Neurodegenerative diseases categorization by applying the automatic model selection and hyperparameter optimization method

2021 ◽  
pp. 1-9
Author(s):  
Mirta Fuentes-Ramos ◽  
Eddy Sánchez-DelaCruz ◽  
Iván-Vladimir Meza-Ruiz ◽  
Cecilia-Irene Loeza-Mejía
Keyword(s):  
Model Selection ◽  
Neurodegenerative Diseases ◽  
Optimization Method ◽  
Human Gait ◽  
Spinocerebellar Ataxias ◽  
Hyperparameter Optimization ◽  
Automatic Model Selection ◽  
The World ◽  
High Degree

Neurodegenerative diseases affect a large part of the population in the world and also in Mexico, deteriorating gradually the quality of patients’ life. Therefore, it is important to diagnose them with a high degree of reliability. In order to solve it, various computational methods have been applied in the analysis of biomarkers of human gait. In this study, we propose employing the automatic model selection and hyperparameter optimization method that has not been addressed before for this problem. Our results showed highly competitive percentages of correctly classified instances when discriminating binary and multiclass sets of neurodegenerative diseases: Parkinson’s disease, Huntington’s disease, and Spinocerebellar ataxias.

scholarly journals MODERN FORMS OF ORGANIZATION AND PROCESS OF ANIMATION SERVICE AT HOTEL ENTERPRISES

2021 ◽  
Author(s):  
Svitlana Tymchuk ◽  
Natalia Tereshchuk
Keyword(s):  
Main Part ◽  
Hospitality Industry ◽  
Hotel Industry ◽  
Factors Influencing ◽  
Foreign Countries ◽  
The World ◽  
Hotel Service ◽  
Fierce Competition ◽  
High Degree

The article considers the process of improving the quality of service in hospitality enterprises through animation activities. Animation is considered as a whole industry in hotel service, an integral part of the whole service and quality hotel service. The paper also outlines areas for improving service in hotel enterprises through the introduction of animation services to their activities. The main purpose of this article is to analyze the factors influencing the development of animation services, to reveal the main functions and directions of animation services and to find possible innovations in the hotel industry animation programs, using the experience of leading hotel companies and foreign countries. The problem of product quality assurance is very important now, because much in the development of a particular industry depends on how progressive its implementation is. However, speaking about the main indicators of quality, as well as possible problems that may arise with the release of quality services, they are individual for the hotel and restaurant business and the hospitality industry in general. Now a whole new direction has been actively used all over the world - animation, it occupies an important niche in the development of tourism in general, and is quite relevant for the effective functioning of hospitality enterprises. The organization of animation is the main part of the hotel business, which expresses its high degree of professionalism. Considering the animation service in hotels, we can conclude that in today's world in conditions of fierce competition in the market of tourist services it is impossible to imagine a hotel complex without the organization of animation activities. In order for the guests of the hotel and restaurant business of different nationalities, different ages, wealth and opportunities (physical, intellectual, etc.) to remain satisfied, animation programs must be improved and changed throughout the season in content, intensity, time and other parameters for the return of visitors to the hotel.

scholarly journals Spinocerebellar ataxia type 40: A case report and literature review

2021 ◽  
Vol 12 (1) ◽  
pp. 379-384
Author(s):  
Fengyue Han ◽  
Dan Su ◽  
Chuanqiang Qu
Keyword(s):  
Case Report ◽  
Literature Review ◽  
Neurodegenerative Diseases ◽  
Rare Case ◽  
Gene Mutations ◽  
Spinocerebellar Ataxia Type ◽  
Spinocerebellar Ataxias ◽  
High Degree ◽  
Degree Of Heterogeneity ◽  
Main Clinical Manifestation

Abstract Spinocerebellar ataxias (SCAs) are a group of neurodegenerative diseases with ataxia as the main clinical manifestation. The phenotypes, gene mutations, and involved sites of different subtypes show a high degree of heterogeneity. The incidence of SCA varies greatly among different subtypes and the case of SCA40 is extremely rare. The aim of this study is to report a rare case of SCA40 and systematically review the incidence, gene mutation, and phenotype of SCAs, especially SCA40.

