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Latest AI and machine learning research in surveys for healthcare professionals.

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Machine learning algorithm validation with a limited sample size.

Advances in neuroimaging, genomic, motion tracking, eye-tracking and many other technology-based dat...

(1)
Nov 2019 31697686
An Exploration of Machine Learning Methods for Robust Boredom Classification Using EEG and GSR Data.

In recent years, affective computing has been actively researched to provide a higher level of emoti...

(2)
Oct 2019 31635194
Measuring and improving adaptive capacity in resilient systems by means of an integrated DEA-Machine learning approach.

Resilient systems strive to enhance the safety of complex systems through building and developing ad...

Oct 2019 31622791
Self Multi-Head Attention-based Convolutional Neural Networks for fake news detection.

With the rapid development of the internet, social media has become an essential tool for getting in...

Sep 2019 31557213
Leveraging implicit expert knowledge for non-circular machine learning in sepsis prediction.

Sepsis is the leading cause of death in non-coronary intensive care units. Moreover, a delay of anti...

Sep 2019 31607345
An investigation of quantitative accuracy for deep learning based denoising in oncological PET.

Reducing radiation dose is important for PET imaging. However, reducing injection doses causes incre...

Aug 2019 31307019
Hidden bias in the DUD-E dataset leads to misleading performance of deep learning in structure-based virtual screening.

Recently much effort has been invested in using convolutional neural network (CNN) models trained on...

Aug 2019 31430292
Machine-Learning-Based Detection of Craving for Gaming Using Multimodal Physiological Signals: Validation of Test-Retest Reliability for Practical Use.

Internet gaming disorder in adolescents and young adults has become an increasing public concern bec...

Aug 2019 31395802
Machine Learning Model for Imbalanced Cholera Dataset in Tanzania.

Cholera epidemic remains a public threat throughout history, affecting vulnerable population living ...

(2)
Jul 2019 31427903
Detecting Mistakes in CPR Training with Multimodal Data and Neural Networks.

This study investigated to what extent multimodal data can be used to detect mistakes during Cardiop...

Jul 2019 31337029
Machine learning models accurately predict ozone exposure during wildfire events.

Epidemiologists use prediction models to downscale (i.e., interpolate) air pollution exposure where ...

(1)
Jul 2019 31421571
Isokinetic Robotic Device to Improve Test-Retest and Inter-Rater Reliability for Stretch Reflex Measurements in Stroke Patients with Spasticity.

Measuring spasticity is important in treatment planning and determining efficacy after treatment. Ho...

Jun 2019 31259910
Improving the repeatability of two-rate model parameter estimations by using autoencoder networks.

The adaptive changes elicited in visuomotor adaptation experiments are usually well explained at gro...

Jun 2019 31325978
Using heart rate profiles during sleep as a biomarker of depression.

BACKGROUND: Abnormalities in heart rate during sleep linked to impaired neuro-cardiac modulation may...

Jun 2019 31174510
Providing Aging Adults Social Robots' Companionship in Home-Based Elder Care.

Population aging is increasingly serious. The application of social robots for home-based elder care...

Jun 2019 31281615
Assessing the concurrent validity of a gait analysis system integrated into a smart walker in older adults with gait impairments.

OBJECTIVE: To assess the concurrent validity of a smart walker-integrated gait analysis system with ...

May 2019 31131630
Computational neurology of gravity perception involving semicircular canal dysfunction in unilateral vestibular lesions.

Unilateral peripheral vestibular lesions not only lead to vertigo, nystagmus and imbalance, but also...

(1)
May 2019 31239142
See your mental state from your walk: Recognizing anxiety and depression through Kinect-recorded gait data.

As the challenge of mental health problems such as anxiety and depression increasing today, more con...

May 2019 31116785
Machine Learning to Predict Outcomes in Patients with Acute Gastrointestinal Bleeding: A Systematic Review.

Risk stratification of patients with gastrointestinal bleeding (GIB) is recommended, but current ris...

May 2019 31055722
Research on Patient Satisfaction of Robotic Telerounding: A Pilot Study in a Korean Population.

OBJECTIVES: To evaluate the efficacy and functionality of robotic telerounding among Korean patients...

May 2019 31059727
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