Machine Learning Models for Six-Month Mortality Prediction After Ischemic Stroke: insights from the International Stroke Trial

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Authors: Samuel Pedro Pereira Silveira, Gustavo del Rio Lima, Gustavo Branquinho Alberto, Luíza Carolina Moreira Marcolino, Larissa Batista Xavier, Carlos Gabriel Bezerra Pereira, Murillo Martins Correia, Roberto Alexandre Dezena
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Abstract

Welcome to BRAZILIAN JOURNAL OF NEUROSURGERY (JBNC), the official journal of the Brazilian Academy of Neurosurgery, is the oldest Neurosurgery journal in our country. It started in 1973 with the name of “Seara Médica Neurocirúrgica” and, since the beginning, it has been an extremely important information organ for Brazilian neurosurgeons. Brazil is the country with the third largest number of neurosurgeons in the world. Despite this large number of colleagues working in the specialty, we still do not have any journal indexed in PubMedTM, which is considered the most important database for medical journals in the world. Bem-vindo ao Jornal Brasileiro de Neurocirurgia - JBNC. Welcome to Brazilian Journal of Neurosurgery. O JORNAL BRASILEIRO DE NEUROCIRURGIA (JBNC), órgão oficial da Academia Brasileira de Neurocirurgia, é a revista de neurocirurgia mais antiga do nosso país. Iniciou no ano de 1973 com o nome de “Seara Médica Neurocirúrgica” e desde o início tem sido um órgão de informação de extrema importância para os neurocirurgiões brasileiros.

Fields of Study & Subjects

Acute Ischemic Stroke Management Artificial Intelligence in Healthcare Machine Learning in Healthcare

Publication details

Journal / source
JBNC - JORNAL BRASILEIRO DE NEUROCIRURGIA
Volume
37
Issue
1
Pages
20–34
Publication date
1 January 2026