Krishnaswamy, Pavitra

1. Self-Path: Self-supervision for Classification of Pathology Images with\n Limited Annotations
   2020/08/12 by Navid Alemi Koohbanani, Koohbanani, Navid Alemi, Balagopal Unnikrishnan +7 · 7 citations
   Computer Science · Medicine · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #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
2. Deep Offline Reinforcement Learning for Real-world Treatment Optimization Applications
   2023/02/15 by Milashini Nambiar, Nambiar, Milashini, Supriyo Ghosh +9 · 5 citations
   Computer Science · Medicine · #Machine Learning in Healthcare #Frailty in Older Adults #Sepsis Diagnosis and Treatment
3. Semi-Supervised Deep Learning for Abnormality Classification in Retinal Images
   2018/12/19 by Bruno Lecouat, Lecouat, Bruno, Ken Chang +17 · 2 citations
   Computer Science · Medicine · #AI in cancer detection #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Retinal Imaging and Analysis
4. Towards More Efficient Data Valuation in Healthcare Federated Learning using Ensembling
   2022/09/12 by Sourav Kumar, A. Lakshminarayanan, Kumar, Sourav +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