AIMC Topic: Feasibility Studies
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Feasibility of high-resolution magnetic resonance imaging of the liver using deep learning reconstruction based on the deep learning denoising technique.
Magnetic resonance imaging
May 7, 2021
PURPOSE: To evaluate the feasibility of High-resolution (HR) magnetic resonance imaging (MRI) of the liver using deep learning reconstruction (DLR) based on a deep learning denoising technique compared with standard-resolution (SR) imaging.
Decoding the microstructural properties of white matter using realistic models.
NeuroImage
May 5, 2021
Multi-echo gradient echo (ME-GRE) magnetic resonance signal evolution in white matter has a strong dependence on the orientation of myelinated axons with respect to the main static field. Although analytical solutions have been able to predict some o...
Prediction of brain age from routine T2-weighted spin-echo brain magnetic resonance images with a deep convolutional neural network.
Neurobiology of aging
Apr 28, 2021
Our study investigated the feasibility and clinical relevance of brain age prediction using axial T2-weighted images (T2-WIs) with a deep convolutional neural network (CNN) algorithm. The CNN model was trained by 1,530 scans in our institution. The p...
Feasibility of deep learning-based fully automated classification of microsatellite instability in tissue slides of colorectal cancer.
International journal of cancer
Apr 27, 2021
High levels of microsatellite instability (MSI-H) occurs in about 15% of sporadic colorectal cancer (CRC) and is an important predictive marker for response to immune checkpoint inhibitors. To test the feasibility of a deep learning (DL)-based classi...
An artificial intelligence deep learning model for identification of small bowel obstruction on plain abdominal radiographs.
The British journal of radiology
Apr 27, 2021
OBJECTIVES: Small bowel obstruction is a common surgical emergency which can lead to bowel necrosis, perforation and death. Plain abdominal X-rays are frequently used as a first-line test but the availability of immediate expert radiological review i...
The Use of a Robot to Insert an Electrode Array of Cochlear Implants in the Cochlea: A Feasibility Study and Preliminary Results.
Audiology & neuro-otology
Apr 26, 2021
INTRODUCTION: Cochlear implants (CIs) are commonly used for the rehabilitation of profound bilateral hearing loss. However, patients with substantial residual acoustic hearing are potential CI candidates. Because of both improvements in technology an...
Hemopneumothorax detection through the process of artificial evolution - a feasibility study.
Military Medical Research
Apr 25, 2021
BACKGROUND: Tension pneumothorax is one of the leading causes of preventable death on the battlefield. Current prehospital diagnosis relies on a subjective clinical impression complemented by a manual thoracic and respiratory examination. These techn...
Deep Learning Improves Speed and Accuracy of Prostate Gland Segmentations on Magnetic Resonance Imaging for Targeted Biopsy.
The Journal of urology
Apr 21, 2021
PURPOSE: Targeted biopsy improves prostate cancer diagnosis. Accurate prostate segmentation on magnetic resonance imaging (MRI) is critical for accurate biopsy. Manual gland segmentation is tedious and time-consuming. We sought to develop a deep lear...
Prostate
Feasibility Studies
Datasets as Topic
Proof of Concept Study
Image-Guided Biopsy
Magnetic Resonance Imaging, Interventional
Multiparametric Magnetic Resonance Imaging
Image Processing, Computer-Assisted
Multimodal Imaging
Prostatic Neoplasms
Ultrasonography, Interventional
Male
Deep Learning
Time Factors
Humans
Software
Prospective Studies
Retrospective Studies
Reproducibility of Results
Exploiting telerobotics for sensorimotor rehabilitation: a locomotor embodiment.
Journal of neuroengineering and rehabilitation
Apr 21, 2021
BACKGROUND: Manual treadmill training is used for rehabilitating locomotor impairments but can be physically demanding for trainers. This has been addressed by enlisting robots, but in doing so, the ability of trainers to use their experience and jud...
Robot-assisted anorectal pull-through for anorectal malformations with rectourethral and rectovesical fistula: feasibility and short-term outcome.
Surgical endoscopy
Apr 20, 2021
BACKGROUND: Multiple structures in the anorectal area are closely related to defecation, voiding and sexual function. Although laparoscopic-assisted anorectal pull-through is widely accepted as a minimally invasive surgical technique, controversy sti...
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