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Translating Bioinformatics Back To Healthcare: Facilitating the use of Artificial Intelligence at UW Medicine
(Belgrade : Institute of molecular genetics and genetic engineering, 2023)
It is an opportune time to be engaged in the research and application of informatics
in biomedicine. The increased use of electronic and personal health records and
personal mobile devices is creating many opportunities ...
Exploiting the linear organisation of omics network embedding spaces
(Belgrade : Institute of molecular genetics and genetic engineering, 2023)
We are increasingly accumulating large-scale biological omics data that describe different
aspects of cellular functioning. These datasets are typically modelled and analyzed as
networks. To ease the downstream analyses, ...
Bioinformatics education course on gene networks reconstruction using online tools
(Belgrade : Institute of molecular genetics and genetic engineering, 2023)
Bioinformatics education requires the use of online computer tools for modeling protein-protein
interactions, visual presentation of the networks, access to open databases. The usage of online
bioinformatics tools makes ...
Computational bioengineering for heart disease
(Belgrade : Institute of molecular genetics and genetic engineering, 2023)
In silico clinical trials are a new paradigm for development of a new drug and medical device.
SILICOFCM project is multiscale modeling of familial cardiomyopathy which considers
a comprehensive list of patient specific ...
Different approaches in microRNA analysis
(Belgrade : Institute of molecular genetics and genetic engineering, 2023)
MicroRNA might serve as a predictive biomarker for treatment response in stem cell
treatment in knee osteoarthritis. Different sample types are going to be collected to
enlighten the true biological role. MicroRNA analysis ...
Integrated relational database of human protein-protein interactions
(Belgrade : Institute of molecular genetics and genetic engineering, 2023)
Protein-protein interactions’ data are stored in various publicly available databases of
different types and formats. In this work, a new database for protein-protein interactions
is created by integrating data from ...
Beyond the Global Health Security Index: A Machine Learning Approach to Analyzing the Official COVID-19 Deaths and Excess Deaths Data
(Belgrade : Institute of molecular genetics and genetic engineering, 2023)
The Global Health Security Index (GHSI) is designed to assess the preparedness of
countries to deal with infectious disease outbreaks. However, the COVID-19 pandemic
has revealed a paradoxical relationship between the ...
Inverting convolutional neural networks for super-resolution identification of regime changes in epidemiological time series
(Belgrade : Institute of molecular genetics and genetic engineering, 2023)
Inferring the timing and amplitude of perturbations in epidemiological systems from
their stochastically spread low-resolution outcomes is as relevant as challenging. It
is a requirement for current approaches to overcome ...
From protein-protein to isoform-isoform interactions: the toolkit to map alternative splicing to interactome
(Belgrade : Institute of molecular genetics and genetic engineering, 2023)
Alternative splicing (AS) can impact protein structure and lead to protein-protein
interaction (PPI) rewiring. Available PPI networks neglect alternative splicing isoforms: as
interactions might happen only between a ...
Privacy-preserving Systems Medicine
(Belgrade : Institute of molecular genetics and genetic engineering, 2023)
Artificial intelligence (AI) offers game-changing opportunities to healthcare. However, it
also harbors risks to patient privacy in particular when dealing with sensitive clinical data
stored in critical healthcare IT ...