61 citations · 334 across the 42 of their papers we have counts for
3 papers · 1 filter
Implicit Modeling with Uncertainty Estimation for Intravoxel Incoherent Motion Imaging
Lin Zhang, Valery Vishnevskiy, Andras Jakab +1
Intravoxel incoherent motion (IVIM) imaging allows contrast-agent free in vivo perfusion quantification with magnetic resonance imaging (MRI). However, its use is limited by typica…
Image Reconstruction via Variational Network for Real-Time Hand-Held Sound-Speed Imaging
Valery Vishnevskiy, Sergio J Sanabria, Orcun Goksel
Speed-of-sound is a biomechanical property for quantitative tissue differentiation, with great potential as a new ultrasound-based image modality. A conventional ultrasound array t…
Active Learning for Segmentation by Optimizing Content Information for Maximal Entropy
Firat Ozdemir, Zixuan Peng, Christine Tanner +2
Segmentation is essential for medical image analysis tasks such as intervention planning, therapy guidance, diagnosis, treatment decisions. Deep learning is becoming increasingly p…