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Detecting Change Signs with Differential MDL Change Statistics for COVID-19 Pandemic Analysis [article]

Kenji Yamanishi, Linchuan Xu, Ryo Yuki, Shintaro Fukushima, Chuan-hao Lin
2021 arXiv   pre-print
We are concerned with the issue of detecting changes and their signs from a data stream.  ...  We first give a fundamental theory for D-MDL. We then demonstrate its effectiveness using synthetic datasets. We apply it to detecting early warning signals of the COVID-19 epidemic.  ...  We have applied D-MDL to the COVID-19 pandemic analysis.  ... 
arXiv:2007.15179v2 fatcat:wqnizowxzrhbbogydpxzddl3s4

Improving gene-network inference with graph-wavelets and making insights about ageing associated regulatory changes in lungs [article]

Shreya Mishra, Vibhor Kumar
2020 bioRxiv   pre-print
Consistency of predicted gene-network enabled reliable estimates of changes in the influence of genes not highlighted by differential-expression analysis.  ...  Applying GWNet on the single-cell transcriptome profile of lung cells, revealed biologically-relevant changes in the influence of pathways and master-regulators due to ageing.  ...  Her interest include data sciences and Genomics.  ... 
doi:10.1101/2020.07.24.219196 fatcat:rww7gelmojd5zihj3p4ciyleby

Proceedings of the International Scientific Conference "Development through Research and Innovation - 2021" [article]

Belostecinic, Grigore (red.)
2021 Zenodo  
This Volume comprises the proceedings of the International Scientific Conference "Development through Research and Innovation - 2021", IInt Edition, August 27, 2021, which was held in the Academy of Economic  ...  Studies of Moldova (ASEM), Chisinau, Republic of Moldova Proceedings of the International Scientific Conference "Development through Research and Innovation - 2021", IInd Edition, August 27, 2021, Chisinau  ...  Implementing Automated Software Testing: How to Save Time and Lower Costs While Raising Quality Dustin, E., Rashka, J., & McDiarmid, D. (2001).Quality Web Systems: Performance, Security, and Usability  ... 
doi:10.5281/zenodo.5732858 fatcat:kmbxx5rrcbdvjght4ojpp7yb4u

Estimating the global spread of COVID-19 [article]

Hazhir Rahmandad, Tse Yang Lim, John Sterman
2020 medRxiv   pre-print
Limited and inconsistent testing and differences in age distribution, health care resources, social distancing, and policies have caused large variations in the extent and dynamics of the COVID-19 pandemic  ...  to estimate how asymptomatic transmission, disease acuity, hospitalization, and behavioral and policy responses to risk condition prevalence and IFR across nations and over time.  ...  Introduction Effective responses to the COVID-19 pandemic require an understanding of its global magnitude and the drivers of variations in outbreaks across nations.  ... 
doi:10.1101/2020.06.24.20139451 fatcat:n2og6vdelrhsze2f6bsc4pvpga

Recent advances in cultivation-independent molecular-based techniques for the characterization of vaginal eubiosis and dysbiosis

Ronald F Lamont, Ellen HA van den Munckhof, Birgitte Møller Luef, Christina Anne Vinter, Jan Stener Jørgensen
2020 Faculty Reviews  
we have compared their performance with respect to sensitivities and specificities.  ...  incorporated into future molecular diagnostic tests to better differentiate between vaginal eubiosis and dysbiosis.  ...  Acknowledgements The authors would like to thank Ann Lightfoot, Molly Broache, and Devin Gary of Becton, Dickinson and Company and Kimberly Petro of Hologic for their assistance and support with the provision  ... 
doi:10.12703/r/9-21 pmid:33659953 pmcid:PMC7886079 fatcat:hyc6an4hdvbr5kmrq2pk3yatbi

A SWATH-MS analysis of Myalgic Encephalomyelitis/Chronic Fatigue Syndrome peripheral blood mononuclear cell proteomes reveals mitochondrial dysfunction

Eiren Sweetman, Torsten Kleffmann, Christina Edgar, Michel de Lange, Rosamund Vallings, Warren Tate
2020 Journal of Translational Medicine  
Results A total of 60 proteins in the ME/CFS patients were differentially expressed (P < 0.01, Log10 (Fold Change) > 0.2 and < −0.2).  ...  Comparison of the PCA selected subgroup of ME/CFS patients (9/11) with controls increased the number of proteins differentially expressed to 99.  ...  We would like to acknowledge Angus Mackay for his contribution to the initial set up of our ME/CFS studies.  ... 
doi:10.1186/s12967-020-02533-3 pmid:32972442 fatcat:2megnpdpuveblhs3mmjkbf5ddm

Social physics [article]

Marko Jusup, Petter Holme, Kiyoshi Kanazawa, Misako Takayasu, Ivan Romic, Zhen Wang, Suncana Gecek, Tomislav Lipic, Boris Podobnik, Lin Wang, Wei Luo, Tin Klanjscek (+3 others)
2021 arXiv   pre-print
Physicists tackling societal problems are no longer a curiosity, but rather a force to be reckoned with, yet for reckoning to be truly productive, it is necessary to build dialog and mutual understanding  ...  Here, we dub the physics-inspired and physics-like work on societal problems "social physics", and pay our respect to intellectual mavericks who nurtured the field to its maturity.  ...  Acknowledgements We are thankful to Sheikh Taslim  ... 
arXiv:2110.01866v1 fatcat:ccfxyezl6zgddd6uvrxubmaxua

