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Новости за 07.05.2020

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Counties With High Proportion of Black People Made Up More Than Half of All Coronavirus Cases and Deaths, Study Finds

TheRoot.com 
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Over the last two months, the disproportionate impact the coronavirus has had on African American communities has been well-documented. But across the country, in large part because of inconsistencies in how health data is collected state to state and at the federal level, we still don’t have a complete view of how…

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Multifaceted analysis of training and testing convolutional neural networks for protein secondary structure prediction

Plos.org 
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by Maxim Shapovalov, Roland L. Dunbrack Jr., Slobodan Vucetic

Protein secondary structure prediction remains a vital topic with broad applications. Due to lack of a widely accepted standard in secondary structure predictor evaluation, a fair comparison of predictors is challenging. A detailed examination of factors that contribute to higher accuracy is also lacking. In this paper, we present: (1) new test sets, Test2018, Test2019, and Test2018-2019, consisting of proteins from structures... Читать дальше...



Automatic segmentation of multiple cardiovascular structures from cardiac computed tomography angiography images using deep learning

Plos.org 
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by Lohendran Baskaran, Subhi J. Al’Aref, Gabriel Maliakal, Benjamin C. Lee, Zhuoran Xu, Jeong W. Choi, Sang-Eun Lee, Ji Min Sung, Fay Y. Lin, Simon Dunham, Bobak Mosadegh, Yong-Jin Kim, Ilan Gottlieb, Byoung Kwon Lee, Eun Ju Chun, Filippo Cademartiri, Erica Maffei, Hugo Marques, Sanghoon Shin, Jung Hyun Choi, Kavitha Chinnaiyan, Martin Hadamitzky, Edoardo Conte, Daniele Andreini, Gianluca Pontone, Matthew J. Budoff, Jonathon A. Leipsic, Gilbert L. Raff, Renu Virmani, Habib Samady, Peter H. Stone, Daniel S. Читать дальше...

The development of narrative skills in Turkish-speaking children: A complexity approach

Plos.org 
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by Hale Ögel Balaban, Annette Hohenberger

The present study examines the development of plot, evaluative and syntactic complexity in children’s narratives and its relationship with gender, ToM, executive function and linguistic recursive ability. One hundred and five Turkish-speaking children distributed across 4 age groups (four-, five-, seven-eight-, and ten-eleven-year-olds) and 15 adults participated in (a) Elicitation of Narratives Task, (b) Emotional Stroop Task, (c) First- or Second-Order ToM Task (depending on their age)... Читать дальше...

Physics-informed neural networks for solving nonlinear diffusivity and Biot’s equations

Plos.org 
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by Teeratorn Kadeethum, Thomas M. Jørgensen, Hamidreza M. Nick

This paper presents the potential of applying physics-informed neural networks for solving nonlinear multiphysics problems, which are essential to many fields such as biomedical engineering, earthquake prediction, and underground energy harvesting. Specifically, we investigate how to extend the methodology of physics-informed neural networks to solve both the forward and inverse problems in relation to the nonlinear diffusivity and Biot’s equations. Читать дальше...

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