Vatsala Sharma

Employment

Employment history is unavailable.

Education

Education history is unavailable.

Projects & Funding

Projects & funding information is unavailable.

Publications (5)

• Bayesian Learning with Stochastic Perturbations and Langevin Expectation Maximization for Unsupervised DNN Image Quality Enhancement
  Information Processing in Medical Imaging: 29th International Conference, IPMI 2025 2025 DOI: 10.1007/978-3-031-96628-6_18
  +Save
• On the Role of Adversarial Perturbations in Unsupervised Deep Learning for Enhancing Image Quality of Degraded Medical-Images
  2025 IEEE 22nd International Symposium on Biomedical Imaging (ISBI) 2025 DOI: 10.1109/isbi60581.2025.10980707
  +Save
• Adversarial EM For Partially-Supervised Image-Quality Enhancement: Application To Low-Dose Pet Imaging
  2024 IEEE International Conference on Image Processing (ICIP) 2024 DOI: 10.1109/icip51287.2024.10648068
  +Save
• Adversarial EM for variational deep learning: Application to semi-supervised image quality enhancement in low-dose PET and low-dose CT
  Medical Image Analysis 2024 DOI: 10.1016/j.media.2024.103291
  +Save
• Semi-Supervised Deep Expectation-Maximization for Low-Dose Pet-Ct
  2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI) 2022 DOI: 10.1109/isbi52829.2022.9761601
  +Save