Towards CT-quality Ultrasound Imaging using Deep Learning

Towards CT-quality Ultrasound Imaging using Deep Learning

17 October 2017

O. Michailovich

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Papers citing "Towards CT-quality Ultrasound Imaging using Deep Learning"

15 / 15 papers shown

Title
Introducing 3D Representation for Medical Image Volume-to-Volume Translation via Score Fusion Xiyue Zhu Dou Hoon Kwark Ruike Zhu Kaiwen Hong Yiqi Tao Shirui Luo Yudu Li Zhi-Pei Liang Volodymyr V. Kindratenko MedIm 133 0 0 13 Jan 2025
Physics and Deep Learning in Computational Wave Imaging Youzuo Lin Shihang Feng J. Theiler Yinpeng Chen Umberto Villa Jing Rao John Greenhall Cristian Pantea M. Anastasio B. Wohlberg 91 1 0 10 Oct 2024
Ultrasound Signal Processing: From Models to Deep Learning Ben Luijten Nishith Chennakeshava Yonina C. Eldar M. Mischi Ruud J. G. van Sloun MedIm OOD 75 19 0 09 Apr 2022
Image translation of Ultrasound to Pseudo Anatomical Display by CycleGAN Lilach Barkat Moti Freiman H. Azhari GAN MedIm 37 0 0 16 Feb 2022
Towards Predicting Fine Finger Motions from Ultrasound Images via Kinematic Representation Dean Zadok Oren Salzman A. Wolf A. Bronstein 70 7 0 10 Feb 2022
Deep Learning for Ultrasound Speed-of-Sound Reconstruction: Impacts of Training Data Diversity on Stability and Robustness Farnaz Khun Jush M. Biele P. Dueppenbecker Andreas Maier OOD 41 15 0 01 Feb 2022
Ultrasound Speckle Suppression and Denoising using MRI-derived Normalizing Flow Priors Vincent van de Schaft Ruud J. G. van Sloun OOD MedIm 43 7 0 24 Dec 2021
Tunable Image Quality Control of 3-D Ultrasound using Switchable CycleGAN Jaeyoung Huh Shujaat Khan S. Choi Dongkuk Shin Eunha Lee Jong Chul Ye MedIm 65 1 0 06 Dec 2021
CNN-Based Image Reconstruction Method for Ultrafast Ultrasound Imaging Dimitris Perdios Manuel Vonlanthen Florian Martinez M. Arditi Jean-Philippe Thiran 64 58 0 28 Aug 2020
3D B-mode ultrasound speckle reduction using deep learning for 3D registration applications Hongliang Li Tal Mezheritsky L. V. Romaguera Samuel Kadoury 3DPC 42 4 0 03 Aug 2020
Non-rigid Registration Method between 3D CT Liver Data and 2D Ultrasonic Images based on Demons Model Shuo Huang Ke Wu Xiaolin Meng Cheng Li 39 3 0 31 Dec 2019
Learning beamforming in ultrasound imaging S. Vedula Ortal Senouf Grigoriy Zurakhov A. Bronstein O. Michailovich M. Zibulevsky MedIm 88 29 0 19 Dec 2018
A Deep Learning Framework for Single-Sided Sound Speed Inversion in Medical Ultrasound Micha Feigin-Almon Daniel Freedman B. Anthony SyDa MedIm 193 88 0 30 Sep 2018
High frame-rate cardiac ultrasound imaging with deep learning Ortal Senouf S. Vedula Grigoriy Zurakhov A. Bronstein M. Zibulevsky O. Michailovich D. Adam D. Blondheim MedIm 79 37 0 23 Aug 2018
High quality ultrasonic multi-line transmission through deep learning S. Vedula Ortal Senouf Grigoriy Zurakhov A. Bronstein M. Zibulevsky O. Michailovich D. Adam D. Gaitini MedIm 46 29 0 23 Aug 2018