AIMC Topic:
Ultrasonography
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Accurate Identification of Fatty Liver Disease in Data Warehouse Utilizing Natural Language Processing.
Digestive diseases and sciences
Aug 31, 2017
INTRODUCTION: Natural language processing is a powerful technique of machine learning capable of maximizing data extraction from complex electronic medical records.
Automated diagnosis of myositis from muscle ultrasound: Exploring the use of machine learning and deep learning methods.
PloS one
Aug 30, 2017
OBJECTIVE: To evaluate the use of ultrasound coupled with machine learning (ML) and deep learning (DL) techniques for automated or semi-automated classification of myositis.
Ultrasound image-based thyroid nodule automatic segmentation using convolutional neural networks.
International journal of computer assisted radiology and surgery
Jul 31, 2017
PURPOSE: Delineation of thyroid nodule boundaries from ultrasound images plays an important role in calculation of clinical indices and diagnosis of thyroid diseases. However, it is challenging for accurate and automatic segmentation of thyroid nodul...
Training Surgical Residents With a Haptic Robotic Central Venous Catheterization Simulator.
Journal of surgical education
Jun 20, 2017
OJECTIVE: Ultrasound guided central venous catheterization (CVC) is a common surgical procedure with complication rates ranging from 5 to 21 percent. Training is typically performed using manikins that do not simulate anatomical variations such as ob...
Cascade convolutional neural networks for automatic detection of thyroid nodules in ultrasound images.
Medical physics
Apr 17, 2017
PURPOSE: It is very important for calculation of clinical indices and diagnosis to detect thyroid nodules from ultrasound images. However, this task is a challenge mainly due to heterogeneous thyroid nodules with distinct components are similar to ba...
Force-assisted ultrasound imaging system through dual force sensing and admittance robot control.
International journal of computer assisted radiology and surgery
Mar 25, 2017
PURPOSE: Ultrasound imaging has been a gold standard for clinical diagnoses due to its unique advantages compared to other imaging modalities including: low cost, noninvasiveness, and safeness to the human body. However, the ultrasound scanning proce...
On the reproducibility of expert-operated and robotic ultrasound acquisitions.
International journal of computer assisted radiology and surgery
Mar 20, 2017
PURPOSE: We present the evaluation of the reproducibility of measurements performed using robotic ultrasound imaging in comparison with expert-operated sonography. Robotic imaging for interventional procedures may be a valuable contribution, but requ...
Acoustic window planning for ultrasound acquisition.
International journal of computer assisted radiology and surgery
Mar 11, 2017
UNLABELLED: Autonomous robotic ultrasound has recently gained considerable interest, especially for collaborative applications. Existing methods for acquisition trajectory planning are solely based on geometrical considerations, such as the pose of t...
A Computer-Aided Diagnosis System Using Artificial Intelligence for the Diagnosis and Characterization of Thyroid Nodules on Ultrasound: Initial Clinical Assessment.
Thyroid : official journal of the American Thyroid Association
Feb 28, 2017
BACKGROUND: An initial clinical assessment is described of a new, commercially available, computer-aided diagnosis (CAD) system using artificial intelligence (AI) for thyroid ultrasound, and its performance is evaluated in the diagnosis of malignant ...
Male
Middle Aged
Diagnosis, Computer-Assisted
Ultrasonography
Thyroid Nodule
Thyroid Diseases
Thyroid Neoplasms
Carcinoma, Papillary
Humans
Female
ROC Curve
Artificial Intelligence
Biopsy, Large-Core Needle
Aged
Adult
Thyroid Cancer, Papillary
Area Under Curve
Sensitivity and Specificity
Biopsy, Fine-Needle
MRI guided focused ultrasound robotic system for animal experiments.
The international journal of medical robotics + computer assisted surgery : MRCAS
Feb 17, 2017
BACKGROUND: In this paper an MRI-guided focused ultrasound (MRgFUS) robotic system was developed that can be used for conducting experiments in small animals.The target for this robotic system regarding motion was to move a therapeutic ultrasound tra...
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