Gustavo Carneiro

Medicine · Health Sciences

57h-index16.1kcitations475works2.92yr avg
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Research Topics

Radiomics and Machine Learning in Medical Imaging(82), AI in cancer detection(74), Domain Adaptation and Few-Shot Learning(59), COVID-19 diagnosis using AI(56), Advanced Neural Network Applications(53)

Publications472 total

L2CU: Learning to Complement Unseen Users
arXiv (Cornell University)·2026Open Access
Time-domain diffuse optical tomography with pattern illumination and detection: modeling and simulation
2025
PASS: Peer-agreement based sample selection for training with instance dependent noisy labels
Image and Vision Computing·2025Open Access
EndoCompass Project: Artificial Intelligence in Endocrinology
Hormone Research in Paediatrics·2025Open Access
Learning To Defer To A Population With Limited Demonstrations
arXiv (Cornell University)·2025Open Access
Ethical Challenges in Advanced Dementia: Role of Enteral Feeding Devices
Cureus·2025Open Access
PRIMEIRO MAPA GENÔMICO COMPLETO DE LINFOMAS DE CÉLULAS T NO BRASIL: ASSINATURAS MUTACIONAIS EXCLUSIVAS E NOVOS ALVOS TERAPÊUTICOS
Hematology Transfusion and Cell Therapy·2025Open Access
EndoCompass project: artificial intelligence in endocrinology
European Journal of Endocrinology·2025Open Access
Reconstructing the Tissue Absorption Coefficient in Photoacoustic Tomography with Large Scale Simulations: Numerical Experiments with Digimouse
2025
AI-powered prediction of nanoparticle pharmacokinetics: A multi-view learning approach
Materials Today Communications·2025· 8 cited
Bimodal defect segmentation with Geometric Prior-supported Anti-imbalance Learning for pavement defect evaluation and repair
Automation in Construction·2025· 2 cited
Learning to complement with multiple humans
Pattern Recognition·2025
TransPrune: Token Transition Pruning for Efficient Large Vision-Language Model
arXiv (Cornell University)·2025Open Access
Risk Estimation of Knee Osteoarthritis Progression via Predictive Multi-task Modelling from Efficient Diffusion Model using X-ray Images
arXiv (Cornell University)·2025Open Access
CLOC: Contrastive Learning for Ordinal Classification with Multi-Margin N-pair Loss
2025· 3 cited
AuralSAM2: Enabling SAM2 Hear Through Pyramid Audio-Visual Feature Prompting
arXiv (Cornell University)·2025Open Access
Unpaired multi-modal training and single-modal testing for detecting signs of endometriosis
Computerized Medical Imaging and Graphics·2025· 2 cited
MANEJO CLÍNICO DA ASMA EM ADULTOS: TERAPIAS INOVADORAS E ABORDAGENS PERSONALIZADAS
Asclepius International Journal of Scientific Health Science·2025Open Access
AVANÇOS NO TRATAMENTO DA HIPERTENSÃO ARTERIAL: NOVAS TERAPIAS E ESTRATÉGIAS DE PREVENÇÃO
Asclepius International Journal of Scientific Health Science·2025Open Access
NOVAS FRONTEIRAS NO TRATAMENTO DA DEPRESSÃO: TERAPIAS FARMACOLÓGICAS E NÃO FARMACOLÓGICAS
Asclepius International Journal of Scientific Health Science·2025Open Access
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Frequent Co-authors

Andrew P. Bradley(16), Ian Reid(11), Jacinto C. Nascimento(8), Vasileios Belagiannis(7), Yu Tian(5), Neeraj Dhungel(5), João Manuel R. S. Tavares(4), Zhi Lu(4), Lyle J. Palmer(4), Vijay Kumar B G(3), Tanveer Syeda-Mahmood(3), Guansong Pang(3), Yuanhong Chen(3), Yuyuan Liu(3), Yuanhong Chen(3), Ravi Garg(2), Nuno Vasconcelos(2), B. G. Vijay Kumar(2), João Paulo Papa(2), Danail Stoyanov(2)