Navarro, Fernando

1. The TopCoW Challenge -- Topology-Aware Circle of Willis Segmentation for CT and MR Angiography
   2023/12/29 by Kaiyuan Yang, Fabio Musio, Yang, Kaiyuan +225 · 17 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #cs.CV #cs.LG #q-bio.QM #q-bio.TO
2. Generalizability vs. Robustness: Adversarial Examples for Medical Imaging
   2018/03/23 by Magdalini Paschali, Sailesh Conjeti, Paschali, Magdalini +5 · 6 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Generative Adversarial Networks and Image Synthesis
3. QUBIQ: Uncertainty Quantification for Biomedical Image Segmentation Challenge
   2024/03/19 by Hongwei Bran, Li, Hongwei Bran, Fernando Navarro +154 · 3 citations
   Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
4. FUNAvg: Federated Uncertainty Weighted Averaging for Datasets with Diverse Labels
   2024/07/10 by Malte Tölle, Fernando Navarro, Tölle, Malte +9 · 3 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning and Data Classification #Statistical and Computational Modeling
5. Shape-Aware Complementary-Task Learning for Multi-Organ Segmentation
   2019/08/14 by Navarro, Fernando, Shit, Suprosanna, Ezhov, Ivan +5 · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
6. Evaluating the Robustness of Self-Supervised Learning in Medical Imaging
   2021/05/14 by Fernando Navarro, Navarro, Fernando, Christopher Watanabe +11 · 1 citation
   Computer Science · Medicine · #AI in cancer detection #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging
7. CADS: A Comprehensive Anatomical Dataset and Segmentation for Whole-Body Anatomy in Computed Tomography
   2025/07/29 by Murong Xu, Tamaz Amiranashvili, Xu, Murong +62 · 2 citations
   Engineering · Physics and Astronomy · Medicine · #Medical Imaging and Analysis #Advanced Radiotherapy Techniques #Radiomics and Machine Learning in Medical Imaging