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Ultrasonography
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Convolutional neural network-based automatic classification of midsagittal tongue gestural targets using B-mode ultrasound images.
The Journal of the Acoustical Society of America
Jun 1, 2017
Tongue gestural target classification is of great interest to researchers in the speech production field. Recently, deep convolutional neural networks (CNN) have shown superiority to standard feature extraction techniques in a variety of domains. In ...
Transfer Learning with Convolutional Neural Networks for Classification of Abdominal Ultrasound Images.
Journal of digital imaging
Apr 1, 2017
The purpose of this study is to evaluate transfer learning with deep convolutional neural networks for the classification of abdominal ultrasound images. Grayscale images from 185 consecutive clinical abdominal ultrasound studies were categorized int...
Diagnosis and Management of Polycythemia Vera in a Ferret ().
Comparative medicine
Dec 1, 2016
A 5-y-old female ferret (Mustela putorius furo) was evaluated for diarrhea, anorexia, and lethargy for 1 wk. Only mild dehydration was detected on physical examination. CBC analysis revealed marked erythrocytosis with an unremarkable plasma biochemis...
Antiphospholipid Syndrome with Antiβ2glicoprotein-1 Antibodies as the Cause of Recurrent Tibial Vein Thrombosis in SAPHO syndrome.
Acta dermatovenerologica Croatica : ADC
Dec 1, 2016
The antiphospholipid antibody syndrome is defined by the presence of antiphospholipid antibodies in patients with recurrent venous or arterial thromboembolism (1). SAPHO syndrome is a rare disease, characterized by specific clinical manifestations of...
Computer aided prognosis for cell death categorization and prediction in vivo using quantitative ultrasound and machine learning techniques.
Medical physics
Dec 1, 2016
PURPOSE: At present, a one-size-fits-all approach is typically used for cancer therapy in patients. This is mainly because there is no current imaging-based clinical standard for the early assessment and monitoring of cancer treatment response. Here,...
Robotic intrafractional US guidance for liver SABR: System design, beam avoidance, and clinical imaging.
Medical physics
Nov 1, 2016
PURPOSE: To present a system for robotic 4D ultrasound (US) imaging concurrent with radiotherapy beam delivery and estimate the proportion of liver stereotactic ablative body radiotherapy (SABR) cases in which robotic US image guidance can be deploye...
An automated bladder volume measurement algorithm by pixel classification using random forests.
Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
Aug 1, 2016
Residual bladder volume measurement is a very important marker for patients with urinary retention problems. To be able to monitor patients with these conditions at the bedside by nurses or in an out patient setting by general physicians, hand held u...
Medical ultrasound diagnosis in the near future as we move toward the era of the singularity.
Journal of medical ultrasonics (2001)
Jul 1, 2016
An Unusual Presentation of Parathyroid Adenoma in an Adolescent: Calcific Achilles Tendinitis.
Journal of clinical research in pediatric endocrinology
Dec 1, 2015
Primary hyperparathyroidism (PHPT) in children and adolescents is a rare condition. PHPT is usually sporadic and caused by parathyroid adenoma. Patients may present with bone pain, proximal myopathy, bony deformities, fractures, renal calculi, mass o...
Cardiac Function in Newborns with Congenital Hypothyroidism: Association with Thyroid-Stimulating Hormone Levels.
Journal of clinical research in pediatric endocrinology
Dec 1, 2015
OBJECTIVE: The aims of this study were to demonstrate ventricular function changes in patients with congenital hypothyroidism and to investigate whether there is an association between any such changes and thyroid-stimulating hormone (TSH) levels usi...
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