AIMC Topic: Male

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EEG based Classification of Long-term Stress Using Psychological Labeling.

Sensors (Basel, Switzerland) Mar 29, 2020
Stress research is a rapidly emerging area in the field of electroencephalography (EEG) signal processing. The use of EEG as an objective measure for cost effective and personalized stress management becomes important in situations like the nonavaila...
Signal Processing, Computer-Assisted Brain-Computer Interfaces Male Stress, Psychological Support Vector Machine Electroencephalography Machine Learning Algorithms Female Young Adult Adult Humans
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Classification of pulmonary lesion based on multiparametric MRI: utility of radiomics and comparison of machine learning methods.

European radiology Mar 28, 2020
OBJECTIVES: We develop and validate a radiomics model based on multiparametric magnetic resonance imaging (MRI) in the classification of the pulmonary lesion and identify optimal machine learning methods.
Retrospective Studies Female Aged Humans Machine Learning Lung Diseases Young Adult Multiparametric Magnetic Resonance Imaging Lung Adult Cohort Studies Male ROC Curve Middle Aged Support Vector Machine
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Brain MRI analysis using a deep learning based evolutionary approach.

Neural networks : the official journal of the International Neural Network Society Mar 28, 2020
Convolutional neural network (CNN) models have recently demonstrated impressive performance in medical image analysis. However, there is no clear understanding of why they perform so well, or what they have learned. In this paper, a three-dimensional...
Adolescent Humans Child Algorithms Neural Networks, Computer Longitudinal Studies Brain Adult Alzheimer Disease Female Magnetic Resonance Imaging Male Autistic Disorder Young Adult Middle Aged Biological Evolution Deep Learning
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Effects of robotic gait training after stroke: A meta-analysis.

Annals of physical and rehabilitation medicine Mar 27, 2020
BACKGROUND: Robotic devices are often used in rehabilitation and might be efficient to improve walking capacity after stroke.
Female Aged Aged, 80 and over Male Middle Aged Humans Gait Physical Therapy Modalities Treatment Outcome Stroke Rehabilitation Randomized Controlled Trials as Topic Robotics Stroke
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Segmentation of prostate and prostate zones using deep learning : A multi-MRI vendor analysis.

Strahlentherapie und Onkologie : Organ der Deutschen Rontgengesellschaft ... [et al] Mar 27, 2020
PURPOSE: Develop a deep-learning-based segmentation algorithm for prostate and its peripheral zone (PZ) that is reliable across multiple MRI vendors.
Algorithms Male Deep Learning Imaging, Three-Dimensional Humans Datasets as Topic Stochastic Processes Magnetic Resonance Imaging Prostate
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A propositional AI system for supporting epilepsy diagnosis based on the 2017 epilepsy classification: Illustrated by Dravet syndrome.

Epilepsy & behavior : E&B Mar 27, 2020
PURPOSE: The 2017 epilepsy and seizure diagnosis framework emphasizes epilepsy syndromes and the etiology-based approach. We developed a propositional artificial intelligence (AI) system based on the above concepts to support physicians in the diagno...
Male Adolescent Epilepsy Epilepsies, Myoclonic Humans Artificial Intelligence
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Analyzing and learning the language for different types of harassment.

PloS one Mar 27, 2020
THIS ARTICLE USES WORDS OR LANGUAGE THAT IS CONSIDERED PROFANE, VULGAR, OR OFFENSIVE BY SOME READERS. The presence of a significant amount of harassment in user-generated content and its negative impact calls for robust automatic detection approaches...
Male Humans Sexual Harassment Social Media Machine Learning Harassment, Non-Sexual Data Collection Language Linguistics Female
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Predicting alcohol dependence treatment outcomes: a prospective comparative study of clinical psychologists versus 'trained' machine learning models.

Addiction (Abingdon, England) Mar 26, 2020
BACKGROUND AND AIMS: Clinical staff are typically poor at predicting alcohol dependence treatment outcomes. Machine learning (ML) offers the potential to model complex clinical data more effectively. This study tested the predictive accuracy of ML al...
Female Aged Young Adult Adult Machine Learning Algorithms Prospective Studies Prognosis Treatment Outcome Australia Psychology Alcoholism Cognitive Behavioral Therapy Male Middle Aged Adolescent Logistic Models Humans
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Automated detection algorithm for C4d immunostaining showed comparable diagnostic performance to pathologists in renal allograft biopsy.

Modern pathology : an official journal of the United States and Canadian Academy of Pathology, Inc Mar 26, 2020
A deep learning-based image analysis could improve diagnostic accuracy and efficiency in pathology work. Recently, we proposed a deep learning-based detection algorithm for C4d immunostaining in renal allografts. The objective of this study is to ass...
Complement C4b Humans Peptide Fragments Kidney Transplantation Biopsy Immunohistochemistry Middle Aged Allografts Deep Learning Graft Rejection Female Male
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Dynamic ElecTronic hEalth reCord deTection (DETECT) of individuals at risk of a first episode of psychosis: a case-control development and validation study.

The Lancet. Digital health Mar 26, 2020
BACKGROUND: Many individuals who will experience a first episode of psychosis (FEP) are not detected before occurrence, limiting the effect of preventive interventions. The combination of machine-learning methods and electronic health records (EHRs) ...
ROC Curve Data Management Area Under Curve Models, Biological Middle Aged Risk Assessment Case-Control Studies Cohort Studies Schizophrenia Psychotic Disorders Datasets as Topic Data Analysis Delivery of Health Care Databases, Factual Prognosis Female Adult Male Retrospective Studies Electronic Health Records Humans Neural Networks, Computer Machine Learning
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