Rules extraction from neural networks applied to the prediction and recognition of prokaryotic promoters

por de Avila e Silva, Scheila, Gerhardt, Günther J.L., Echeverrigaray, Sergio
Publicado 2011

Bacillus subtilis promoter sequences data set for promoter prediction in Gram-positive bacteria

por Coelho, Rafael Vieira, de Avila e Silva, Scheila, Echeverrigaray, Sergio, Delamare, Ana Paula Longaray
Publicado 2018

Characterization of promoters in archaeal genomes based on DNA structural parameters

por Martinez, Gustavo Sganzerla, Sarkar, Sharmilee, Kumar, Aditya, Pérez‐Rueda, Ernesto, de Avila e Silva, Scheila
Publicado 2021

Machine learning and statistics shape a novel path in archaeal promoter annotation

por Martinez, Gustavo Sganzerla, Pérez-Rueda, Ernesto, Sarkar, Sharmilee, Kumar, Aditya, de Ávila e Silva, Scheila
Publicado 2022

Explainable artificial intelligence as a reliable annotator of archaeal promoter regions

por Sganzerla Martinez, Gustavo, Perez-Rueda, Ernesto, Kumar, Aditya, Sarkar, Sharmilee, de Avila e Silva, Scheila
Publicado 2023

An artificial neural network classification method employing longitudinally monitored immune biomarkers to predict the clinical outcome of critically ill COVID-19 patients

por Martinez, Gustavo, Garduno, Alexis, Mahmud-Al-Rafat, Abdullah, Ostadgavahi, Ali Toloue, Avery, Ann, de Avila e Silva, Scheila, Cusack, Rachael, Cameron, Cheryl, Cameron, Mark, Martin-Loeches, Ignacio, Kelvin, David
Publicado 2022

Gene Regulatory Networks of Penicillium echinulatum 2HH and Penicillium oxalicum 114-2 Inferred by a Computational Biology Approach

por Lenz, Alexandre Rafael, Galán-Vásquez, Edgardo, Balbinot, Eduardo, de Abreu, Fernanda Pessi, Souza de Oliveira, Nikael, da Rosa, Letícia Osório, de Avila e Silva, Scheila, Camassola, Marli, Dillon, Aldo José Pinheiro, Perez-Rueda, Ernesto
Publicado 2020