v1v2v3 (latest)

Model based learning for accelerated, limited-view 3D photoacoustic tomography

31 August 2017

Sebastien Ourselin

Papers citing "Model based learning for accelerated, limited-view 3D photoacoustic tomography"

50 / 61 papers shown

Title
Digital twins enable full-reference quality assessment of photoacoustic image reconstructions J. Gröhl Leonid Kunyansky Jenni Poimala Thomas R. Else Francesca Di Cecio S. Bohndiek B. Cox A. Hauptmann 20 0 0 30 May 2025
CoRRECT: A Deep Unfolding Framework for Motion-Corrected Quantitative R2* Mapping Xiaojian Xu Weijie Gan Satya V. V. N. Kothapalli D. Yablonskiy Ulugbek S. Kamilov MedIm 141 5 0 21 Feb 2025
Swap-Net: A Memory-Efficient 2.5D Network for Sparse-View 3D Cone Beam CT Reconstruction Xiaojian Xu Marc Klasky Michael T. McCann Jason Hu Jeffrey A. Fessler 3DPC MedIm 56 0 0 29 Sep 2024
Efficient Deep Model-Based Optoacoustic Image Reconstruction Christoph Dehner G. Zahnd MedIm 28 0 0 13 Aug 2024
SlingBAG: Sliding ball adaptive growth algorithm with differentiable radiation enables super-efficient iterative 3D photoacoustic image reconstruction Shuang Li Yibing Wang Jian Gao Chulhong Kim Seongwook Choi Yu Zhang Qian Chen Yao Yao Changhui Li 45 0 0 16 Jul 2024
Design, Implementation and Analysis of a Compressed Sensing Photoacoustic Projection Imaging System Markus Haltmeier Matthias Ye Karoline Felbermayer Florian Hinterleitner P. Burgholzer 31 1 0 24 Feb 2024
Inverse Problems with Learned Forward Operators Simon Arridge Andreas Hauptmann Yury Korolev 74 1 0 21 Nov 2023
Prior Mismatch and Adaptation in PnP-ADMM with a Nonconvex Convergence Analysis Shirin Shoushtari Jiaming Liu Edward P. Chandler M. Salman Asif Ulugbek S. Kamilov 83 4 0 29 Sep 2023
Learning end-to-end inversion of circular Radon transforms in the partial radial setup Deep Ray Souvik Roy 48 0 0 27 Aug 2023
Score-based Generative Models for Photoacoustic Image Reconstruction with Rotation Consistency Constraints Shangqing Tong Hengrong Lan Liming Nie Jianwen Luo Fei Gao DiffM MedIm 25 4 0 24 Jun 2023
Learning-based sound speed estimation and aberration correction in linear-array photoacoustic imaging Mengjie Shi Tom Vercauteren W. Xia OOD 28 4 0 19 Jun 2023
Moving beyond simulation: data-driven quantitative photoacoustic imaging using tissue-mimicking phantoms J. Gröhl Thomas R. Else Lina Hacker Ellie V. Bunce P. Sweeney S. Bohndiek OOD MedIm 46 15 0 11 Jun 2023
Block Coordinate Plug-and-Play Methods for Blind Inverse Problems Weijie Gan Shirin Shoushtari Yuyang Hu Jiaming Liu Hongyu An Ulugbek S. Kamilov 89 12 0 22 May 2023
Self-similarity-based super-resolution of photoacoustic angiography from hand-drawn doodles Yuanzheng Ma Wangting Zhou Rui Ma Sihua Yang Ya-Ming Tang Xun Guan DiffM MedIm 49 3 0 02 May 2023
Model-corrected learned primal-dual models for fast limited-view photoacoustic tomography A. Hauptmann Jenni Poimala MedIm 74 5 0 04 Apr 2023
MB-DECTNet: A Model-Based Unrolled Network for Accurate 3D DECT Reconstruction Tao Ge Maria Medrano R. Liao D. Politte J. Williamson B. Whiting Joseph O'Sullivan 3DV 25 1 0 01 Feb 2023
Cross-domain Self-supervised Framework for Photoacoustic Computed Tomography Image Reconstruction Hengrong Lan Lijie Huang Zhiqiang Li Jing Lv Jianwen Luo ViT OOD 86 1 0 17 Jan 2023
Deep network series for large-scale high-dynamic range imaging Amir Aghabiglou Matthieu Terris A. Jackson Yves Wiaux AI4TS 93 4 0 28 Oct 2022
Online Deep Equilibrium Learning for Regularization by Denoising Jiaming Liu Xiaojian Xu Weijie Gan Shirin Shoushtari Ulugbek S. Kamilov 112 27 0 25 May 2022
Memory Efficient Invertible Neural Networks for 3D Photoacoustic Imaging Rafael Orozco M. Louboutin Felix J. Herrmann 16 3 0 24 Apr 2022
On Learning the Invisible in Photoacoustic Tomography with Flat Directionally Sensitive Detector Bolin Pan M. Betcke 47 2 0 21 Apr 2022
Convolutional Analysis Operator Learning by End-To-End Training of Iterative Neural Networks A. Kofler Christian Wald T. Schaeffter Markus Haltmeier C. Kolbitsch 49 1 0 04 Mar 2022
An Educated Warm Start For Deep Image Prior-Based Micro CT Reconstruction Riccardo Barbano Johannes Leuschner Maximilian Schmidt Alexander Denker A. Hauptmann Peter Maass Bangti Jin 91 21 0 23 Nov 2021
