output
20082026
most citedA review of deep learning in medical imaging: Imaging traits, technology trends, case studies with progress highlights, and future promises

1.1k citations

Showing physics.med-phShow all

9 papers · 1 filter

physics.med-ph2026

Imaging of ultrasound specularity at cortical bone interfaces to detect unbalanced remodeling: A preliminary study

Amadou S. Dia, Salomé Vignat, Guillaume Renaud +1

The region near the interface between cortical bone and the medullary cavity (the endosteal surface) is of particular interest for the early detection of osteoporosis. This region…

physics.med-ph2024

Rosette spectroscopic imaging for whole-brain metabolite mapping at 7T: acceleration potential and reproducibility

Zhiwei Huang, Uzay Emir, Andre Doring +4

Whole-brain proton magnetic resonance spectroscopic imaging (1H-MRSI) is a non-invasive technique for assessing neurochemical distribution in the brain, offering valuable insights…

physics.med-ph2024★ 8 cited

Ultrasound matrix imaging for 3D transcranial in vivo localization microscopy

Flavien Bureau, Louise Denis, Antoine Coudert +3

Transcranial ultrasound imaging is usually limited by skull-induced attenuation and high-order aberrations. By using contrast agents such as microbubbles in combination with ultraf…

physics.med-ph2024★ 2 cited

Electron FLASH platform for pre-clinical research: LINAC modification, simplification of pulse control and dosimetry

Banghao Zhou, Lixiang Guo, Weiguo Lu +7

Background: FLASH radiotherapy is a treatment regime that delivers therapeutic dose to tumors at an ultra-high dose rate while maintaining adequate normal tissue sparing. However,…

physics.med-ph2023★ 3 cited

Motion rejection and spectral unmixing for accurate estimation of in vivo oxygen saturation using multispectral optoacoustic tomography

Mitradeep Sarkar, Mailyn Pérez-Liva, Gilles Renault +2

Multispectral Optoacoustic Tomography (MSOT) uniquely enables spatial mapping in high resolution of oxygen saturation (SO), with potential applications in studying pathological…

physics.med-ph2023★ 5 cited

Cramér-Rao Bound Optimized Subspace Reconstruction in Quantitative MRI

Andrew Mao, Sebastian Flassbeck, Cem Gultekin +1

We extend the traditional framework for estimating subspace bases that maximize the preserved signal energy to additionally preserve the Cramér-Rao bound (CRB) of the biophysical p…