Publications

Mitigating Nonproductive Time: A Novel Algorithm for Dsl Fault Detection

We built a data-driven framework for cable fault detection. We validated our approach using 60 random labeled files, achieving 98% for both accuracy and F1-score.

Cainã Max Couto da Silva , Shruthi Shetty, Alejandro Olid-Gonzalez, Gery Wallez, Vincent Chatelet, Abhinav Kohar

Indigenous people from Amazon show genetic signatures of pathogen-driven selection

This study analyzed the genomes of native Amazon populations, finding evidence of genetic adaptation to combat Chagas disease, a prevalent tropical illness in the region.

Cainã Max Couto da Silva , Kelly Nunes, Gabriela Venturini, Marcos A. Castro-e-Silva, Lygia V. Pereira, David Comas, Tábita Hünemeier

Population Histories and Genomic Diversity of South American Natives

Study on 58 native South American populations reveals genetic clusters.

Marcos A. Castro-e-Silva, Tiago Ferraz, Cainã Max Couto da Silva , Renan B. Lemes, Kelly Nunes, David Comas, Tábita Hünemeier

Selection scan reveals three new loci related to high altitude adaptation in Native Andeans

This study analyzed genomic data from Native Americans in the Andean highlands and lowland areas, identifying genes for high-altitude adaptation in Andeans related to the hypoxia response.

Vanessa C. Jacovas, Cainã Max Couto da Silva , Kelly Nunes, Renan B. Lemes, Marcelo Z. de Oliveira, Francisco M. Salzano, Maria Cátira Bortolini, Tábita Hünemeier