Gonzalez, Camila
- Continual Learning in Medical Imaging: A Survey and Practical Analysis
2024/05/22 by Mohammad Areeb Qazi, Qazi, Mohammad Areeb, Anees Ur Rehman Hashmi +9 · 4 citations
Engineering · Medicine · #Biomedical and Engineering Education #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Radiology practices and education #Radiomics and Machine Learning in Medical Imaging
- Distance-based detection of out-of-distribution silent failures for Covid-19 lung lesion segmentation
2022/08/05 by Gonzalez, Camila, Gotkowski, Karol, Fuchs, Moritz +5 · 2 citations
#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) #electronic engineering #information engineering
- What is Wrong with Continual Learning in Medical Image Segmentation?
2020/10/21 by Gonzalez, Camila, Lemke, Nick, Sakas, Georgios +1 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- How Reliable Are Out-of-Distribution Generalization Methods for Medical Image Segmentation?
2021/09/03 by Sanner, Antoine, Gonzalez, Camila, Mukhopadhyay, Anirban · 1 citation
#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) #electronic engineering #information engineering
- Jointly Exploring Client Drift and Catastrophic Forgetting in Dynamic Learning
2023/09/01 by Babendererde, Niklas, Fuchs, Moritz, Gonzalez, Camila +2 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Unlocking Robust Segmentation Across All Age Groups via Continual Learning
2024/04/19 by Chih-Ying Liu, Liu, Chih-Ying, Jeya Maria Jose Valanarasu +9 · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- Automated Real-time Assessment of Intracranial Hemorrhage Detection AI Using an Ensembled Monitoring Model (EMM)
2025/05/16 by Fang, Zhongnan, Johnston, Andrew, Cheuy, Lina +10 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences