Antônio H. Ribeiro
Scholar

Antônio H. Ribeiro

Google Scholar ID: 5t_sZdMAAAAJ
Assistant Professor, Uppsala University
Machine learningSignal processingBiomedical InformaticsSystem identificationAI for Medicine
Citations & Impact
All-time
Citations
44,471
 
H-index
20
 
i10-index
32
 
Publications
20
 
Co-authors
149
list available
Resume (English only)
Academic Achievements
  • Elected member of ELLIS (European Laboratory for Learning and Intelligent Systems) in 2025
  • Paper accepted at ICML 2025: 'Human-Aligned Image Models Improve Visual Decoding from the Brain'
  • Publication in npj Digital Medicine (2025) on longitudinal AI-ECG evaluation
  • AI-ECG cardiovascular risk estimator published in The Lancet Digital Health (2024)
  • NeurIPS 2024 Spotlight paper on alignment between pre-trained transformers and human olfactory perception
  • ICML 2024 paper on high-dimensional analysis of PCA + Linear Regression (PCR)
  • Two AI-ECG papers in npj Digital Medicine and Scientific Reports (2024) on electrolyte and cardiometabolic disease prediction
  • Survey on deep learning for system identification published in Automatica (2024)
  • Editorial in European Heart Journal (2024) discussing challenges and promises of AI-ECG
  • NeurIPS 2023 Spotlight paper
  • Publications in Circulation and European Heart Journal Digital Health (2023)
  • Atrial fibrillation risk prediction from 12-lead ECG using deep neural networks in Journal of Electrocardiology (2023)
  • Two AI-augmented ECG studies (2023): screening for Chagas disease and AI-ECG-derived age as a biomarker