Hybrid deep neural network for brachial plexus nerve segmentation in ultrasound images
Ultrasound-guided regional anesthesia (UGRA) can replace general anesthesia (GA),
improving pain control and recovery time. This method can be applied on the brachial …
improving pain control and recovery time. This method can be applied on the brachial …
Brachial Plexus Nerve Trunk Segmentation Using Deep Learning: A Comparative Study with Doctors' Manual Segmentation
Ultrasound-guided nerve block anesthesia (UGNB) is a high-tech visual nerve block
anesthesia method that can observe the target nerve and its surrounding structures, the …
anesthesia method that can observe the target nerve and its surrounding structures, the …
BPSegSys: A brachial plexus nerve trunk segmentation system using deep learning
Objective Ultrasound-guided nerve block anesthesia (UGNB) is a high-tech visual nerve
block anesthesia method that can be used to observe the target nerve and its surrounding …
block anesthesia method that can be used to observe the target nerve and its surrounding …
Brachial plexus nerve trunk recognition from ultrasound images: a comparative study of deep learning models
Brachial plexus block is a common regional anesthesia method widely used in upper limb
surgery. Nowadays, ultrasound-guided brachial plexus block has been extensively used in …
surgery. Nowadays, ultrasound-guided brachial plexus block has been extensively used in …
Segmentation of ultrasound brachial plexus based on U-Net
Y Wang, J Geng, C Zhou… - … international conference on …, 2021 - ieeexplore.ieee.org
Brachial plexus block anesthesia (PNB) is one of the anesthesia methods commonly used
by anesthesiologists in surgical operations. Anesthesiologists use ultrasonic equipment to …
by anesthesiologists in surgical operations. Anesthesiologists use ultrasonic equipment to …
MallesNet: A multi-object assistance based network for brachial plexus segmentation in ultrasound images
Ultrasound-guided injection is widely used to help anesthesiologists perform anesthesia in
peripheral nerve blockade (PNB). However, it is a daunting task to accurately identify nerve …
peripheral nerve blockade (PNB). However, it is a daunting task to accurately identify nerve …
Ultrasound nerve segmentation of brachial plexus based on optimized ResU-Net
R Wang, H Shen, M Zhou - 2019 IEEE international conference …, 2019 - ieeexplore.ieee.org
The accurate ultrasound nerve segmentation has attracted wide attention, for it is beneficial
to ensure the efficacy of regional anesthesia, reducing surgical injury, and speeding up the …
to ensure the efficacy of regional anesthesia, reducing surgical injury, and speeding up the …
[PDF][PDF] Segmentation of nerve on ultrasound images using deep adversarial network
C Liu, F Liu, L Wang, L Ma, ZM Lu - Int J Innov Comput Inform Control, 2018 - ijicic.org
The nerve of brachial plexus controls the sensory of human upper limb. Accurately
segmenting this nerve structure on ultrasound images is the premise for upper limb surgical …
segmenting this nerve structure on ultrasound images is the premise for upper limb surgical …
Random fourier features-based deep learning improvement with class activation interpretability for nerve structure segmentation
CA Jimenez-Castaño, AM Álvarez-Meza… - Sensors, 2021 - mdpi.com
Peripheral nerve blocking (PNB) is a standard procedure to support regional anesthesia.
Still, correct localization of the nerve's structure is needed to avoid adverse effects; thereby …
Still, correct localization of the nerve's structure is needed to avoid adverse effects; thereby …
Automated Real Time Delineation of Supraclavicular Brachial Plexus in Neck Ultrasonography Videos: A Deep Learning Approach
Peripheral nerve blocks are crucial to treatment of post-surgical pain and are associated
with reduction in perioperative opioid use and hospital stay. Accurate interpretation of sono …
with reduction in perioperative opioid use and hospital stay. Accurate interpretation of sono …