UEG Week 2020 Oral Presentations

2020 United European Gastroenterology journal  
The decrease in bacterial richness as well as changes in the abundance of several bacterial species have been described in patients with IBD, however, the functional and clinical implications of these  ...  Results: We found that the levels of 597 fecal metabolites were altered in patients with Crohn's disease (CD) and 209 in patients with ulcerative colitis (UC) as compared to the population controls (adjusted  ...  Conclusion: The impact of COVID-19 on all aspects of practice is high, with PPE availability, application, and COVID-19 testing being key issues.  ... 
doi:10.1177/2050640620927344 pmid:33043828 fatcat:m5vmaqy3cfflplneadhkhihjla

Complete Journal

Paola Martínez
2021 Journal of Applied Cognitive Neuroscience  
Mexico and Chile during the social distance and confinement in the CoVId-19 pandemic.  ...  Resilience, from the point of view of neuroscience, takes on a new meaning due to the lockdown experienced under the COVID-19 pandemic.  ...  Even though this is a rare entity, it is important to consider it as a differential diagnosis in cases of young men with midbrain or diencephalic lesions, since its early diagnosis and treatment could  ... 
doi:10.17981/jacn.1.1.2020.03 fatcat:dvsgrtnk3jhchcpn73zczjl44y

Finding a Balance in the Vaginal Microbiome: How Do We Treat and Prevent the Occurrence of Bacterial Vaginosis?

Rebecca Jane Joseph, Hooi-Leng Ser, Yi-He Kuai, Loh Teng-Hern Tan, Valliammai Jayanthi Thirunavuk Arasoo, Vengadesh Letchumanan, Lijing Wang, Priyia Pusparajah, Bey-Hing Goh, Nurul-Syakima Ab Mutalib, Kok-Gan Chan, Learn-Han Lee
2021 Antibiotics  
It is a common cause of abnormal vaginal discharge and is associated with other health issues.  ...  Since the first description of anaerobic microbes associated with BV like Gardnerella vaginalis in the 1950s, researchers have stepped up the game by incorporating advanced molecular tools to monitor and  ...  Anyway, the fight against the COVID-19 pandemic is still ongoing.  ... 
doi:10.3390/antibiotics10060719 fatcat:q2y5kcu7w5cvhphwcuxgcf7q6u

Predicting Depression and Suicide Ideation in the Canadian Population Using Social Media Data [article]

Ruba Skaik, University, My
In this research, we explore the task of automatically analysing social media textual data using Natural Language Processing (NLP) and Machine Learning (ML) techniques to detect signs of mental health  ...  Considering the lack of comprehensive annotated data in this field, we propose a methodology for transfer learning to utilize the information hidden in a training sample and leverage it on a different  ...  Population Perspective Depression in Canada has risen to national attention, especially with the spike increase of depressed people due to COVID-19 pandemic.  ... 
doi:10.20381/ruor-26568 fatcat:kmzvx36a5zgdrlyekjktkm3t4i

Clinical Decision Support Systems with Game-based Environments, Monitoring Symptoms of Parkinson's Disease with Exergames

Augusto Garcia-Agundez Garcia
Like many other chronic diseases, it requires constant monitoring to perform medication and therapeutic adjustments.  ...  These systems employ sensors and classification techniques to provide caregivers with objective information for their decision-making.  ...  After we finally obtained approval in March 2020, it was again delayed due to the COVID-19 pandemic.  ... 
doi:10.25534/tuprints-00014137 fatcat:gyegmcjqgfhm7eyupk4odpta54

Building a Competitive Associative Classification Model

Nitakshi Sood
Although they have emerged as competitive classification systems, however, they suffer limitations such as without prior knowledge it would be cumbersome to state the proper support and confidence threshold  ...  values which vary with the dataset.  ...  problems related to COVID-19 pandemic.  ... 
doi:10.7939/r3-wbe7-g094 fatcat:lerpbdfagbetbgetyhzevl5z4y

Holistic Approach for Authoring Immersive and Smart Environments for the Integration in Engineering Education

Polina Häfner
A good example is the COVID-19 pandemic 2020, which made the face-to-face communication at the beginning of the course impossible.  ...  At this point, it is crucial to differentiate between 60 an immersive environment and multimedia applications. Interaction is considered a key factor in immersive applications.  ...  and so far time and/or resource consuming For a good understanding, it is necessary to repeat timeconsuming or resourceintensive tasks more often.  ... 
doi:10.5445/ir/1000130947 fatcat:sguxzarlxbewbjtuflh7yhwwei


To reach the goal of the project, a multi-level approach based on the application of assays at sub-individual (i.e., biochemical biomarkers), tissue (i.e., histological analysis), individual (i.e., mortality  ...  As in environment these contaminants could interact with a wide range of organisms, resulting in species-specific differential effects at different levels of biological organization, their effects have  ...  All authors edited and contributed to the manuscript.  ... 
doi:10.13130/de-felice-beatrice_phd2021-03-02 fatcat:vbm4sebfavffxamfc5ljnopxwu
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