Center for Innovation in Artificial Intelligence for Health (CIIA-Saúde) - IC (Diagnosis)

• Grant number: 23/16539-8
• Support Opportunities: Scholarships in Brazil - Scientific Initiation
• Start date: December 01, 2023
• End date: November 30, 2024
• Field of knowledge: Physical Sciences and Mathematics - Computer Science - Computing Methodologies and Techniques
• Agreement: MCTI/MC
• Principal Investigator: Marcos André Gonçalves
• Grantee: Guilherme Fonseca do Nascimento
• Host Institution: Instituto de Ciências Exatas (ICEx). Universidade Federal de Minas Gerais (UFMG). Ministério da Educação (Brasil). Belo Horizonte , SP, Brazil
• Company: Universidade Federal de Minas Gerais (UFMG). Instituto de Ciências Exatas (ICEx)
• Associated research grant: 20/09866-4 - Artificial Intelligence Innovation Center for Health (CIIA-Health), AP.PCPE

Abstract

This project aims to develop new AI tools, capable of assisting healthcare professionals in diagnosis and prognosis, with an initial focus on COVID-19, but with expansion to new outcomes, such as the need for intensive therapy, mechanical ventilation and dialysis; cardiovascular complications; post-COVID symptoms; and models for predicting costs in treating patients based on the profile of resource consumption in their care routes (trajectories).