Classification of Cognitive States using Task-Specific Connectivity Features by Siva Ramakrishna Jeevakala, Hariharan Ramasangu

“…The proposed model achieved an average accuracy of 95% on the StarPlus fMRI dataset and showed an improvement of 5% compared to the existing Tensor-SVD classification algorithm. …”
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PNN NGC 246: A Complex Photometric Behaviour That Requires Wet by Pérez J. M. González, Solheim J.-E., Dorokhova T. N., Dorokhov N. I.

“…This complex photometric behaviour may be explained by a more complicated unresolved combination of modulation frequencies, but more likely due to a combination of pulsations of the star plus modulations related to interaction with a close companion, maybe indicating a disc. …”
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An improved computational model for classification of 3D spatio temporal FMRI data by Saharuddin, Shaznoor Shakira

“…This technique has been trained and tested by using StarPlus dataset. Based on the obtained results, the new computational model with proposed method iReliefF has shown better performance by achieving 85% accuracy compared to the existing model which is 80%. …”
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Modeling Gamma-Ray Emission From the High-Mass X-Ray Binary LS 5039 by Stan Owocki, Atsuo Okazaki, Gustavo Romero

“…A few high-mass X-ray binaries–consisting of an OB star plus compact companion– have been observed by Fermi and ground-based Cerenkov telescopes like High Energy Stereoscopic System (HESS) to be sources of very high energy (VHE; up to 30 TeV) γ-rays. …”
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Practitioner-led, peer-group sports intervention combined with a context-focused intervention for children with cerebral palsy: a protocol of a feasibility randomised clinical tria... by Egmar Longo, Deisiane Oliveira Souto, Luana Cristina da Silva, Ricardo Rodrigues de Sousa Junior, Georgina Clutterbuck, Dana Anaby, Rafael Coelho Magalhães, Ana Cristina Resende Camargos, Hércules Ribeiro Leite

“…The aim of this study is to assess the feasibility of a randomised controlled trial comparing a peer-group intervention focused on improving physical literacy (Sports Stars) with the combination of Sports Stars and a context-focused intervention (Pathways and Resources for Engagement and Participation, PREP) for ambulant children with CP in Brazil.Methods In this feasibility trial, 18 ambulant children (aged 6–12 years) with CP will be randomised into two groups (nine per group): (1) Sports Stars and (2) Sports Stars plus PREP. The Sports Stars group will receive 8 weekly group sessions, focusing on developing the physical, social, cognitive and psychological skills required to participate in popular Brazilian sports. …”
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