Luis Filipe Nakayama

1. Multi-OphthaLingua: A Multilingual Benchmark for Assessing and Debiasing LLM Ophthalmological QA in LMICs
   2024/12/18 by David Restrepo, Restrepo, David, Chenwei Wu +31 · 5 citations
   Biochemistry, Genetics and Molecular Biology · Medicine · #Acute Ischemic Stroke Management #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Retinal Imaging and Analysis
2. WorldMedQA-V: a multilingual, multimodal medical examination dataset for multimodal language models evaluation
   2024/10/16 by João Matos, Shan Chen, Matos, João +29 · 4 citations
   Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
3. DF-DM: A foundational process model for multimodal data fusion in the artificial intelligence era
   2024/04/18 by David Restrepo, Chenwei Wu, Restrepo, David +9 · 3 citations
   Computer Science · #Semantic Web and Ontologies
4. DRStageNet: Deep Learning for Diabetic Retinopathy Staging from Fundus Images
   2023/12/22 by Yevgeniy Men, Men, Yevgeniy, Jonathan Fhima +9 · 2 citations
   Health Professions · Medicine · #Artificial Intelligence in Healthcare #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Retinal Diseases and Treatments #Retinal Imaging and Analysis #electronic engineering #information engineering
5. Artificial intelligence for telemedicine diabetic retinopathy screening: a review
   2023/09/21 by Luis Filipe Nakayama, Lucas Zago Ribeiro, Frederico Novaes +11 · 1 citation
   Medicine · #Retinal Imaging and Analysis #Retinal Diseases and Treatments #Telemedicine and Telehealth Implementation
6. Multimodal Deep Learning for Low-Resource Settings: A Vector Embedding Alignment Approach for Healthcare Applications
   2024/06/02 by David Restrepo, Chenwei Wu, Restrepo, David +9 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare