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Social deprivation substantially changes multi-structural neurotransmitter signature of social interaction: Glutamate concentration in amygdala and VTA as a key factor in social encounter-induced 50-kHz ultrasonic vocalization
(Elsevier, 2020)
Ultrasonic vocalizations are important for coordinating social behavior in rats. Examination of the neurochemical mechanisms that govern social behavior and ultrasonic vocalization emission is crucial for understanding the ...
PCJ Java library as a solution to integrate HPC, Big Data and Artificial Intelligence workloads
(Springer, 2021)
With the development of peta- and exascale size computational systems there is growing interest in running Big Data and Artificial Intelligence (AI) applications on them. Big Data and AI applications are implemented in ...
A pre-registered short-term forecasting study of COVID-19 in Germany and Poland during the second wave
(Springer Nature, 2021)
Disease modelling has had considerable policy impact during the ongoing COVID-19 pandemic, and it is increasingly acknowledged that combining multiple models can improve the reliability of outputs. Here we report insights ...
Distinct characteristics of multisystem inflammatory syndrome in children in Poland
(Springer Nature, 2021)
During the winter months of 2020/2021 a wave of multisystem inflammatory syndrome in children (MIS-C) emerged in Poland. We present the results of a nationwide register aiming to capture and characterise MIS-C with a focus ...
Mathematical modelling of collagen fibres rearrangement during the tendon healing process
(American Institute of Mathematical Sciences, 2021)
Tendon injuries present a clinical challenge to modern medicine as they heal slowly and rarely is there full restoration to healthy tendon structure and mechanical strength. Moreover, the process of healing is not fully ...
Bayesian inference of a non-local proliferation model
(Royal Society Publishing, 2021)
From a systems biology perspective, the majority of cancer models, although interesting and providing a qualitative explanation of some problems, have a major disadvantage in that they usually miss a genuine connection ...
Academic Collaboration via Resource Contributions: An Egocentric Dataset
(Exeley, 2020)
In order to understand scientists’ incentives to form collaborative
relations, we have conducted a study looking into academically
relevant resources, which scientists contribute into collaborations
with others. The ...
Praznik: High performance information-based feature selection
(Elsevier, 2021)
Information filters are an important class of feature selection methods. They bring together strong theoretical background, execution speed and high selection quality. The paper provides a brief review of said methods and ...
Scalable computing in Java with PCJ Library. Improved collective operations
(Sissa Medialab srl, 2021)
Machine learning and Big Data workloads are becoming as important as traditional HPC ones.
AI and Big Data users tend to use new programming languages such as Python, Julia, or Java, while the HPC community is still ...
Sirtuin 1, Visfatin and IL-27 Serum Levels of Type 1 Diabetic Females in Relation to Cardiovascular Parameters and Autoimmune Thyroid Disease
(MDPI, 2021)
The loss of cardioprotection observed in premenopausal, diabetic women may result from the interplay between epigenetic, metabolic, and immunological factors. The aim of this study was to evaluate the concentration of ...