AIMC Topic: Pilot Projects

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A metabolomics-based approach for non-invasive screening of fetal central nervous system anomalies.

Metabolomics : Official journal of the Metabolomic Society May 25, 2018
BACKGROUND: Central nervous system anomalies represent a wide range of congenital birth defects, with an incidence of approximately 1% of all births. They are currently diagnosed using ultrasound evaluation. However, there is strong need for a more a...
Case-Control Studies Pilot Projects Metabolome Gas Chromatography-Mass Spectrometry Female Humans Infant, Newborn Neonatal Screening Prospective Studies Adult Fetal Diseases Biomarkers Prenatal Care Fetus Pregnancy Nervous System Malformations Pregnancy Trimester, Second
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Forewarning of hypotensive events using a Bayesian artificial neural network in neurocritical care.

Journal of clinical monitoring and computing May 24, 2018
Traumatically brain injured (TBI) patients are at risk from secondary insults. Arterial hypotension, critically low blood pressure, is one of the most dangerous secondary insults and is related to poor outcome in patients. The overall aim of this stu...
Humans Neural Networks, Computer Machine Learning Critical Care False Positive Reactions Sample Size Bayes Theorem Signal Processing, Computer-Assisted Female Hypotension Sensitivity and Specificity Aged Male Aged, 80 and over Middle Aged Young Adult Diagnosis, Computer-Assisted Adult Software Pilot Projects Databases, Factual Adolescent Prospective Studies Brain Injuries, Traumatic Intensive Care Units Brain Injuries Area Under Curve
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Deep learning for staging liver fibrosis on CT: a pilot study.

European radiology May 14, 2018
OBJECTIVES: To investigate whether liver fibrosis can be staged by deep learning techniques based on CT images.
Humans Retrospective Studies Tomography, X-Ray Computed Deep Learning Pilot Projects ROC Curve Liver Cirrhosis Image Interpretation, Computer-Assisted Female Aged Male Middle Aged
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Artificial Intelligence-Assisted Polyp Detection for Colonoscopy: Initial Experience.

Gastroenterology Apr 11, 2018
Colonic Polyps Medical Errors Pilot Projects Image Processing, Computer-Assisted Adenoma Colonic Neoplasms Humans Artificial Intelligence Female Aged Male Middle Aged Colon Colonoscopy
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Feasibility of a real-time hand hygiene notification machine learning system in outpatient clinics.

The Journal of hospital infection Apr 9, 2018
BACKGROUND: Various technologies have been developed to improve hand hygiene (HH) compliance in inpatient settings; however, little is known about the feasibility of machine learning technology for this purpose in outpatient clinics.
Humans Machine Learning Pilot Projects Cross Infection Costs and Cost Analysis Time Factors Hand Hygiene Guideline Adherence Ambulatory Care Facilities
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Super-resolution musculoskeletal MRI using deep learning.

Magnetic resonance in medicine Mar 26, 2018
PURPOSE: To develop a super-resolution technique using convolutional neural networks for generating thin-slice knee MR images from thicker input slices, and compare this method with alternative through-plane interpolation methods.
Osteoarthritis, Knee Phantoms, Imaging Cartilage Diseases Knee Pilot Projects Humans Imaging, Three-Dimensional Algorithms Magnetic Resonance Imaging Deep Learning Signal-To-Noise Ratio
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Robotically-driven orthoses exert proximal-to-distal differential recovery on the lower limbs in children with hemiplegia, early after acquired brain injury.

European journal of paediatric neurology : EJPN : official journal of the European Paediatric Neurology Society Mar 23, 2018
Robotically-driven orthoses (RDO) are promising for treating gait impairment in children with hemiplegia after acquired brain injury (ABI). Despite this, existing literature on the employment of RDO in ABI is scanty, and cohorts' age spans throughout...
Male Pilot Projects Adolescent Child Humans Brain Injuries Orthotic Devices Lower Extremity Prospective Studies Robotics Hemiplegia Gait Female Exercise Therapy Biomechanical Phenomena
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The Society of European Robotic Gynaecological Surgery (SERGS) Pilot Curriculum for robot-assisted gynaecological surgery: authors' reply to a letter to the editor.

Archives of gynecology and obstetrics Mar 21, 2018
Curriculum Gynecologic Surgical Procedures Humans Female Pilot Projects Robotics Robotic Surgical Procedures
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Detection of Pathological Voice Using Cepstrum Vectors: A Deep Learning Approach.

Journal of voice : official journal of the Voice Foundation Mar 19, 2018
OBJECTIVES: Computerized detection of voice disorders has attracted considerable academic and clinical interest in the hope of providing an effective screening method for voice diseases before endoscopic confirmation. This study proposes a deep-learn...
Retrospective Studies Female Reproducibility of Results Aged Aged, 80 and over Young Adult Adult Male Middle Aged Humans Vocal Cords Speech Production Measurement Predictive Value of Tests Voice Quality Diagnosis, Computer-Assisted Signal Processing, Computer-Assisted Dysphonia Deep Learning Acoustics Pilot Projects Sound Spectrography Support Vector Machine Speech Acoustics
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Pilot study of Society of European Robotic Gynecological Surgery (SERGS) curriculum for robot-assisted surgery.

Archives of gynecology and obstetrics Mar 17, 2018
Gynecologic Surgical Procedures Pilot Projects Robotics Robotic Surgical Procedures Curriculum Humans Female
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