Deep learning in ultrasound imaging

5 July 2019

Papers citing "Deep learning in ultrasound imaging"

46 / 46 papers shown

Title
Ultrasound Image Enhancement with the Variance of Diffusion Models Yuxin Zhang Clément Huneau Jérôme Idier Diana Mateus MedIm 41 1 0 17 Sep 2024
Denoising Plane Wave Ultrasound Images Using Diffusion Probabilistic Models Hojat Asgariandehkordi Sobhan Goudarzi Mostafa Sharifzadeh Adrian Basarab H. Rivaz MedIm DiffM 25 3 0 20 Aug 2024
Deep Spectral Methods for Unsupervised Ultrasound Image Interpretation Oleksandra Tmenova Yordanka Velikova Mahdi Saleh Nassir Navab 31 0 0 04 Aug 2024
Experimental Validation of Ultrasound Beamforming with End-to-End Deep Learning for Single Plane Wave Imaging R. A. Schoop G. Hendriks Tristan van Leeuwen C. L. D. Korte F. Lucka MedIm 19 1 0 22 Apr 2024
Ultrasound Imaging based on the Variance of a Diffusion Restoration Model Yuxin Zhang Clément Huneau Jérôme Idier Diana Mateus MedIm 40 3 0 22 Mar 2024
Optimization of array encoding for ultrasound imaging Jacob Spainhour Korben Smart S. Becker Nick Bottenus MedIm 11 3 0 01 Mar 2024
On the Feasibility of Deep Learning Classification from Raw Signal Data in Radiology, Ultrasonography and Electrophysiology S. Enyedi MedIm 19 0 0 25 Feb 2024
Morphology-Enhanced CAM-Guided SAM for weakly supervised Breast Lesion Segmentation Xin Yue Xiaoling Liu Qing Zhao Jianqiang Li Changwei Song Suqin Liu Zhikai Yang Guanghui Fu MedIm 29 2 0 18 Nov 2023
Diffusion Reconstruction of Ultrasound Images with Informative Uncertainty Yuxin Zhang Clément Huneau Jérôme Idier Diana Mateus 35 1 0 31 Oct 2023
BrainVoxGen: Deep learning framework for synthesis of Ultrasound to MRI Shubham Singh Mrunal Bewoor Ammar Ranapurwala Satyam Rai Sheetal Patil MedIm 30 1 0 11 Oct 2023
AiAReSeg: Catheter Detection and Segmentation in Interventional Ultrasound using Transformers Alex Ranne Yordanka Velikova Nassir Navab F. R. Y. Baena MedIm 31 3 0 25 Sep 2023
Decomposing and Coupling Saliency Map for Lesion Segmentation in Ultrasound Images Zhenyuan Ning Yixiao Mao Qianjin Feng Shengzhou Zhong Yu Zhang 26 0 0 02 Aug 2023
Ultrasound Image Reconstruction with Denoising Diffusion Restoration Models Yu-xin Zhang Clément Huneau Jérôme Idier Diana Mateus DiffM 78 13 0 29 Jul 2023
Deep Unrolling for Nonconvex Robust Principal Component Analysis E. C. Tan C. Chaux Emmanuel Soubies Vincent Y. F. Tan 40 3 0 12 Jul 2023
Deep Ultrasound Denoising Using Diffusion Probabilistic Models Hojat Asgariandehkordi Sobhan Goudarzi Adrian Basarab H. Rivaz DiffM MedIm 11 12 0 12 Jun 2023
Multi-source adversarial transfer learning for ultrasound image segmentation with limited similarity Yifu Zhang Hongru Li Tao Yang Rui Tao Zheng G. Liu ... Jiansong Zhang Ning Ma Wujin Feng Zhanhu Zhang Xinyu Zhang OOD MedIm 24 7 0 30 May 2023
Landmark Tracking in Liver US images Using Cascade Convolutional Neural Networks with Long Short-Term Memory Yupei Zhang X. Dai Zhen Tian Y. Lei Jacob F. Wynne P. Patel Yue Chen Tian Liu Xiaofeng Yang MedIm 32 11 0 14 Sep 2022
Learning while Acquisition: Towards Active Learning Framework for Beamforming in Ultrasound Imaging Mayank Katare Mahesh Raveendranatha Panicker A. N. Madhavanunni Gayathri Malamal 16 3 0 31 Jul 2022
Ultrasound Signal Processing: From Models to Deep Learning Ben Luijten Nishith Chennakeshava Yonina C. Eldar M. Mischi Ruud J. G. van Sloun MedIm OOD 26 14 0 09 Apr 2022
Image translation of Ultrasound to Pseudo Anatomical Display by CycleGAN Lilach Barkat Moti Freiman H. Azhari GAN MedIm 6 0 0 16 Feb 2022
Towards Predicting Fine Finger Motions from Ultrasound Images via Kinematic Representation Dean Zadok Oren Salzman A. Wolf A. Bronstein 9 6 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 22 14 0 01 Feb 2022
