AIMC Topic:
Ultrasonography

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Utilizing Deep Learning to Identify an Ultrasound-guided Nerve Block Target Zone.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2023
Ultrasound guided nerve blocks are increasingly being used in perioperative care as a means of safely delivering analgesia. Unfortunately, identifying nerves in ultrasound images presents a challenging task for novice anesthesiologists. Drawing from ...
Abdominal Muscles Nerve Block Ultrasonography, Interventional Deep Learning Ultrasonography
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Pose Estimation of Ultrasound Probe Using CNN and RNN with Image Reconstruction Loss.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2023
It is necessary to estimate the pose of the probe with high accuracy to reconstruct 3D ultrasound (US) images only from US image sequences scanned by a 1D-array probe. We propose the probe pose estimation method using Convolutional Neural Network (CN...
Neural Networks, Computer Image Processing, Computer-Assisted Ultrasonography Imaging, Three-Dimensional
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Individualized Ultrasound-Guided Intervention Phantom Development, Fabrication, and Proof of Concept.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2023
Commercial ultrasound vascular phantoms lack the anatomic diversity required for robust pre-clinical interventional device testing. We fabricated individualized phantoms to test an artificial intelligence enabled ultrasound-guided surgical robotic sy...
Humans Ultrasonography, Interventional Needles Animals Artificial Intelligence Phantoms, Imaging Ultrasonography
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Prescriptive Method for Optimizing Cost of Data Collection and Annotation in Machine Learning of Clinical Ultrasound.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2023
UNLABELLED: Machine learning in medical ultrasound faces a major challenge: the prohibitive costs of producing and annotating clinical data. Optimizing the data collection and annotation will improve model training efficiency, reducing project cost a...
Problem-Based Learning Machine Learning Ultrasonography Data Collection
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Full Spatial Muscle Fiber Orientation Estimation From Ultrasound Images Using a Multitask Deformable Residual Neural Network.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2023
This paper proposes a multitask deformable residual neural network, for full spatial muscle fiber orientation (MFO) estimation from ultrasound (US) images. It is developed based on the state-of-the-art model of residual UNet (ResUNet), which combines...
Humans Healthy Volunteers Muscle Fibers, Skeletal Neural Networks, Computer Ultrasonography
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Introduction to Point-of-Care Ultrasonography.

AACN advanced critical care Jun 15, 2023
Medical ultrasonography was first used as a diagnostic tool in 1942 by Theodore Karl Dussik to visualize brain structures. Use of ultrasonography broadened to the field of obstetrics in the 1950s and has since expanded to many other medical special-t...
Point-of-Care Systems Ultrasonography Female Reproducibility of Results Pregnancy Humans Artificial Intelligence
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Basic performance of domestic surgical robot and the safety and effectiveness of integrated energy equipment.

Zhong nan da xue xue bao. Yi xue ban = Journal of Central South University. Medical sciences Feb 28, 2023
OBJECTIVES: Surgical robot system has broken the limitation of traditional surgery and shown excellent performance in surgery, and has been widely used in minimally invasive treatment in most areas of surgery. This study aims to verify the basic perf...
Robotics Laparoscopy Animals Ultrasonography
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Machine learning analysis of breast ultrasound to classify triple negative and HER2+ breast cancer subtypes.

Breast disease Jan 1, 2023
OBJECTIVES: Early diagnosis of triple-negative (TN) and human epidermal growth factor receptor 2 positive (HER2+) breast cancer is important due to its increased risk of micrometastatic spread necessitating early treatment and for guiding targeted th...
Female Receptor, ErbB-2 Breast Neoplasms Humans Ultrasonography Middle Aged Retrospective Studies Machine Learning Triple Negative Breast Neoplasms Pilot Projects
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Deep learning radiomics of ultrasonography for differentiating sclerosing adenosis from breast cancer.

Clinical hemorheology and microcirculation Jan 1, 2023
OBJECTIVES: The purpose of our study is to present a method combining radiomics with deep learning and clinical data for improved differential diagnosis of sclerosing adenosis (SA)and breast cancer (BC).
Female Breast Neoplasms Deep Learning Ultrasonography Area Under Curve Humans Breast Retrospective Studies
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[Artificial intelligence technology enables ultrasonography in precision diagnosisand treatment of liver diseases].

Zhongguo xue xi chong bing fang zhi za zhi = Chinese journal of schistosomiasis control Oct 12, 2022
Liver disease is one of the major problems affecting human health. Ultrasound plays an important role in diagnosis and treatment of diffuse and focal liver diseases. However, conventional ultrasound evaluation is subjective and provides limited infor...
Ultrasonography Artificial Intelligence Humans Technology Liver Diseases
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