Sandra Avila

1. RECOD Titans at ISIC Challenge 2017
   2017/03/14 by Afonso Menegola, Julia Tavares, Menegola, Afonso +9 · 3 citations
   Medicine · Computer Science · #Cutaneous Melanoma Detection and Management #AI in cancer detection #Radiomics and Machine Learning in Medical Imaging
2. Handling Inter-Annotator Agreement for Automated Skin Lesion Segmentation
   2019/06/06 by Vinícius Ribeiro, Ribeiro, Vinicius, Sandra Avila +3 · 2 citations
   Medicine · Decision Sciences · #Cutaneous Melanoma Detection and Management #Reliability and Agreement in Measurement
3. Data, Depth, and Design: Learning Reliable Models for Skin Lesion\n Analysis
   2017/01/01 by Eduardo Valle, Valle, Eduardo, Michel Fornaciali +11 · 1 citation
   Computer Science · Medicine · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #Cutaneous Melanoma Detection and Management #FOS: Computer and information sciences
4. Grape detection, segmentation, and tracking using deep neural networks and three-dimensional association
   2020/03/01 by Thiago T. Santos, Leonardo L. de Souza, Andreza A. dos Santos +1 · 1 citation
5. #PraCegoVer: A Large Dataset for Image Captioning in Portuguese
   2021/03/21 by Gabriel Oliveira dos Santos, Esther Luna Colombini, Santos, Gabriel Oliveira dos +3 · 1 citation
   Arts and Humanities · Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Subtitles and Audiovisual Media
6. Artifact-Based Domain Generalization of Skin Lesion Models
   2022/08/20 by Alceu Bissoto, Bissoto, Alceu, Catarina Barata +5 · 1 citation
   Computer Science · Medicine · #AI in cancer detection #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging
7. The Performance of Transferability Metrics does not Translate to Medical Tasks
   2023/08/14 by Levy Chaves, Chaves, Levy, Alceu Bissoto +5 · 1 citation
   Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging
8. The Social Impact of Generative LLM-Based AI
   2024/10/11 by Yu Xie, Xie, Yu, Sandra Avila +1 · 1 citation
   Computer Science · Social Sciences · #Semantic Web and Ontologies #Artificial Intelligence in Law #Natural Language Processing Techniques