scholarly journals Effectiveness of the Early Response to COVID-19: Data Analysis and Modelling

Systems ◽  
2020 ◽  
Vol 8 (2) ◽  
pp. 21 ◽  
Author(s):  
Edoardo Bertone ◽  
Martin Jason Luna Juncal ◽  
Rafaela Keiko Prado Umeno ◽  
Douglas Alves Peixoto ◽  
Khoi Nguyen ◽  
...  
Keyword(s):  
Network Models ◽  
High Volume ◽  
Early Response ◽  
Model Potential ◽  
Study Data ◽  
Community Response ◽  
Relative Importance ◽  
The World ◽  
Online Sources ◽  
Bayesian Network Models

Governments around the world have introduced a number of stringent policies to try to contain COVID-19 outbreaks, but the relative importance of such measures, in comparison to the community response to these restrictions, the amount of testing conducted, and the interconnections between them, is not well understood yet. In this study, data were collected from numerous online sources, pre-processed and analysed, and a number of Bayesian Network models were developed, in an attempt to unpack such complexity. Results show that early, high-volume testing was the most crucial factor in successfully monitoring and controlling the outbreaks; when testing was low, early government and community responses were found to be both critical in predicting how rapidly cases and deaths grew in the first weeks of the outbreak. Results also highlight that in countries with low early test numbers, the undiagnosed cases could have been up to five times higher than the officially diagnosed cases. The conducted analysis and developed models can be refined in the future with more data and variables, to understand/model potential second waves of contagions.

Profil Pasien Katarak Senilis Pada Usia 40 Tahun Keatas di RSI Siti Rahmah Tahun 2017

2019 ◽  
Vol 1 (1) ◽  
pp. 15-21
Author(s):  
Rada Puspita ◽  
Haves Ashan ◽  
Fidiariani Sjaaf
Keyword(s):  
High School ◽  
Secondary Data ◽  
Study Data ◽  
Vision Impairment ◽  
High School Education ◽  
Frequency Data ◽  
Private Companies ◽  
The World ◽  
Age Range ◽  
Cataract Patients

Vision impairment is estimated to affect 285 million people in the world, where 16-20% experience blindness, from the number of blindness suffered at the age of 40-50 years. Cataract seninis is all lens opacities that are found in old age that is above 40 years. The purpose of identifying and collecting frequency data Profile of Senilis cataract patients at the age of 40 years and above at RSI Siti Rahmah Padang in 2017. The research method is descriptive type of research, this study data taken is secondary data, In this study data was taken from the Medical Record at RSI Siti Rahmah Padang. When the study was conducted in February-August 2018, the population of this study were all cataract patients at the age of 40 years and above at RSI Siti Rahmah Padang in 2017 with 80 samples. Data analysis is univariate presented in the form of a frequency distribution table. Results From 80 respondents as many as 40 people (50%) were in the age range of 60-69 years, as many as 42 people (52.5%) patients were male, as many as 31 people (38.8%) patients with high school education and 35 people (43.8%) patients work as private companies. Conclusion In general, most patients are at the age of 60-69 years, the most sex is men, the highest education is high school and most patients are private.

scholarly journals The Resolution of International Commercial Disputes – What Role (if any) for Continental Europe?

AJIL Unbound ◽  
2021 ◽  
Vol 115 ◽  
pp. 11-16
Author(s):  
Giesela Rühl
Keyword(s):  
The Netherlands ◽  
Dispute Settlement ◽  
Middle Eastern ◽  
National Level ◽  
High Volume ◽  
Radical Change ◽  
The Past ◽  
The World ◽  
Traditional Market ◽  
Commercial Courts

The past sixteen years have witnessed the proliferation of international commercial courts around the world. However, up until recently, this was largely an Asian and a Middle Eastern phenomenon. Only during the past decade have Continental European countries, notably Germany, France and the Netherlands, joined the bandwagon and started to create new judicial bodies for international commercial cases. Driven by the desire to attract high-volume commercial litigation, these bodies try to offer international businesses a better dispute settlement framework. But what are their chances of success? Will more international litigants decide to settle their disputes in these countries? In this essay, I argue that, despite its recently displayed activism, Continental Europe lags behind on international commercial courts. In fact, although the various European initiatives are laudable, most cannot compete with the traditional market leaders, especially the London Commercial Court, or with new rivals in Asia and the Middle East. If Continental Europe wants a role in the international litigation market, it must embrace more radical change. And this change will most likely have to happen on the European––not the national––level.

scholarly journals Fuzzy rank-based fusion of CNN models using Gompertz function for screening COVID-19 CT-scans

2021 ◽  
Vol 11 (1) ◽  
Author(s):  
Rohit Kundu ◽  
Hritam Basak ◽  
Pawan Kumar Singh ◽  
Ali Ahmadian ◽  
Massimiliano Ferrara ◽  
...  
Keyword(s):  
Ct Scan ◽  
Detection System ◽  
Network Models ◽  
Test Cases ◽  
Gompertz Function ◽  
Neural Network Models ◽  
Source Codes ◽  
Ensemble Strategy ◽  
The World ◽  
Long Time

