Alain Jungo

1. Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge
   2018/11/05 by Spyridon Bakas, Mauricio Reyes, Bakas, Spyridon +845 · 61 citations
   Computer Science · Mathematics · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.AI #cs.CV #cs.LG #stat.ML
2. Assessing Reliability and Challenges of Uncertainty Estimations for Medical Image Segmentation
   2019/07/07 by Alain Jungo, Mauricio Reyes, Jungo, Alain +1 · 8 citations
   Computer Science · Economics, Econometrics and Finance · Engineering · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #FOS: Electrical engineering #Health Systems, Economic Evaluations, Quality of Life #Image and Video Processing (eess.IV) #cs.CV #eess.IV #electronic engineering #information engineering
3. On the Effect of Inter-observer Variability for a Reliable Estimation of Uncertainty of Medical Image Segmentation
   2018/06/07 by Alain Jungo, Raphael Meier, Jungo, Alain +13 · 5 citations
   Computer Science · Engineering · Medicine · #Explainable Artificial Intelligence (XAI) #Fault Detection and Control Systems #Medical Imaging Techniques and Applications #cs.CV
4. Uncertainty-driven Sanity Check: Application to Postoperative Brain Tumor Cavity Segmentation
   2018/06/08 by Alain Jungo, Raphael Meier, Jungo, Alain +8 · 6 citations
   Computer Science · Materials Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Machine Learning in Materials Science #cs.CV