AIMC Topic:
Ultrasonography

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Patch Based Texture Classification of Thyroid Ultrasound Images using Convolutional 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, 2019
Ultrasound (US) is an affordable and important imaging modality in medical imaging without potential hazards for patients and medical practitioners as compared to computed tomography which uses X-rays, magnetic resonance imaging which uses magnetic f...
Humans Ultrasonography Image Processing, Computer-Assisted Neural Networks, Computer Thyroid Gland
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3D Ultrasound Spine Image Selection Using Convolution Learning-to-Rank Algorithm.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2019
3D Ultrasound imaging has become an important means of scoliosis assessment as it is a real-time, cost-effective and radiation-free imaging technique. However, the coronal images from different depths of a 3D ultrasound image have different imaging d...
Neural Networks, Computer Algorithms Ultrasonography Humans Imaging, Three-Dimensional Spine
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A Portable Ultrasound Imaging System Utilizing Deep Generative Learning-Based Compressive Sensing On Pre-Beamformed RF Signals.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2019
Recent advances in the unsupervised and generative models of deep learning have shown promise for application in biomedical signal processing. In this work, we present a portable resource-constrained ultrasound (US) system trained using Variational A...
Signal Processing, Computer-Assisted Data Compression Deep Learning Ultrasonography Algorithms
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A Comparative Evaluation of SteamVR Tracking and the OptiTrack System for Medical Device Tracking.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2019
Tracking of medical devices can be used in diverse situations, e.g., training as well as image guidance for surgery and surgery planning. Therefore, position and orientation of a device, for instance, an ultrasound probe, need to be identified as pre...
Ultrasonography Image Processing, Computer-Assisted Robotics Equipment and Supplies Software
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Deep Learning-Based Automatic Endometrium Segmentation and Thickness Measurement for 2D Transvaginal 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, 2019
Endometrial thickness is closely related to gyneco-logical function and is an important biomarker in transvaginal ultrasound (TVUS) examinations for assessing female reproductive health. Manual measurement is time-consuming and subject to high inter-...
Deep Learning Ultrasonography Endometrium Algorithms Female Observer Variation Humans
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Automated Ultrasound Doppler Angle Estimation Using Deep Learning.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2019
Angle estimation is an important step in the Doppler ultrasound clinical workflow to measure blood velocity. It is widely recognized that incorrect angle estimation is a leading cause of error in Doppler-based blood velocity measurements. In this pap...
Ultrasonography Ultrasonography, Doppler Blood Flow Velocity Humans Deep Learning Angiography
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Artificial intelligence and amniotic fluid multiomics: prediction of perinatal outcome in asymptomatic women with short cervix.

Ultrasound in obstetrics & gynecology : the official journal of the International Society of Ultrasound in Obstetrics and Gynecology Jul 1, 2019
OBJECTIVE: To evaluate the application of artificial intelligence (AI), i.e. deep learning and other machine-learning techniques, to amniotic fluid (AF) metabolomics and proteomics, alone and in combination with sonographic, clinical and demographic ...
Proteomics Cervix Uteri Metabolomics Ultrasonography Female Pregnancy Outcome Young Adult Intensive Care Units, Neonatal Adult Artificial Intelligence Amniocentesis Humans Sensitivity and Specificity Predictive Value of Tests Retrospective Studies Cervical Length Measurement Adolescent Pregnancy Pregnancy Trimester, Second Amniotic Fluid
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Effect of a Deep Learning Framework-Based Computer-Aided Diagnosis System on the Diagnostic Performance of Radiologists in Differentiating between Malignant and Benign Masses on Breast Ultrasonography.

Korean journal of radiology May 1, 2019
OBJECTIVE: To investigate whether a computer-aided diagnosis (CAD) system based on a deep learning framework (deep learning-based CAD) improves the diagnostic performance of radiologists in differentiating between malignant and benign masses on breas...
ROC Curve Image Processing, Computer-Assisted Area Under Curve Breast Middle Aged Deep Learning Ultrasonography Retrospective Studies Sensitivity and Specificity Female Breast Neoplasms Humans Adult
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Application of artificial intelligence in gastroenterology.

World journal of gastroenterology Apr 14, 2019
Artificial intelligence (AI) using deep-learning (DL) has emerged as a breakthrough computer technology. By the era of big data, the accumulation of an enormous number of digital images and medical records drove the need for the utilization of AI to ...
Gastrointestinal Diseases Ultrasonography Image Processing, Computer-Assisted Gastroenterology Humans Endoscopy, Gastrointestinal Deep Learning Prognosis Datasets as Topic Big Data Gastrointestinal Tract
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Integrating Active Learning and Transfer Learning for Carotid Intima-Media Thickness Video Interpretation.

Journal of digital imaging Apr 1, 2019
Cardiovascular disease (CVD) is the number one killer in the USA, yet it is largely preventable (World Health Organization 2011). To prevent CVD, carotid intima-media thickness (CIMT) imaging, a noninvasive ultrasonography method, has proven to be cl...
Machine Learning Ultrasonography Video Recording Carotid Intima-Media Thickness Humans Carotid Arteries
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