AbstractCOVID-19 has crippled the world’s healthcare systems, setting back the economy and taking the lives of several people. Although potential vaccines are being tested and supplied around the world, it will take a long time to reach every human being, more so with new variants of the virus emerging, enforcing a lockdown-like situation on parts of the world. Thus, there is a dire need for early and accurate detection of COVID-19 to prevent the spread of the disease, even more. The current gold-standard RT-PCR test is only 71% sensitive and is a laborious test to perform, leading to the incapability of conducting the population-wide screening. To this end, in this paper, we propose an automated COVID-19 detection system that uses CT-scan images of the lungs for classifying the same into COVID and Non-COVID cases. The proposed method applies an ensemble strategy that generates fuzzy ranks of the base classification models using the Gompertz function and fuses the decision scores of the base models adaptively to make the final predictions on the test cases. Three transfer learning-based convolutional neural network models are used, namely VGG-11, Wide ResNet-50-2, and Inception v3, to generate the decision scores to be fused by the proposed ensemble model. The framework has been evaluated on two publicly available chest CT scan datasets achieving state-of-the-art performance, justifying the reliability of the model. The relevant source codes related to the present work is available in: GitHub.

scholarly journals HOW INDUSTRY 4.0 RESHAPES THE WORLD: RECOMMENDATIONS BASED ON COMPLEX GRAPH NETWORK ANALYSIS

2021 ◽  
Vol 1 ◽  
pp. 1755-1764
Author(s):  
Rongyan Zhou ◽  
Julie Stal-Le Cardinal
Keyword(s):  
Machine Learning ◽  
Industry 4.0 ◽  
Network Models ◽  
Global Supply Chain ◽  
Great Opportunity ◽  
Strategic Research ◽  
Complex Graph ◽  
The World ◽  
Tremendous Challenge

Abstract Industry 4.0 is a great opportunity and a tremendous challenge for every role of society. Our study combines complex network and qualitative methods to analyze the Industry 4.0 macroeconomic issues and global supply chain, which enriches the qualitative analysis and machine learning in macroscopic and strategic research. Unsupervised complex graph network models are used to explore how industry 4.0 reshapes the world. Based on the in-degree and out-degree of the weighted and unweighted edges of each node, combined with the grouping results based on unsupervised learning, our study shows that the cooperation groups of Industry 4.0 are different from the previous traditional alliances. Macroeconomics issues also are studied. Finally, strong cohesive groups and recommendations for businessmen and policymakers are proposed.

Abstract P141: Global Impact of Covid-19 Pandemic on Acute Stroke and Mechanical Thrombectomy - An International Survey

Stroke ◽  
2021 ◽  
Vol 52 (Suppl_1) ◽  
Author(s):  
Dileep R Yavagal ◽  
Vasu Saini ◽  
Violiza Inoa ◽  
Hannah E Gardener ◽  
Sheila O Martins ◽  
...  
Keyword(s):  
Acute Stroke ◽  
Mechanical Thrombectomy ◽  
High Volume ◽  
Stroke Care ◽  
Acute Stroke Care ◽  
Treatment Practices ◽  
Global Impact ◽  
Significant Difference ◽  
The World ◽  
The Impact

Introduction: The COVID-19 pandemic has strained the healthcare systems across the world but its impact on acute stroke care is just being elucidated. We hypothesized a major global impact of COVID-19 not only on stroke volumes but also on thrombectomy practice. Methods: A 19-item questionnaire survey aimed to identify the changes in stroke volumes and treatment practices seen during COVID-19 pandemic was designed using Qualtrics software. It was sent to stroke and neuro-interventional physicians around the world who are part of the executive committee of a global coalition, Mission Thrombectomy 2020 (MT2020) between April 5 th to May 15 th , 2020. Results: There were 113 responses across 25 countries. Globally there was a median 33% decrease in stroke admissions and a 25% decrease in mechanical thrombectomy (MT) procedures during COVID-19 pandemic compared to immediately preceding months (Figure 1A-B). This overall median decrease was despite a median increase in stroke volume in 4 European countries which diverted all stroke patients to only a few selected centers during the pandemic. The intubation policy during the pandemic for patients undergoing MT was highly variable across participating centers: 44% preferred intubating all patients, including 25% centers that changed their policy to preferred-intubation (PI) vs 27% centers that switched to preferred-conscious-sedation (PCS). There was no significant difference in rate of COVID-19 infection between PI vs PCS (p=0.6) or if intubation policy was changed in either direction (p=1). Low-volume (<10 stroke/month) compared with high-volume stroke centers (>20 strokes/month) are less likely to have neurointerventional suite specific written personal protective equipment protocols (74% vs 88%) and if present, these centers are more likely to report them to be inadequate (58% vs 92%). Conclusion: Our data provides a comprehensive snapshot of the impact on acute stroke care observed worldwide during the pandemic.