9/11 and Armageddon: the Christian Right and George W. Bush

2003 ◽  
Vol 2 (1) ◽  
pp. 33-50
Author(s):  
Göran Gunner
Keyword(s):  
New York ◽  
Christian Right ◽  
Political Life ◽  
Religious Leader ◽  
The European Union ◽  
The World ◽  
Mega Church ◽  
The Usa ◽  
Jerry Falwell ◽  
High Degree

Authors from the Christian Right in the USA situate the September 11 attack on New York and Washington within God's intentions to bring America into the divine schedule for the end of the world. This is true of Pat Robertson and Jerry Falwell, and other leading figures in the ‘Christian Coalition’. This article analyses how Christian fundamentalists assess the roles of the USA, the State of Israel, Islam, Iraq, the European Union and Russia within what they perceive to be the divine plan for the future of the world, especially against the background of ‘9/11’. It argues that the ideas of the Christian Right and of President George W. Bush coalesce to a high degree. Whereas before 9/11 many American mega-church preachers had aspirations to direct political life, after the events of that day the President assumes some of the roles of a mega-religious leader.

Correction of functional constipation in patients with limited mobility after stroke

2019 ◽  
Vol 1 (6) ◽  
pp. 53-55
Author(s):  
M. S. Turchina ◽  
M. V. Bukreeva ◽  
L. Yu. Korolyova ◽  
Zh. E. Annenkova ◽  
L. G. Polyakov
Keyword(s):  
Quality Of Life ◽  
Chronic Constipation ◽  
Functional Constipation ◽  
Cerebrovascular Diseases ◽  
Medical Rehabilitation ◽  
Stroke Patients ◽  
Limited Mobility ◽  
Complete Restoration ◽  
The World

Currently, the problem of early rehabilitation of stroke patients is important, since in terms of the prevalence of cerebrovascular diseases and disability after suffering a stroke, Russia is one of the first places in the world. The complex of medical rehabilitation of such patients should provide for the early and most complete restoration of all body functions, patient education for lost skills, re-socialization of the patient and improvement of the quality of life. One of the factors contributing to a significant reduction in the quality of life after a stroke is the development of chronic constipation. The article reflects the modern methods of correction of chronic constipation in patients with limited mobility.

HASTANELERİN HİZMET KALİTESİNİN HASTA TATMİN ÖLÇEĞİ İLE ÖLÇÜLMESİ: KARABÜK DEVLET HASTANESİNDE YATAN HASTALAR ÜZERİNDE BİR ARAŞTIRMA THE MEASUREMENT SERVICE QUALITY OF THE HOSPITALS BY THE PATIENT SCALE: A RESEARCH ON THE PATIENTS IN KARABUK STATE HOSP

2013 ◽  
Vol 1 (1) ◽  
pp. 100
Author(s):  
Selçuk Yurtsever
Keyword(s):  
Patient Satisfaction ◽  
Health Services ◽  
Literature Review ◽  
Private Sector ◽  
State Hospital ◽  
Continuous Change ◽  
Satisfaction Scale ◽  
The World ◽  
Main Factors

It has been known that both in the world and in Turkey a continuous change has been experienced in the provision of health services in recent years. In this sense by adopting the customer(client) focused approach of either public or private sector hospitals; it has been seen that they are in the struggle for presenting a right, fast, trustuble, comfy service. The purpose of this research is to measure the satisfaction degree, expectations and perceptions of the patients in Karabük State Hospital through comparison. In this context, the patient satisfaction scale which has been developed as a result of literature review has been used and by this scale it has been tried to measure the satisfaction levels of the patients in terms of material and human factors which are the two main factors of the service that was presented. In the study, with the scales of Servqual and 0-100 Points together, in the part of the analysis MANOVA have been used. The expectations and the perceptions of the patient has been compared first by generally and then by separating to different groups according to the various criterias and in thisway it has been tried to be measured their satisfaction levels. According to the results that were obtained, although, the satisfaction levels of the patients who have taken service from Karabük State Hospital are high in terms of thedoctors and the nurses; it has been reached to the result that their satisfaction levels are low in terms of the materials that have been used at the presenting of the service and the management.

