The subject matter of the article Prediction of COVID-19 disease and infection rate based on a pre-trained model that supports deep learning. The goal is to build a system to diagnose people as infected or not with covid disease with the percentage of infection and the affected site and to present it with interactive interfaces to facilitate the use of the system for anyone not specialized in the software field. The task is to detect or predict the Coronavirus that affects the airways, lungs, and breathing. It is the cause of many deaths and is still in the process of transformation and development, but with less media exposure. From this standpoint, a medical system was proposed to detect the presence of the Coronavirus in the lung based on a CT scan. The methods: Two global datasets are adopted. However, the weakness was that the datasets did not contain cases. Therefore, these two groups were merged. One Dataset was formed and used in the proposed model, which is based on deep learning and initial processing operations in a new way. Removing noise (buy Fast mean filter) and the second Filter redistributes colors (CLAHE Filter), as it opens dark areas and darkens light areas, then a filter is used to preserve the borders of shapes (Laplace). The penultimate stage is the training stage using (densenet-121) and reviewing the results through (confusion matrices). The proposed system obtained high-accuracy results of up to 97% in real terms and provided the system with interfaces that supported the user's work on it. Conclusions: The most critical step in establishing a medical system is choosing a global dataset to train on. In the proposed system, pruning and formatting the data was an essential step to conduct a robust training process. As the data was pruned and two files were created, including the injured and the other without the infected, the image processing operations carried out through three filters were very efficient due to the abundance of very high-resolution images free of noise. There is also a prediction through which a picture of the proposed system can be given, providing the user with the results of whether he is infected and the percentage of his injuries.
Iraq has seen many changes at the social, economic and political levels. This led to cause many shifts in the structure of its society and imposed great challenges reflected in the behavior and awareness of that society in general and youth in particular.
Those changes made the Iraqi society undergoing the transformation of value and culture aspects formed a political awareness that caused cultural and political diversity within the family and society. A greater openness to the outside world caused by the communication revolution, as the world has witnessed during the past two decades, has helped in making that change. Iraq had its share of media and political openness, which were included after the US occupation in 2003. As a re
... Show MoreA simple, rapid and sensitive method for the analysis of Atenolol in pure and pharmaceutical preparation as an alternative analytical procedure were developed by continuous flow injection analysis via turbidimetric (T180o) and scattered light effect at two opposite position (2N90o). The method is based upon the formation of white precipitate for the ion pair compound by phosphomolybidic acid with Atenolol in aqueous medium. The precipitate is measured via the attenuation of incident light and scattering of the incident light in two opposite direction namely +90o and -90o angle were measured. Chemical and physical parameters were investigated. The linearity of Atenolol is ranged from (0.1-11) mmol.L-1, with correlation coefficient r=0.993
... Show MoreThe Corona pandemic is a virus that affects both humans and animals that was discovered in China in (2019) and then spread to the rest of the world in late (2019) And as an attempt to control it, several restrictions were imposed, and these restrictions would paralyze the global economy, including the Iraqi economy, as it resulted in a state of financial and tax stagnation in particular, as Corona affected the volume of tax revenue, causing a severe and noticeable decrease in the volume of revenue in the year (2021). No measures were taken that would restore the balance to the level of tax revenue. No new exemptions were reported, and no new tax bases were taken .
The current research deals with the dialectical relationship resulting from the conflict in the violent combination and construction of the living ( the actor)and the dead (the item) in the structure of the Sinography construction and the emergence of the theatrical play space , which can be summed up by the following question: what is the nature of the dialectical relationship between the living (the actor) and the dead( the item) in the Sinography creation, which limited the research in a central objective : to identify the controversy of the living (actor) and the dead (item) in the performance unit of the theatrical scene . The research, in its objective limits set forth in its methodological framework, analyzes this controversy in o
... Show MoreIn a world of fierce competition companies of different activities strive to strengthen their competitiveness in order to be able to deliver greater value to their customers and gain a distinct sites in competition with other companies in the market at the local and international levels. Every company seeks to focus on one or more of the competitive capabilities in order to turn it into an obvious advantage or a number of competitive advantages to contribute in improving the performance and superiority over its competitors. Therefore, the management of companies no longer need only useful information for the internal aspects of the environment, but also need to include the external environment that includes various and constantly changin
... Show Moreاصدرت المحكمة الاتحادية العليا قرارها بالعدد (9/اتحادية/2023) في 14/11/2023 والمتضمن الحكم بانهاء عضوية النائب ( ل.م.ح.د) وعضوية رئيس مجلس النواب (م.ر.ح) اعتباراً من تاريخ صدور الحكم في 14/11/2023 في قضية تتخلص وقائعها قيام النائب ( ل.م.ح.د) باقامة دعوى ضد رئيس مجلس النواب (اضافة لوظيفته ) حول قيام الاخير باستخدام طلب للاستقالة قدم من قبله بتاريخ 7/5/2022 اثناء الدورة النيابية الرابعه تحت الضغط والاكراه لاسباب سياسية ، ولم يتخذ رئ
... Show Moreבמחקר הזה ניתחנו מספר נאומים של שמעון פרס, אנחנו התמקדנו בהשפעה והשכנוע אצל שמעון פרס ואיך הוא יכול להעביר את המסרים של נאומיו בסגנון פרגמטי כדי להגיע ללבו של הציבור.
גם כן, התמקדנו בסגנון הפוליטי שהוא חושב כי התחום הזה צריך להיות ברור מול הציבור וגם כן מול דעת הקהל הבינלאומי מתוך השימוש במונחים בעלי השפעה ושכנוע להגיע למטרות המבוקשות.
במלים אחרות, שמעון פרס, לעתים, מתמקד בשפה מליצית ויעמוד הרב
... Show MoreIn vivo study was made for the coumpounds 3-(ocetyl Salicyloyl)-5,6-O-isoprpy lideneL-ascorbicocid,2,3-(acetyl Salicyloyl )-5,6-o- isopropylidene-L-ascorbic acid and 2,3,5,6(acetyl Salicyloyl )-L- ascorbic acid .And a measurement was mod for the concentration of the liberated aspirin in blood samples a fter (2,3,4,6,8,10) hours of the initial dose for the animal .The results showed that the highest concentration of aspirin was after four hours of giving the dose to the animal which is in accordance with pharmacokinetics studies
This study aims to impact statement played by banking governance according to the decisions of the Basel Committee in achieving the strategic objectives of the banks, But order to achieve the this goal has been the adoption of two hypotheses in addition to the two main hypotheses as sub answered preliminary The study seeks to verify their health and two (no correlation relationship and impact between Banking governance and achieve strategic objectives), has been tested hypotheses. Study has reached
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The study aimed to prepare a practical guide for procedures for auditing the strategies of municipal institutions in achieving sustainable development by adopting the idea of the audit matrix through which a classified report is prepared according to the dimensions of sustainable development, by preparing a specialized audit program for the purpose of auditing strategies for achieving sustainable development and emptying the results of the application of each of the paragraphs The program in the audit matrix that was prepared for the purpose of determining the impact of each observation and linkin
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