PML was a leading cause of death in HIV-1 seropositive individuals. However, patients under HAART show increased survival times with better prognoses. In this report we described the main differences between PML before and after the HAART era; highlighting the new patterns of presentation, the neurotropism of other human polyomaviruses, and the increased prevalence of immune reconstitution inflammatory syndrome (IRIS), as a complication of PML in patients under HAART. Lastly, we propose a revised classification of human poliomavirus-associated cerebral disorders that may reflect more accurately what clinicians encounter in their everyday practice.

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