Gabriel de Oliveira Ramos

University of Virginia Health System — United States

Engineering · Physical Sciences

17h-index1.3kcitations108works1.72yr avg
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Research Topics

Transportation and Mobility Innovations(15), Transportation Planning and Optimization(11), Traffic control and management(8), COVID-19 diagnosis using AI(8), Reinforcement Learning in Robotics(7)

Publications108 total

Can Deep Learning Models Predict Compositional Outputs Without Log-Ratio Transformations?
2025
Comparative Outcomes of Alternative Access Site Versus Lithotripsy-Assisted Transfemoral Transcatheter Aortic Valve Replacement: A Single-Center Retrospective Study
Cardiology Research·2025Open Access
AMIPDI: architecture model to identify pests in soybean defoliation images using convolutional neural networks
Revista Brasileira de Computação Aplicada·2025Open Access
An efficient all-pairs approach for multi-objective dynamic shortest path problems
Neural Computing and Applications·2025· 1 cited
Scaling Laws in Zero-Shot Gender Classification Using CLIP
2025
MultSurv: A Multimodal Deep Learning Model for Hospitalized Patients Survival Analysis in the Context of a Pandemic
2025Open Access
Cardiac pathology classification with one-dimensional convolutional neural network
2025Open Access
Autoencoders to detect manifestation shift in medical images
2025Open Access
Analytical propagation of errors and uncertainties in deep neural networks in the domain of physical sciences
Engineering Applications of Artificial Intelligence·2025· 1 citedOpen Access
Enhancing Synthetic Well Logs with PCA-Based GAN Models
2024· 2 cited
TiniScript: A Simplified Language for Educational Robotics
arXiv (Cornell University)·2024Open Access
Detecção de Emoções na Aprendizagem de Programação: Os Efeitos de Usar Estimativas de Conhecimento em Modelos Livres de Sensores que Detectam a Confusão do Aluno
Revista Brasileira de Informática na Educação·2024Open Access
Machine learning techniques in chemostratigraphy: A systematic literature review
Geoenergy Science and Engineering·2024· 4 cited
UnbIAs - Google Translate Gender Bias Mitigation and Addition of Genderless Translation
Revista de Informática Teórica e Aplicada·2024Open Access
CheXReport: A transformer-based architecture to generate chest X-ray reports suggestions
Expert Systems with Applications·2024· 13 cited
Multi-Hospital Management: Combining Vital Signs IoT Data and the Elasticity Technique to Support Healthcare 4.0
IoT·2024· 8 citedOpen Access
Advancing Chatbot Conversations: A Review of Knowledge Update Approaches
Journal of the Brazilian Computer Society·2024· 1 citedOpen Access
Utility-Based Reinforcement Learning: Unifying Single-objective and Multi-objective Reinforcement Learning
arXiv (Cornell University)·2024Open Access
Internet of Things and Machine Learning for Smart Healthcare
Studies in computational intelligence·2024· 2 cited
An encoder–decoder deep neural network for binary segmentation of seismic facies
Computers & Geosciences·2023· 1 cited
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Frequent Co-authors

Cristiano André da Costa(14), Ana L. C. Bazzan(14), Rodrigo da Rosa Righi(12), Roxana Rădulescu(7), Ann Nowé(5), Felipe André Zeiser(5), Sandro José Rigo(5), Jorge Luís Victória Barbosa(5), Juan C. Burguillo(4), Conor F. Hayes(3), Johan Källström(3), Richard Dazeley(3), Fredrik Heintz(3), Patrick Mannion(3), Peter Vamplew(3), Diederik M. Roijers(3), Marcos Leandro Hoffmann Souza(3), Peter Goldsmith(3), Carlos Steiger(3), Eugenio Bargiacchi(2)