Deep learning for photoacoustic tomography from sparse data

A Multi-Grid Iterative Method for Photoacoustic Tomography

(2017) Ashkan Javaherian et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Analysis of Iterative Methods in Photoacoustic Tomography with Variable Sound Speed

(2017) Markus Haltmeier et al.   SIAM Journal on Imaging Sciences

aLow-dose CT via convolutional neural network

(2017) Hu Chen et al.   Biomedical Optics Express

Sampling Conditions for the Circular Radon Transform

(2016) Markus Haltmeier   IEEE TRANSACTIONS ON IMAGE PROCESSING

Guest Editorial Deep Learning in Medical Imaging: Overview and Future Promise of an Exciting New Technique

(2016) Hayit Greenspan et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

A direct method for photoacoustic tomography with inhomogeneous sound speed

(2016) Zakaria Belhachmi et al.   INVERSE PROBLEMS

On the adjoint operator in photoacoustic tomography

(2016) Simon R Arridge et al.   INVERSE PROBLEMS

Accelerated high-resolution photoacoustic tomography via compressed sensing

(2016) Simon Arridge et al.   PHYSICS IN MEDICINE AND BIOLOGY

A Perspective on Deep Imaging

(2016) Ge Wang   IEEE Access

Deep Neural Nets as a Method for Quantitative Structure–Activity Relationships

(2015) Junshui Ma et al.   Journal of Chemical Information and Modeling

Deep learning

(2015) Yann LeCun et al.   NATURE

A Novel Compressed Sensing Scheme for Photoacoustic Tomography

(2015) M. Sandbichler et al.   SIAM JOURNAL ON APPLIED MATHEMATICS

Acoustic Inversion in Optoacoustic Tomography: A Review

(2014) Amir Rosenthal et al.   Current Medical Imaging Reviews

Universal Inversion Formulas for Recovering a Function from Spherical Means

(2014) Markus Haltmeier   SIAM JOURNAL ON MATHEMATICAL ANALYSIS

Inversion of circular means and the wave equation on convex planar domains

(2013) Markus Haltmeier   COMPUTERS & MATHEMATICS WITH APPLICATIONS

Full-Wave Iterative Image Reconstruction in Photoacoustic Tomography With Acoustically Inhomogeneous Media

(2013) Chao Huang et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

In vivo optical-resolution photoacoustic computed tomography with compressed sensing

(2013) Jing Meng et al.   OPTICS LETTERS

Investigation of iterative image reconstruction in three-dimensional optoacoustic tomography

(2012) Kun Wang et al.   PHYSICS IN MEDICINE AND BIOLOGY

A Mollification Approach for Inverting the Spherical Mean Radon Transform

(2011) Markus Haltmeier   SIAM JOURNAL ON APPLIED MATHEMATICS

Biomedical photoacoustic imaging

(2011) P. Beard   Interface Focus

Photoacoustic microtomography using optical interferometric detection

(2010) Robert Nuster et al.   JOURNAL OF BIOMEDICAL OPTICS

Compressed sensing in photoacoustic tomography in vivo

(2010) Zijian Guo et al.   JOURNAL OF BIOMEDICAL OPTICS

Three-dimensional photoacoustic imaging using fiber-based line detectors

(2010) Hubert Grün et al.   JOURNAL OF BIOMEDICAL OPTICS

k-Wave: MATLAB toolbox for the simulation and reconstruction of photoacoustic wave fields

(2010) Bradley E. Treeby et al.   JOURNAL OF BIOMEDICAL OPTICS

A Reconstruction Algorithm for Photoacoustic Imaging Based on the Nonuniform FFT

(2009) M. Haltmeier et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Thermoacoustic tomography with variable sound speed

(2009) Plamen Stefanov et al.   INVERSE PROBLEMS

Multiscale photoacoustic microscopy and computed tomography

(2009) Lihong V. Wang   Nature Photonics

On Steepest-Descent-Kaczmarz methods for regularizing systems of nonlinear ill-posed equations

(2008) A. De Cezaro et al.   APPLIED MATHEMATICS AND COMPUTATION

The Application of Compressed Sensing for Photo-Acoustic Tomography

(2008) J. Provost et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Reconstruction and time reversal in thermoacoustic tomography in acoustically homogeneous and inhomogeneous media

(2008) Yulia Hristova et al.   INVERSE PROBLEMS