TU1.SC1.4
Overcoming Labeled Data Barriers in Deep Ultrasound Imaging
Ying-Chun Pan, Emelina Vienneau, Ryan Lefevre, Vanderbilt University, United States; Susan Eagle, Vanderbilt University Medical Center, United States; Brett Byram, Vanderbilt University, United States
Session:
TU1.SC1: Advances in Computational Ultrasound Imaging Lecture
Track:
Special Sessions
Location:
Saint Clair 1
Presentation Time:
Tue, 27 Aug, 12:00 - 12:20 France Time (UTC +1)
Session Co-Chairs:
Adrian Basarab, Université Claude Bernard 1 and Hervé Liebgott, Université Claude Bernard 1 and Barbara Nicolas, Université Claude Bernard 1
Presentation
Discussion
Resources
No resources available.
Session TU1.SC1
TU1.SC1.1: Sequential CNN-based Enhancement of Ultrafast Ultrasound Imaging for Sparse Arrays
Roser Viñals, Jean-Philippe Thiran, Signal Processing Laboratory 5, École Polytechnique Fédérale de Lausanne, Switzerland
TU1.SC1.2: Ultrasound Imaging based on the Variance of a Diffusion Restoration Model
Yuxin Zhang, École Centrale Nantes, France; Clément Huneau, Nantes Université, France; Jérôme Idier, Centre National de la Recherche Scientifique, France; Diana Mateus, École Centrale Nantes, France
TU1.SC1.3: An optimized mismatched filter for continuous emission ultrasound imaging
Axel Adam, Adrian Basarab, Hervé Liebgott, Barbara Nicolas, Université Claude Bernard 1, France
TU1.SC1.4: Overcoming Labeled Data Barriers in Deep Ultrasound Imaging
Ying-Chun Pan, Emelina Vienneau, Ryan Lefevre, Vanderbilt University, United States; Susan Eagle, Vanderbilt University Medical Center, United States; Brett Byram, Vanderbilt University, United States
TU1.SC1.5: Computational ultrasound imaging through an aberrating layer using delay-and-sum
Francesca de Carlo, Fugro, Netherlands; Michael Brown, Erasmus MC, Netherlands; Geert Leus, Delft University of Technology, Netherlands; Pieter Kruizinga, Erasmus MC, Netherlands
TU1.SC1.6: Enhanced Localization in Ultrafast Ultrasound Imaging through Spatio-Temporal Deep Learning
Vassili Pustovalov, Duong-Hung Pham, Denis Kouamé, IRIT Laboratory, France