Sundaresan, Vaanathi

1. Challenges for machine learning in clinical translation of big data imaging studies
   2021/07/07 by Nicola K. Dinsdale, Emma Bluemke, Dinsdale, Nicola K +9 · 1 citation
   Biochemistry, Genetics and Molecular Biology · Medicine · #Artificial Intelligence in Healthcare and Education #Cell Image Analysis Techniques #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
2. Class Activation Map-based Weakly supervised Hemorrhage Segmentation using Resnet-LSTM in Non-Contrast Computed Tomography images
   2023/09/28 by Ramananda, Shreyas H, Sundaresan, Vaanathi · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
3. Automated quality assessment using appearance-based simulations and hippocampus segmentation on low-field paediatric brain MR images
   2024/10/08 by Sundaresan, Vaanathi, Dinsdale, Nicola K · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
4. Constrained self-supervised method with temporal ensembling for fiber bundle detection on anatomic tracing data
   2022/08/06 by Vaanathi Sundaresan, Julia F. Lehman, Sundaresan, Vaanathi +9 · 1 citation
   Medicine · #Advanced MRI Techniques and Applications #Advanced Neuroimaging Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #MRI in cancer diagnosis #Machine Learning (cs.LG) #electronic engineering #information engineering