Automated localization and segmentation techniques for B-mode ultrasound images: A review

KM Meiburger, UR Acharya, F Molinari - Computers in biology and …, 2018 - Elsevier
B-mode ultrasound imaging is used extensively in medicine. Hence, there is a need to have
efficient segmentation tools to aid in computer-aided diagnosis, image-guided interventions …

LAEDNet: a lightweight attention encoder–decoder network for ultrasound medical image segmentation

Q Zhou, Q Wang, Y Bao, L Kong, X Jin, W Ou - Computers and Electrical …, 2022 - Elsevier
Automatic ultrasound image segmentation plays an important role in early diagnosis of
human diseases. This paper introduces a novel and efficient encoder–decoder network …

A probabilistic framework based on SLIC-superpixel and Gaussian processes for segmenting nerves in ultrasound images

JG González, MA Álvarez… - 2016 38th Annual …, 2016 - ieeexplore.ieee.org
We deal with an important problem in the field of anesthesiology known as automatic
segmentation of nerve structures depicted in ultrasound images. This is important to aid the …

Hapan: Support tool for practicing regional anesthesia in peripheral nerves

JA Hernández-Muriel, JC Mejía-Hernández… - Understanding the Brain …, 2019 - Springer
Ultrasound (US) medical imaging rises as a technique used to visualize nerve structures,
among other applications. It has been used, typically, as a tool for assisting in the practice of …

Identificación automática de nervios periféricos usando técnicas de aprendizaje automático y modelos de forma y apariencia

AF Valencia Duque - 2018 - repositorio.utp.edu.co
En este trabajo se presenta una herramienta para la segmentación automática de
estructuras nerviosas en imágenes de ultrasonido, la cual tiene como finalidad servir como …