Guilherme P. Telles

Universidade Estadual de Campinas (UNICAMP) — Brazil

Computer Science · Physical Sciences

18h-index3.8kcitations92works2.52yr avg
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Research Topics

Algorithms and Data Compression(34), Genomics and Phylogenetic Studies(30), Natural Language Processing Techniques(11), DNA and Biological Computing(8), Cell Image Analysis Techniques(8)

Publications92 total

Grammar Compression with Support to Fast Substring Extraction
IEEE Access·2026Open Access
Labeled dataset of X-ray protein ligand images in 3D point cloud and validated deep learning models
Scientific Data·2025Open Access
Single-cell proteomics workflow for characterizing heterogeneous cell populations in saliva and tear fluid
2025· 1 citedOpen Access
Space-Efficient Lyndon Array Construction from Compressed Texts
Procedia Computer Science·2025Open Access
Comparative genomics with succinct colored de Bruijn graphs
Acta Informatica·2024
Comparative genomics with succinct colored de Bruijn graphs
arXiv (Cornell University)·2024Open Access
Mapping Conformational Changes in the Saliva Proteome Potentially Associated with Oral Cancer Aggressiveness
Journal of Proteome Research·2024· 3 citedOpen Access
NP<sup>3</sup> MS Workflow: An Open-Source Software System to Empower Natural Product-Based Drug Discovery Using Untargeted Metabolomics
Analytical Chemistry·2024· 16 citedOpen Access
NP<sup>3</sup>: an integrated platform for natural product-based drug discovery centred on X-ray protein crystallography
Acta Crystallographica Section A Foundations and Advances·2023Open Access
Conformational changes in saliva proteome guides discovery of cancer aggressiveness related markers
2023· 2 citedOpen Access
Lig-PCDB: Labeled Databases of X-ray Ligands Images in 3D Point Clouds and Validated Deep Learning Models
Zenodo (CERN European Organization for Nuclear Research)·2023Open Access
Automatic Liver Tumor Segmentation from Computed Tomography Images Based on 2D and 3D Deep Neural Networks
River Publishers eBooks·2023
Typic: A Practical and Robust Tool to Rank Proteotypic Peptides for Targeted Proteomics
Journal of Proteome Research·2022· 12 cited
Genome Comparison on Succinct Colored de Bruijn Graphs
Lecture notes in computer science·2022· 2 cited
Meta-omics analysis indicates the saliva microbiome and its proteins associated with the prognosis of oral cancer patients
Biochimica et Biophysica Acta (BBA) - Proteins and Proteomics·2021· 48 cited
Chemical Elicitors Induce Rare Bioactive Secondary Metabolites in Deep-Sea Bacteria under Laboratory Conditions
Metabolites·2021· 19 citedOpen Access
Graphs from Features: Tree-Based Graph Layout for Feature Analysis
Algorithms·2020· 4 citedOpen Access
Salivary alpha-1-antitrypsin and macrophage migration inhibitory factor may be potential prognostic biomarkers for oncologic treatment–induced severe oral mucositis
Supportive Care in Cancer·2020· 10 cited
gsufsort: constructing suffix arrays, LCP arrays and BWTs for string collections
Algorithms for Molecular Biology·2020· 18 citedOpen Access
Practical regular expression constrained sequence alignment
Theoretical Computer Science·2020
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Frequent Co-authors

Felipe A. Louza(16), Rosane Minghim(11), Simon Gog(10), Adriana Franco Paes Leme(8), Nalvo F. Almeida(8), Daniela C. Granato(7), Alan Roger Santos‐Silva(7), Maria Emília M. T. Walter(7), Carolina Moretto Carnielli(6), Ana Carolina Prado Ribeiro(6), Thaís Bianca Brandão(6), Henry Heberle(5), Gabriela Vaz Meirelles(5), Romênia R. Domingues(5), Bianca Alves Pauletti(5), Sami Yokoo(5), Márcio Ajudarte Lopes(5), Ariane F. Busso‐Lopes(4), João Carlos Setúbal(4), Fábio Malta de Sá Patroni(4)