A Review on Deep-Learning Algorithms for Fetal Ultrasound-Image Analysis M. C. Fiorentino Francesca Pia Villani M. D. Cosmo Emanuele Frontoni S. Moccia 21 101 0 28 Jan 2022
Accelerated Intravascular Ultrasound Imaging using Deep Reinforcement Learning Tristan S. W. Stevens Nishith Chennakeshava F. D. Bruijn M. Pekar Ruud J. G. van Sloun 26 4 0 24 Jan 2022
Ultrasound Speckle Suppression and Denoising using MRI-derived Normalizing Flow Priors Vincent van de Schaft Ruud J. G. van Sloun OOD MedIm 18 6 0 24 Dec 2021
Patch Based Transformation for Minimum Variance Beamformer Image Approximation Using Delay and Sum Pipeline S. Bodepudi A. N. Madhavanunni Mahesh Raveendranatha Panicker 13 0 0 19 Oct 2021
Deep Unrolled Recovery in Sparse Biological Imaging Yair Ben Sahel John P. Bryan B. Cleary Samouil L. Farhi Yonina C. Eldar SyDa 37 16 0 28 Sep 2021
Deep Learning for Ultrasound Beamforming Ruud J. G. van Sloun Jong Chul Ye Yonina C. Eldar MedIm 17 3 0 23 Sep 2021
Single Plane-Wave Imaging using Physics-Based Deep Learning G. Pilikos C. L. D. Korte Tristan van Leeuwen F. Lucka 27 4 0 08 Sep 2021
Deep Algorithm Unrolling for Biomedical Imaging Yuelong Li Or Bar-Shira V. Monga Yonina C. Eldar SyDa 31 10 0 15 Aug 2021
Learned super resolution ultrasound for improved breast lesion characterization Or Bar-Shira A. Grubstein Y. Rapson Dror Suhami E. Atar Keren Peri-Hanania R. Rosen Yonina C. Eldar 28 12 0 12 Jul 2021
Deep Unfolding of Iteratively Reweighted ADMM for Wireless RF Sensing U. M. Thanthrige P. Jung Aydin Sezgin 17 7 0 07 Jun 2021
Rethinking Ultrasound Augmentation: A Physics-Inspired Approach M. Tirindelli Christine Eilers Walter Simson Magdalini Paschali Mohammad Farid Azampour Nassir Navab MedIm 11 26 0 05 May 2021
Deep Unfolded Recovery of Sub-Nyquist Sampled Ultrasound Image Alon Mamistvalov Yonina C. Eldar 16 14 0 01 Mar 2021
A Universal Deep Learning Framework for Real-Time Denoising of Ultrasound Images Simone Cammarasana Paolo Nicolardi Giuseppe Patané 22 5 0 22 Jan 2021
Model-Based Deep Learning Nir Shlezinger Jay Whang Yonina C. Eldar A. Dimakis 28 315 0 15 Dec 2020
Point of Care Image Analysis for COVID-19 Daniel Yaron Daphna Keidar Elisha Goldstein Y. Shachar Ayelet Blass ... L. Demi Meirav Galun Shai Bagon Yishai M. Elyada Yonina C. Eldar 14 12 0 28 Oct 2020
COVID-19 Classification of X-ray Images Using Deep Neural Networks Elisha Goldstein Daphna Keidar Daniel Yaron Y. Shachar Ayelet Blass ... N. Bogot A. Grubstein N. Shabshin Yishai M. Elyada Yonina C. Eldar 20 66 0 03 Oct 2020
A Deep-Unfolded Reference-Based RPCA Network For Video Foreground-Background Separation Huynh Van Luong Boris Joukovsky Yonina C. Eldar Nikos Deligiannis 24 15 0 02 Oct 2020
A Comprehensive Survey of Machine Learning Applied to Radar Signal Processing Ping Lang Xiongjun Fu M. Martorella Jian Dong Rui Qin Xianpeng Meng M. Xie 26 39 0 29 Sep 2020
Fast ultrasonic imaging using end-to-end deep learning G. Pilikos L. Horchens K. Batenburg Tristan van Leeuwen F. Lucka MedIm 17 7 0 04 Sep 2020
Switchable Deep Beamformer Shujaat Khan Jaeyoung Huh J. C. Ye 6 1 0 31 Aug 2020
CNN-Based Image Reconstruction Method for Ultrafast Ultrasound Imaging Dimitris Perdios Manuel Vonlanthen Florian Martinez M. Arditi Jean-Philippe Thiran 9 54 0 28 Aug 2020
Solving inverse-PDE problems with physics-aware neural networks Samira Pakravan Pouria A. Mistani M. Aragon-Calvo Frédéric Gibou AI4CE 12 50 0 10 Jan 2020
Algorithm Unrolling: Interpretable, Efficient Deep Learning for Signal and Image Processing V. Monga Yuelong Li Yonina C. Eldar 31 999 0 22 Dec 2019
Learning Sub-Sampling and Signal Recovery with Applications in Ultrasound Imaging Iris A. M. Huijben Bastiaan S. Veeling K. Janse M. Mischi Ruud J. G. van Sloun 14 51 0 15 Aug 2019