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Deep Learning for Ultrasound Speed-of-Sound Reconstruction: Impacts of
  Training Data Diversity on Stability and Robustness
v1v2 (latest)

Deep Learning for Ultrasound Speed-of-Sound Reconstruction: Impacts of Training Data Diversity on Stability and Robustness

Machine Learning for Biomedical Imaging (MLBI), 2022
1 February 2022
Farnaz Khun Jush
M. Biele
P. Dueppenbecker
Andreas Maier
    OOD
ArXiv (abs)PDFHTML

Papers citing "Deep Learning for Ultrasound Speed-of-Sound Reconstruction: Impacts of Training Data Diversity on Stability and Robustness"

3 / 3 papers shown
Robustness of Deep Learning for Accelerated MRI: Benefits of Diverse
  Training Data
Robustness of Deep Learning for Accelerated MRI: Benefits of Diverse Training DataInternational Conference on Machine Learning (ICML), 2023
Kang Lin
Reinhard Heckel
OOD
198
7
0
16 Dec 2023
Learning-based sound speed estimation and aberration correction in
  linear-array photoacoustic imaging
Learning-based sound speed estimation and aberration correction in linear-array photoacoustic imaging
Mengjie Shi
Tom Vercauteren
W. Xia
OOD
131
10
0
19 Jun 2023
AutoSpeed: A Linked Autoencoder Approach for Pulse-Echo Speed-of-Sound
  Imaging for Medical Ultrasound
AutoSpeed: A Linked Autoencoder Approach for Pulse-Echo Speed-of-Sound Imaging for Medical Ultrasound
Farnaz Khun Jush
M. Biele
P. Dueppenbecker
Andreas Maier
OOD
133
2
0
04 Jul 2022
1