Агрономическая эффективность промышленной (голландской) технологии возделывания картофеля

2018 ◽  
Author(s):  
C. Coy ◽  
A.V. Shuravilin ◽  
O.A. Zakharova
Keyword(s):  
Heavy Metals ◽  
Regression Analysis ◽  
Positive Response ◽  
Growth Yield ◽  
Correlation And Regression Analysis ◽  
Yield And Quality ◽  
Quality Of Products ◽  
High Degree ◽  
The Impact

Приведены результаты исследований по изучению влияния промышленной технологии возделывания картофеля на развитие, урожайность и качество продукции. Выявлена положительная реакция растений на подкормку K2SO4 в период посадки. Корреляционно-регрессионный анализ урожайности и качества клубней выявил высокую степень достоверности результатов опыта. Содержание нитратов и тяжелых металлов в клубнях было ниже допустимых величин.The results of studies on the impact of industrial technology of potato cultivation on growth, yield and quality of products. There was a positive response of plants to fertilizer K2SO4 in the period of planting. Correlation and regression analysis of yield and quality of tubers revealed a high degree of reliability of the results of experience. The contents of nitrates and heavy metals in tubers was below the permissible values.

IN SEARCH OF EDUCATIONAL STRATEGY FOR UKRAINE

2016 ◽  
Author(s):  
Viсtor Ognevyuk
Keyword(s):  
Secondary Education ◽  
Primary Education ◽  
School Management ◽  
Education Quality ◽  
Quality Of Education ◽  
Global Competitiveness ◽  
The World ◽  
Management School ◽  
Global Competitiveness Report

The article deals with the world rating of Ukrainian educational sphere according to The Global Competitiveness Report and UNESCO Science Report. It shows comparative indices of Ukraine in contrast to the other countries of these world ratings according to the “Quality of primary education”, “Penetration of primary education”, “Penetration of secondary education”, “Quality of secondary education”, “Quality of education in Sciences”, “Quality of school management”, “School access to the internet” and others. The article also defines strategic directions of reforming Ukrainian education system to improve its position in the world international ratings.

konsep dasar, prinsip dan peranan supervisi

2020 ◽  
Author(s):  
Isra Revenia
Keyword(s):  
Education Quality ◽  
School Staff ◽  
The World

When we compare with the quality of the best education in the world, Indonesia can catagorized as far behind. This can be seen from the achievments of students who become rejected measuring education quality in improving the qualitu of education, education supervision has very important role in developing education quality. Supervision can be interpreted as a coaching activity that has been planned to assist teachers and staff and other school staff in carrying out work effectively so that it gets good results. Supervision is a process that is applied to a job that has been carried out and even evaluates and corrects the work I to match what was determined from the start.

Peningkatan Teknologi Informasi Melalui Supervisi Pendidikan

2019 ◽  
Author(s):  
Rika ramadani ◽  
Hade Afriansyah
Keyword(s):  
Information Technology ◽  
Learning Process ◽  
Quality Of Education ◽  
Information Technology Education ◽  
Use Of Technology ◽  
Ongoing Training ◽  
The World ◽  
Teacher Supervisors

Progress in information technology that is so fast is expected to improve the quality of education in Indonesia. In the world of information technology education can help and support the learning process. Especially now all the learning process activities can be done online. Progress in information technology must also be supported by quality human resources. In this case the teacher is very instrumental in the utilization of information technology in the world of education. Because the teacher is one of the education supervisors who will encourage the advancement of the quality of education in Indonesia. But in reality the quality of teachers in Indonesia is inadequate. There are still many teachers who cannot use information technology in learning especially for teachers who are senior or old. As teacher supervisors, they must improve the quality of their performance in using technology. To improve the ability of teachers to use technology, ongoing training is needed to use technology. The role of the head of the school as a supervisor is also needed, namely the principal is obliged to supervise, control, and approach the teacher in terms of the use of technology in the learning process.

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