AIMC Topic: Young Adult
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Deep learning for fully automated tumor segmentation and extraction of magnetic resonance radiomics features in cervical cancer.
European radiology
Nov 11, 2019
OBJECTIVE: To develop and evaluate the performance of U-Net for fully automated localization and segmentation of cervical tumors in magnetic resonance (MR) images and the robustness of extracting apparent diffusion coefficient (ADC) radiomics feature...
Cooperation with autonomous machines through culture and emotion.
PloS one
Nov 11, 2019
As machines that act autonomously on behalf of others-e.g., robots-become integral to society, it is critical we understand the impact on human decision-making. Here we show that people readily engage in social categorization distinguishing humans ("...
Input representations and classification strategies for automated human gait analysis.
Gait & posture
Nov 9, 2019
BACKGROUND: Quantitative gait analysis produces a vast amount of data, which can be difficult to analyze. Automated gait classification based on machine learning techniques bear the potential to support clinicians in comprehending these complex data....
Optimized artificial neural network based performance analysis of wheelchair movement for ALS patients.
Artificial intelligence in medicine
Nov 9, 2019
Individuals with neurodegenerative attacks loose the entire motor neuron movements. These conditions affect the individual actions like walking, speaking impairment and totally make the person in to locked in state (LIS). To overcome the miserable co...
Prediction of pulmonary pressure after Glenn shunts by computed tomography-based machine learning models.
European radiology
Nov 8, 2019
OBJECTIVES: This study aimed to develop non-invasive machine learning classifiers for predicting post-Glenn shunt patients with low and high risks of a mean pulmonary arterial pressure (mPAP) > 15 mmHg based on preoperative cardiac computed tomograph...
Male
Infant
Lung
Adolescent
Child, Preschool
Prognosis
Retrospective Studies
Tomography, X-Ray Computed
Female
Young Adult
Discriminant Analysis
Double Outlet Right Ventricle
Fontan Procedure
Heart Defects, Congenital
Pulmonary Atresia
Tricuspid Atresia
Child
Logistic Models
Support Vector Machine
Blood Pressure
Bayes Theorem
Humans
Machine Learning
Algorithms
Cardiac Catheterization
Transposition of Great Vessels
Pulmonary Artery
Heart Septal Defects
Univentricular Heart
Patients' views on the implementation of artificial intelligence in radiology: development and validation of a standardized questionnaire.
European radiology
Nov 8, 2019
OBJECTIVES: The patients' view on the implementation of artificial intelligence (AI) in radiology is still mainly unexplored territory. The aim of this article is to develop and validate a standardized patient questionnaire on the implementation of A...
Forecasting Retinal Nerve Fiber Layer Thickness from Multimodal Temporal Data Incorporating OCT Volumes.
Ophthalmology. Glaucoma
Nov 8, 2019
PURPOSE: The purpose of this study was to develop a machine learning model to forecast future circumpapillary retinal nerve fiber layer (cpRNFL) thickness in eyes of healthy, glaucoma suspect, and glaucoma participants from multimodal temporal data.
Signal identification system for developing rehabilitative device using deep learning algorithms.
Artificial intelligence in medicine
Nov 8, 2019
Paralyzed patients were increasing day by day. Some of the neurodegenerative diseases like amyotrophic lateral sclerosis, Brainstem Leison, Stupor and Muscular dystrophy affect the muscle movements in the body. The affected persons were unable to mig...
ThalPred: a web-based prediction tool for discriminating thalassemia trait and iron deficiency anemia.
BMC medical informatics and decision making
Nov 7, 2019
BACKGROUND: The hypochromic microcytic anemia (HMA) commonly found in Thailand are iron deficiency anemia (IDA) and thalassemia trait (TT). Accurate discrimination between IDA and TT is an important issue and better methods are urgently needed. Altho...
Analysis of nonstandardized stress echocardiography sequences using multiview dimensionality reduction.
Medical image analysis
Nov 6, 2019
Alternative stress echocardiography protocols such as handgrip exercise are potentially more favorable towards large-scale screening scenarios than those currently adopted in clinical practice. However, these are still underexplored because the maxim...
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