AIMC Topic: Humans

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A Telemedicine Robot System for Assisted and Independent Living.

Sensors (Basel, Switzerland) Feb 18, 2019
The emerging demographic trends toward an aging population, demand new ways and solutions to improve the quality of elderly life. These include, prolonged independent living, improved health care, and reduced social isolation. Recent technological ad...
Assisted Living Facilities Home Care Services Self-Help Devices Telemedicine Activities of Daily Living Independent Living Humans Aged Quality of Life User-Computer Interface Monitoring, Physiologic Robotics
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Noninvasive prediction of Blood Lactate through a machine learning-based approach.

Scientific reports Feb 18, 2019
We hypothesized that blood lactate concentration([Lac]) is a function of cardiopulmonary variables, exercise intensity and some anthropometric elements during aerobic exercise. This investigation aimed to establish a mathematical model to estimate [L...
Heart Rate Healthy Volunteers Lactic Acid Respiratory Rate Oxygen Consumption Exercise Test Models, Biological Machine Learning Algorithms Female Young Adult Adult Male Middle Aged Exercise Humans
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Importance of medical data preprocessing in predictive modeling and risk factor discovery for the frailty syndrome.

BMC medical informatics and decision making Feb 18, 2019
BACKGROUND: Increasing life expectancy results in more elderly people struggling with age related diseases and functional conditions. This poses huge challenges towards establishing new approaches for maintaining health at a higher age. An important ...
Risk Factors Aged Aged, 80 and over Male Humans Machine Learning Prognosis Female Frailty Frail Elderly Data Mining Medical Informatics Applications Aging Health Surveys Models, Theoretical
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DeepUbi: a deep learning framework for prediction of ubiquitination sites in proteins.

BMC bioinformatics Feb 18, 2019
BACKGROUND: Protein ubiquitination occurs when the ubiquitin protein binds to a target protein residue of lysine (K), and it is an important regulator of many cellular functions, such as signal transduction, cell division, and immune reactions, in eu...
Humans Neural Networks, Computer Software Deep Learning Proteomics Ubiquitinated Proteins Proteome Lysine Ubiquitination
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CirGO: an alternative circular way of visualising gene ontology terms.

BMC bioinformatics Feb 18, 2019
BACKGROUND: Prioritisation of gene ontology terms from differential gene expression analyses in a two-dimensional format remains a challenge with exponentially growing data volumes. Typically, gene ontology terms are represented as tree-maps that enc...
Algorithms Cluster Analysis Gene Expression Gene Ontology Computer Graphics Humans Software
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Training improvements for ultrasound beamforming with deep neural networks.

Physics in medicine and biology Feb 18, 2019
This paper investigates practical considerations of training ultrasound deep neural network (DNN) beamformers. First, we studied training DNNs using the combination of multiple point target responses instead of single point target responses. Next, we...
Deep Learning Ultrasonography Humans Image Processing, Computer-Assisted Phantoms, Imaging Adult Male
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Interactive Compliance Control of a Wrist Rehabilitation Device (WRD) with Enhanced Training Safety.

Journal of healthcare engineering Feb 18, 2019
Interaction control plays an important role in rehabilitation devices to ensure training safety and efficacy. Compliance adaptation of interaction is vital for enabling robot movements to better suit the patient's requirements as human joint characte...
Healthy Volunteers Humans Male Stroke Rehabilitation Compliance Robotics Biomedical Engineering Adult Equipment Design Wrist Joint Biomechanical Phenomena Wrist
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Glaucoma Diagnosis with Machine Learning Based on Optical Coherence Tomography and Color Fundus Images.

Journal of healthcare engineering Feb 18, 2019
This study aimed to develop a machine learning-based algorithm for glaucoma diagnosis in patients with open-angle glaucoma, based on three-dimensional optical coherence tomography (OCT) data and color fundus images. In this study, 208 glaucomatous an...
Adult Male Middle Aged Humans Area Under Curve Algorithms Tomography, Optical Coherence Glaucoma Female Fundus Oculi Machine Learning Aged Retina Image Interpretation, Computer-Assisted
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Low-rank network signatures in the triple network separate schizophrenia and major depressive disorder.

NeuroImage. Clinical Feb 18, 2019
Brain imaging studies have revealed that functional and structural brain connectivity in the so-called triple network (i.e., default mode network (DMN), salience network (SN) and central executive network (CEN)) are consistently altered in schizophre...
Schizophrenic Psychology Magnetic Resonance Imaging Supervised Machine Learning Schizophrenia Nerve Net Male Middle Aged Depressive Disorder, Major Humans Female Young Adult Adult
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Time-dependent AI-Modeling of the anticancer efficacy of synthesized gallic acid analogues.

Computational biology and chemistry Feb 16, 2019
BACKGROUND/AIM: Main objective of this study is mapping of the anticancer efficacy of synthesized gallic acid analogues using modeling and artificial intelligence (AI) over a large range of concentrations and exposure times to explore the underline m...
Humans Gallic Acid PC-3 Cells Artificial Intelligence Machine Learning Algorithms Drug Screening Assays, Antitumor Cell Proliferation Antineoplastic Agents Support Vector Machine Structure-Activity Relationship Time Factors Dose-Response Relationship, Drug Models, Molecular Cell Line, Tumor Molecular Structure
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