RecON: Online learning for sensorless freehand 3D ultrasound reconstruction

M Luo, X Yang, H Wang, H Dou, X Hu, Y Huang… - Medical Image …, 2023 - Elsevier
Sensorless freehand 3D ultrasound (US) reconstruction based on deep networks shows
promising advantages, such as large field of view, relatively high resolution, low cost, and …

Ultrasound volume reconstruction from freehand scans without tracking

H Guo, H Chao, S Xu, BJ Wood… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Transrectal ultrasound is commonly used for guiding prostate cancer biopsy, where 3D
ultrasound volume reconstruction is often desired. Current methods for 3D reconstruction …

Three-dimensional visualization of thyroid ultrasound images based on multi-scale features fusion and hierarchical attention

J Mi, R Wang, Q Feng, L Han, Y Zhuang… - BioMedical Engineering …, 2024 - Springer
Background Ultrasound three-dimensional visualization, a cutting-edge technology in
medical imaging, enhances diagnostic accuracy by providing a more comprehensive and …

[HTML][HTML] A narrative review of deep learning in thyroid imaging: current progress and future prospects

WT Yang, BY Ma, Y Chen - Quantitative Imaging in Medicine and …, 2024 - ncbi.nlm.nih.gov
Methods We searched for English-language articles published between April 2018 and
September 2023 in the databases of PubMed, Web of Science, and Google Scholar. The …

Tattoo tomography: Freehand 3D photoacoustic image reconstruction with an optical pattern

N Holzwarth, M Schellenberg, J Gröhl, K Dreher… - International Journal of …, 2021 - Springer
Purpose Photoacoustic tomography (PAT) is a novel imaging technique that can spatially
resolve both morphological and functional tissue properties, such as vessel topology and …

Long-term Dependency for 3D Reconstruction of Freehand Ultrasound Without External Tracker

Q Li, Z Shen, Q Li, DC Barratt, T Dowrick… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Objective: Reconstructing freehand ultrasound in 3D without any external tracker has been a
long-standing challenge in ultrasound-assisted procedures. We aim to define new ways of …

Nonrigid Reconstruction of Freehand Ultrasound without a Tracker

Q Li, Z Shen, Q Yang, DC Barratt, MJ Clarkson… - arXiv preprint arXiv …, 2024 - arxiv.org
Reconstructing 2D freehand Ultrasound (US) frames into 3D space without using a tracker
has recently seen advances with deep learning. Predicting good frame-to-frame rigid …

Volumetric Ultrasound Imaging for the Whole Soft Tissue: Toward Enhanced Thyroid Disease Examination

X Cheng, E Shen, Y Cai, K Fan, L Gong, J Wu… - Ultrasound in Medicine …, 2024 - Elsevier
Objectives Ultrasound imaging (USI) is the gold standard in the clinical diagnosis of thyroid
diseases. Compared with two-dimensional (2D) USI, three-dimensional (3D) USI could …

Transducer adaptive ultrasound volume reconstruction

H Guo, S Xu, BJ Wood, P Yan - 2021 IEEE 18th International …, 2021 - ieeexplore.ieee.org
Reconstructed 3D ultrasound volume provides more context information than a sequence of
2D scanning frames, which is desirable for various clinical applications such as ultrasound …

Segmentation-guided Medical Image Registration

V Raveendran, V Spieker, RF Braren… - … für die Medizin 2024 …, 2024 - books.google.com
Medical image registration methods can strongly benefit from anatomical labels, which can
be provided by segmentation networks at reduced labeling effort. Yet, label noise may …