Katharina Hoebel

1. Fair Conformal Predictors for Applications in Medical Imaging
   2021/09/09 by Charles Lu, Andréanne Lemay, Lu, Charles +7 · 14 citations
   Computer Science · Medicine · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #Cutaneous Melanoma Detection and Management #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
2. Improving the repeatability of deep learning models with Monte Carlo dropout
   2022/02/15 by Andréanne Lemay, Lemay, Andreanne, Katharina Hoebel +17 · 3 citations
   Medicine · Computer Science · #Artificial Intelligence in Healthcare and Education #Machine Learning in Healthcare #AI in cancer detection
3. Assessing the (Un)Trustworthiness of Saliency Maps for Localizing\n Abnormalities in Medical Imaging
   2020/08/06 by Nishanth Arun, Arun, Nishanth, Nathan Gaw +24 · 2 citations
   Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging
4. Give me (un)certainty -- An exploration of parameters that affect\n segmentation uncertainty
   2019/11/14 by Katharina Hoebel, Ken Chang, Hoebel, Katharina +8 · 1 citation
   Medicine · Computer Science · #Radiomics and Machine Learning in Medical Imaging #Explainable Artificial Intelligence (XAI) #Medical Imaging Techniques and Applications