Singh, Praveer
- Unsupervised Representation Learning by Predicting Image Rotations
2018/03/21 by Spyros Gidaris, Praveer Singh, Gidaris, Spyros +3 · 103 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Assessing the (Un)Trustworthiness of Saliency Maps for Localizing\n Abnormalities in Medical Imaging
2020/08/06 by Nishanth Arun, Nathan Gaw, Arun, Nishanth +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
- Three Applications of Conformal Prediction for Rating Breast Density in Mammography
2022/06/23 by Charles Lu, Ken Chang, Lu, Charles +5 · 1 citation
Computer Science · Medicine · #AI in cancer detection #Digital Radiography and Breast Imaging #FOS: Computer and information sciences #FOS: Electrical engineering #Global Cancer Incidence and Screening #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
- Towards More Efficient Data Valuation in Healthcare Federated Learning using Ensembling
2022/09/12 by Sourav Kumar, Kumar, Sourav, A. Lakshminarayanan +13 · 1 citation
Computer Science · Mathematics · Medicine · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Radiomics and Machine Learning in Medical Imaging #Statistical Methods and Inference
- Give me (un)certainty -- An exploration of parameters that affect\n segmentation uncertainty
2019/11/14 by Katharina Hoebel, Hoebel, Katharina, Ken Chang +8 · 1 citation
Medicine · Computer Science · #Radiomics and Machine Learning in Medical Imaging #Explainable Artificial Intelligence (XAI) #Medical Imaging Techniques and Applications