CoVEffect: interactive system for mining the effects of SARS-CoV-2 mutations and variants based on deep learning

G Serna García, R Al Khalaf, F Invernici, S Ceri… - …, 2023 - academic.oup.com
Abstract Background Literature about SARS-CoV-2 widely discusses the effects of variations
that have spread in the past 3 years. Such information is dispersed in the texts of several …

GeMI: interactive interface for transformer-based Genomic Metadata Integration

G Serna Garcia, M Leone, A Bernasconi… - Database, 2022 - academic.oup.com
Abstract The Gene Expression Omnibus (GEO) is a public archive containing> 4 million
digital samples from functional genomics experiments collected over almost two decades …

Challenges to sharing sample metadata in computational genomics

NC Sheffield, NJ LeRoy, O Khoroshevskyi - Frontiers in Genetics, 2023 - frontiersin.org
The genomic data deluge has led to challenges with sharing and integrating genomic data.
While substantial effort has been devoted to making genomics data easier to share, one …

Annotating publicly-available samples and studies using interpretable modeling of unstructured metadata

H Yuan, P Hicks, M Ahmadian… - Briefings in …, 2025 - academic.oup.com
Reusing massive collections of publicly available biomedical data can significantly impact
knowledge discovery. However, these public samples and studies are typically described …

Processing genome-wide association studies within a repository of heterogeneous genomic datasets

A Bernasconi, A Canakoglu, F Comolli - BMC genomic data, 2023 - Springer
Abstract Background Genome Wide Association Studies (GWAS) are based on the
observation of genome-wide sets of genetic variants–typically single-nucleotide …

BEDMS: A metadata standardizer for genomic region attributes

S Tambe, O Khoroshevskyi, SH Park, NJ LeRoy… - bioRxiv, 2024 - biorxiv.org
High-throughput sequencing technologies have generated vast omics data annotating
genomic regions. A challenge arises in integrating this data because the associated …

Interrelating N-gram based protein sequences using LSTMs with parallel capsule routing

S Sridhar, S Sanagavarapu - 2022 IEEE 12th Annual …, 2022 - ieeexplore.ieee.org
Genome data is high-dimensional, complex data that demands effective data management
policies for high-performance results to develop efficient solutions. The protein perspective …

Model, Integrate, Search... Repeat

A Bernasconi - LECTURE NOTES IN BUSINESS INFORMATION …, 2023 - Springer
This book is a revised version of the Ph. D. dissertation written and successfully defended by
the author to receive her Ph. D. from the School of Information Technology, Politecnico di …

Conceptual models and databases for searching the genome

A Bernasconi, P Pinoli - … of the 25th International Conference on …, 2022 - re.public.polimi.it
Genomics is an extremely complex domain, in terms of concepts, their relations, and their
representations in data. This tutorial introduces the use of ER models in the context of …

Scenarios for the Integration of Microarray Gene Expression Profiles in COVID-19–Related Studies

A Bernasconi, S Cascianelli - Microarray Data Analysis, 2022 - Springer
The COVID-19 pandemic has hit heavily many aspects of our lives. At this time, genomic
research is concerned with exploiting available datasets and knowledge to fuel discovery on …