Deep Learning Adapted Acceleration for Limited-view Photoacoustic Computed Tomography Hengrong Lan Jiali Gong Fei Gao 26 8 0 08 Nov 2021
Fourier Neural Operator Networks: A Fast and General Solver for the Photoacoustic Wave Equation Steven Guan Ko-Tsung Hsu P. Chitnis 75 28 0 20 Aug 2021
Inverse Aerodynamic Design of Gas Turbine Blades using Probabilistic Machine Learning Sayan Ghosh G. A. Padmanabha Cheng Peng Steven Atkinson Valeria Andreoli Piyush Pandita T. Vandeputte N. Zabaras Liping Wang AI4CE 59 15 0 17 Aug 2021
Deep Algorithm Unrolling for Biomedical Imaging Yuelong Li Or Bar-Shira V. Monga Yonina C. Eldar SyDa 54 11 0 15 Aug 2021
A Machine-learning Based Initialization for Joint Statistical Iterative Dual-energy CT with Application to Proton Therapy Tao Ge Maria Medrano Rui Liao D. Politte J. Williamson Joseph O'Sullivan 17 0 0 30 Jul 2021
Unsupervised Knowledge-Transfer for Learned Image Reconstruction Riccardo Barbano Ž. Kereta A. Hauptmann Simon Arridge Bangti Jin 66 11 0 06 Jul 2021
Dense Dilated UNet: Deep Learning for 3D Photoacoustic Tomography Image Reconstruction Steven Guan Ko-Tsung Hsu Matthias Eyassu P. Chitnis MedIm 48 17 0 07 Apr 2021
Fourier Image Transformer T. Buchholz Florian Jug ViT 43 19 0 06 Apr 2021
Graph Convolutional Networks for Model-Based Learning in Nonlinear Inverse Problems William Herzberg D. Rowe A. Hauptmann S. Hamilton GNN MedIm AI4CE 38 35 0 28 Mar 2021
SGD-Net: Efficient Model-Based Deep Learning with Theoretical Guarantees Jiaming Liu Yu Sun Weijie Gan Xiaojian Xu B. Wohlberg Ulugbek S. Kamilov FedML MedIm 89 31 0 22 Jan 2021
AS-Net: Fast Photoacoustic Reconstruction with Multi-feature Fusion from Sparse Data Mengjie Guo Hengrong Lan C. Yang Fei Gao 52 32 0 22 Jan 2021
A Jointed Feature Fusion Framework for Photoacoustic Reconstruction Hengrong Lan Changchun Yang Fei Gao 22 1 0 04 Dec 2020
Joint Reconstruction and Calibration using Regularization by Denoising Mingyang Xie Yu Sun Jiaming Liu B. Wohlberg Ulugbek S. Kamilov 86 10 0 26 Nov 2020
Deep learning for biomedical photoacoustic imaging: A review J. Gröhl Melanie Schellenberg Kris K. Dreher Lena Maier-Hein 133 195 0 05 Nov 2020
Deep image prior for undersampling high-speed photoacoustic microscopy Tri Vu Anthony DiSpirito Daiwei Li Zixu Zhang Xiaoyi Zhu ... Jianwen Luo Y. Zhang Qifa Zhou R. Horstmeyer Junjie Yao 45 2 0 15 Oct 2020
Deep Learning in Photoacoustic Tomography: Current approaches and future directions A. Hauptmann B. Cox 142 131 0 16 Sep 2020
Deep learning for photoacoustic imaging: a survey Changchun Yang Hengrong Lan Feng Gao Fei Gao VLM MedIm 59 21 0 10 Aug 2020
Reconstructing undersampled photoacoustic microscopy images using deep learning Anthony DiSpirito Daiwei Li Tri Vu Maomao Chen D. Zhang Jianwen Luo R. Horstmeyer Junjie Yao 33 97 0 30 May 2020
On Learned Operator Correction in Inverse Problems Sebastian Lunz A. Hauptmann T. Tarvainen Carola-Bibiane Schönlieb Simon Arridge 79 4 0 14 May 2020
Computed Tomography Reconstruction Using Deep Image Prior and Learned Reconstruction Methods Daniel Otero Baguer Johannes Leuschner Maximilian Schmidt 119 189 0 10 Mar 2020
Neural Networks-based Regularization for Large-Scale Medical Image Reconstruction A. Kofler Markus Haltmeier T. Schaeffter M. Kachelriess M. Dewey Christian Wald C. Kolbitsch 45 1 0 19 Dec 2019
Limited View and Sparse Photoacoustic Tomography for Neuroimaging with Deep Learning Steven Guan Amir A. Khan S. Sikdar P. Chitnis 54 93 0 11 Nov 2019
Y-Net: A Hybrid Deep Learning Reconstruction Framework for Photoacoustic Imaging in vivo Hengrong Lan Daohuai Jiang Changchun Yang Fei Gao 38 19 0 02 Aug 2019
Multi-Scale Learned Iterative Reconstruction A. Hauptmann J. Adler Simon Arridge Ozan Oktem 108 37 0 01 Aug 2019
Simultaneous reconstruction of the initial pressure and sound speed in photoacoustic tomography using a deep-learning approach Hongming Shan Christopher Wiedeman Ge Wang Yang Yang 41 25 0 23 Jul 2019
A Projectional Ansatz to Reconstruction Sören Dittmer Peter Maass 49 3 0 10 Jul 2019
TomoGAN: Low-Dose Synchrotron X-Ray Tomography with Generative Adversarial Networks Zhengchun Liu Tekin Bicer R. Kettimuthu D. Gursoy F. Carlo Ian Foster MedIm GAN 135 96 0 20 Feb 2019