Gerardo Flores

1. Scalable and accurate deep learning with electronic health records
   2018/01/24 by Alvin Rajkomar, Eyal Oren, Kai Chen +35 · 2 voices · 52 citations
   Computer Science · Health Professions · Medicine · #Machine Learning in Healthcare #Electronic Health Records Systems #Artificial Intelligence in Healthcare and Education
2. Learning the Graphical Structure of Electronic Health Records with Graph\n Convolutional Transformer
   2019/06/11 by Edward Choi, Zhen Xu, Choi, Edward +12 · 6 citations
   Computer Science · Decision Sciences · #Advanced Graph Neural Networks #Data Quality and Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Healthcare #Topic Modeling
3. Desmoking laparoscopy surgery images using an image-to-image translation\n guided by an embedded dark channel
   2020/04/19 by Sebastián Salazar-Colores, Hugo Alberto-Moreno, Salazar-Colores, Sebastián +5 · 2 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Image Enhancement Techniques #Image and Signal Denoising Methods #Image and Video Processing (eess.IV) #electronic engineering #information engineering
4. Improvement in the UAV position estimation with low-cost GPS, INS and vision-based system: Application to a quadrotor UAV
   2018/07/16 by Luis Arreola, A. Montes de, Arreola, L. +7 · 1 citation
   Engineering · Computer Science · #Robotics and Sensor-Based Localization #Robotic Path Planning Algorithms #Advanced Vision and Imaging
5. A Consequentialist Critique of Binary Classification Evaluation: Theory, Practice, and Tools
   2025/04/06 by Gerardo Flores, Abigail Schiff, Flores, Gerardo +9 · 2 voices
   Computer Science · Mathematics · Medicine · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME) #Sepsis Diagnosis and Treatment #cs.AI #cs.LG #stat.ME #stat.ML