Optimal scheduling in queuing network models of high-volume commercial web sites

2002 ◽  
Vol 47 (4) ◽  
pp. 223-242 ◽  
Author(s):  
Mark S. Squillante ◽  
Cathy H. Xia ◽  
Li Zhang
Keyword(s):  
Web Sites ◽  
Network Models ◽  
High Volume ◽  
Optimal Scheduling ◽  
Queuing Network

scholarly journals Uang Elektronik: Praktik dan Substansi Dari Perspektif Keuangan Syariah (Studi Kasus: BCA Flazz & Go-Pay)

2021 ◽  
Vol 4 (2) ◽  
pp. 133-145
Author(s):  
Adi Martono ◽  
Yuddy Yudawirawan
Keyword(s):  
Open Space ◽  
Study Data ◽  
Point Of View ◽  
Islamic Banks ◽  
Muslim Community ◽  
Electronic Money ◽  
Bank Deposits ◽  
The World ◽  
Conventional Banks

The use of electronic money as a transaction tool in everyday life is a necessity, people use the money to pay for various needs such as buying goods in the marketplace, buying food online, KRL train tickets, paying toll tickets and others. On the other hand, the use of electronic money in society raises questions, especially for Muslims. Is electronic money as a medium of exchange in accordance with the Qur'an and As-Sunnah? Several Indonesian Muslim scholars who are concerned about the practice of Muamalah Maaliyah have given their thoughts and opinions on the use of electronic money. This paper is a step in answering this question. This paper will try to provide an explanation why the use of electronic money is not in accordance with the Qur'an and As-Sunnah. This research uses case study – qualitative research as research methodology. For this study, data were collected from documentation: Bank Indonesia regulations, the fatwa of the Sharia Council-Indonesian Ulema Council (DSN-MUI), fatwas of world scholars, instructions for the use of electronic money from banks/issuing companies, participant observations and observations, namely as users of electronic money who also use electronic money. Experienced as a banker in a state-owned bank. Using this method, this research will explore and explain how electronic money is managed and why some Muslims doubt this money. The conclusion of this study is that Bank Indonesia as the regulator and DSN-MUI issued a fatwa and this is in line with the fatwa issued by Majma' al-Fiqh al-Islami under the World Muslim League in its decision No. 86, 3/9 explains that “bank deposits, both in Islamic banks and conventional banks, from the fiqh point of view are debt, having different views on the concept and characteristics of electronic money used in Indonesia. The solution to this problem is that Bank Indonesia as a regulator needs to open space so that electronic money that is in accordance with sharia provisions can be realized so that the interests of the Muslim community are met. Abstrak Penggunaan uang elektronik sebagai alat transaksi dalam kehidupan sehari-hari adalah suatu keniscayaan, masyarakat menggunakan uang tersebut untuk membayar berbagai keperluan seperti membeli barang di marketplace, membeli makanan secara online, tiket kereta api KRL, membayar tiket tol dan lain-lain. Di sisi lain, penggunaan uang elektronik di masyarakat menimbulkan pertanyaan terutama bagi umat Islam. Apakah uang elektronik sebagai alat tukar sesuai dengan Al-Qur'an dan As-Sunnah? Beberapa cendekiawan muslim Indonesia yang concern terhadap praktik Muamalah Maaliyah telah memberikan pemikiran dan pendapatnya tentang penggunaan uang elektronik. Tulisan ini merupakan langkah dalam menjawab pertanyaan tersebut. Tulisan ini akan mencoba memberikan penjelasan mengapa penggunaan uang elektronik tidak sesuai dengan Al-Qur’an dan As-Sunnah. Penelitian ini menggunakan studi kasus – penelitian kualitatif sebagai metodologi penelitian. Untuk penelitian ini data dikumpulkan dari dokumentasi: ketentuan Bank Indonesia, fatwa Dewan Syariah-Majelis Ulama Indonesia (DSN-MUI), fatwa ulama sedunia, instruksi penggunaan uang elektronik dari bank/perusahaan penerbit, observasi dan observasi partisipan yaitu sebagai pengguna uang elektronik yang juga berpengalamanan sebagai bankir di bank milik pemerintah. Dengan menggunakan metode ini, penelitian ini akan mengeksplorasi dan menjelaskan bagaimana uang elektronik dikelola dan mengapa sebagian umat Islam meragukan uang ini. Kesimpulan dari penelitian ini adalah Bank Indonesia selaku regulator dan DSN-MUI yang mengeluarkan fatwa dan ini sejalan dengan fatwa yang dikeluarkan oleh Majma’ al-Fiqh al-Islami di bawah Liga Muslim Dunia dalam keputusannya No. 86, 3/9 menerangkan bahwa “simpanan bank, baik di bank Islam maupun bank konvensional, dari sudut pandang fiqih merupakan hutang, memiliki pandangan yang berbeda mengenai konsep dan karakteristik uang elektronik yang digunakan di Indonesia. Solusi dari permasalahan ini adalah Bank Indonesia sebagai regulator perlu membuka ruang agar uang elektronik yang sesuai dengan ketentuan syariah dapat diwujudkan sehingga kepentingan masyarakat muslimin terpenuhi. Kata Kunci: Uang Elektronik, Bank, Penerbit Uang Elektronik, Riba

Sign in / Sign up

Export Citation Format

Share Document