AIMC Topic: Humans

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Histochemistry and cell biology Jan 7, 2019
Pressoreceptors Capsid Proteins Herpesviridae Carotid Sinus Humans Machine Learning Female Granulosa Cells Microscopy, Electron, Transmission Cell Proliferation Mass Spectrometry
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Design and Implementation of a Bespoke Robotic Manipulator for Extra-corporeal Ultrasound.

Journal of visualized experiments : JoVE Jan 7, 2019
With the potential for high precision, dexterity, and repeatability, a self-tracked robotic system can be employed to assist the acquisition of real-time ultrasound. However, limited numbers of robots designed for extra-corporeal ultrasound have been...
Equipment Design Phantoms, Imaging Humans Computer-Aided Design Reproducibility of Results Ultrasonography Biomechanical Phenomena Robotics
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Faster R-CNN and Geometric Transformation-Based Detection of Driver's Eyes Using Multiple Near-Infrared Camera Sensors.

Sensors (Basel, Switzerland) Jan 7, 2019
Studies are being actively conducted on camera-based driver gaze tracking in a vehicle environment for vehicle interfaces and analyzing forward attention for judging driver inattention. In existing studies on the single-camera-based method, there are...
Attention Humans Automobile Driving Neural Networks, Computer Eye Movements
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Machine Learning Models for the Prediction of Chemotherapy-Induced Peripheral Neuropathy.

Pharmaceutical research Jan 7, 2019
PURPOSE: Chemotherapy-induced peripheral neuropathy (CIPN) is a common adverse side effect of cancer chemotherapy that can be life debilitating and cause extreme pain. The multifactorial and poorly understood mechanisms of toxicity have impeded the i...
Structure-Activity Relationship Humans Antineoplastic Agents Neoplasms Drug Design Incidence Molecular Structure Neural Networks, Computer Peripheral Nervous System Diseases Machine Learning
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Effects of robot-assisted gait training in patients with Parkinson's disease: study protocol for a randomized controlled trial.

Trials Jan 7, 2019
BACKGROUND: Robot-assisted gait training (RAGT) was developed to restore gait function by promoting neuroplasticity through repetitive locomotor training and has been utilized in gait training. However, contradictory outcomes of RAGT have been report...
Parkinson Disease Randomized Controlled Trials as Topic Robotics Exercise Therapy Outcome Assessment, Health Care Single-Blind Method Gait Humans Prospective Studies Female Male Walking Speed
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A clinical text classification paradigm using weak supervision and deep representation.

BMC medical informatics and decision making Jan 7, 2019
BACKGROUND: Automatic clinical text classification is a natural language processing (NLP) technology that unlocks information embedded in clinical narratives. Machine learning approaches have been shown to be effective for clinical text classificatio...
Hip Fractures Machine Learning Datasets as Topic Algorithms Humans Smoking Neural Networks, Computer Electronic Health Records Natural Language Processing
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BO-LSTM: classifying relations via long short-term memory networks along biomedical ontologies.

BMC bioinformatics Jan 7, 2019
BACKGROUND: Recent studies have proposed deep learning techniques, namely recurrent neural networks, to improve biomedical text mining tasks. However, these techniques rarely take advantage of existing domain-specific resources, such as ontologies. I...
Data Mining Biological Ontologies Gene Ontology Deep Learning Natural Language Processing Drug Interactions Software Databases, Factual Humans Neural Networks, Computer
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Machine learning derived segmentation of phase velocity encoded cardiovascular magnetic resonance for fully automated aortic flow quantification.

Journal of cardiovascular magnetic resonance : official journal of the Society for Cardiovascular Magnetic Resonance Jan 7, 2019
BACKGROUND: Phase contrast (PC) cardiovascular magnetic resonance (CMR) is widely employed for flow quantification, but analysis typically requires time consuming manual segmentation which can require human correction. Advances in machine learning ha...
Humans Machine Learning Prospective Studies Aged Male Middle Aged Hemodynamics Retrospective Studies Female Reproducibility of Results Blood Flow Velocity Aorta Myocardial Perfusion Imaging Magnetic Resonance Imaging, Cine Heart Diseases United States Aortic Valve Image Interpretation, Computer-Assisted Automation Predictive Value of Tests Proof of Concept Study
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MRI-based attenuation correction for brain PET/MRI based on anatomic signature and machine learning.

Physics in medicine and biology Jan 7, 2019
Deriving accurate attenuation maps for PET/MRI remains a challenging problem because MRI voxel intensities are not related to properties of photon attenuation and bone/air interfaces have similarly low signal. This work presents a learning-based meth...
Aged Aged, 80 and over Young Adult Adult Tomography, X-Ray Computed Female Reproducibility of Results Image Processing, Computer-Assisted Magnetic Resonance Imaging Multimodal Imaging Positron-Emission Tomography Brain Neoplasms Male Middle Aged Machine Learning Retrospective Studies Humans
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High-performance medicine: the convergence of human and artificial intelligence.

Nature medicine Jan 7, 2019
The use of artificial intelligence, and the deep-learning subtype in particular, has been enabled by the use of labeled big data, along with markedly enhanced computing power and cloud storage, across all sectors. In medicine, this is beginning to ha...
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Medicine Physicians Deep Learning Humans Data Analysis Artificial Intelligence Algorithms
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