AIMC Topic: Australia

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Using Machine Learning Algorithms to Pool Data from Meta-Analysis for the Prediction of Countermovement Jump Improvement.

International journal of environmental research and public health May 19, 2023
To solve the research-practice gap and take one step forward toward using big data with real-world evidence, the present study aims to adopt a novel method using machine learning to pool findings from meta-analyses and predict the change of countermo...
Machine Learning Algorithms Athletes Humans Australia Neural Networks, Computer
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Using Artificial Intelligence (AI) to predict organizational agility.

PloS one May 10, 2023
Since the pandemic organizations have been required to build agility to manage risks, stakeholder engagement, improve capabilities and maturity levels to deliver on strategy. Not only is there a requirement to improve performance, a focus on employee...
Australia Artificial Intelligence Work Engagement Technology
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The implementation of a real time early warning system using machine learning in an Australian hospital to improve patient outcomes.

Resuscitation May 5, 2023
BACKGROUND: Early Warning Scores (EWS) monitor inpatient deterioration predominantly using vital signs. We evaluated inpatient outcomes after implementing an Artificial Intelligence (AI) based intervention in our local EWS.
Female Hospitalization Humans Artificial Intelligence Machine Learning Aged Hospital Mortality Hospitals Male Australia
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Revisiting the video deficit in technology-saturated environments: Successful imitation from people, screens, and social robots.

Journal of experimental child psychology Apr 15, 2023
The "video deficit" is a well-documented effect whereby children learn less well about information delivered via a screen than the same information delivered in person. Research suggests that increasing social contingency may ameliorate this video de...
Australia Robotics Child, Preschool Child Social Interaction Imitative Behavior Learning Infant Humans
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Australian perspectives on artificial intelligence in veterinary practice.

Veterinary radiology & ultrasound : the official journal of the American College of Veterinary Radiology and the International Veterinary Radiology Association Apr 6, 2023
While artificial intelligence (AI) and recent developments in deep learning (DL) have sparked interest in medical imaging, there has been little commentary on the impact of AI on the veterinarian and veterinary imaging technologists. This survey stud...
Artificial Intelligence Algorithms Animals Australia Veterinary Medicine
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Robot-assisted general surgery is safe during the learning curve: a 5-year Australian experience.

Journal of robotic surgery Mar 10, 2023
Robot-assisted general surgery has become increasingly common in the Australian public sector since 2003. It provides significant technical advantages compared to laparoscopic surgery. Currently, it is estimated that the learning curve for surgeons s...
Robotic Surgical Procedures Learning Curve Robotics Laparoscopy Colorectal Neoplasms Australia Humans Retrospective Studies
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Detection of marine oil-like features in Sentinel-1 SAR images by supplementary use of deep learning and empirical methods: Performance assessment for the Great Barrier Reef marine park.

Marine pollution bulletin Feb 10, 2023
Continuous monitoring of oil discharges in coastal and open ocean waters using Earth Observation (EO) has undeniably contributed to diminishing their occurrence wherever a detection system was in place, such as in Europe (EMSA's CleanSeaNet) or in th...
Environmental Monitoring Deep Learning Australia Europe
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Same day discharge for robot-assisted radical prostatectomy: a prospective cohort study documenting an Australian approach.

ANZ journal of surgery Jan 13, 2023
BACKGROUND: The introduction of robotic surgical systems has significantly impacted urological surgery, arguably more so than other surgical disciplines. The focus of our study was length of hospital stay - patients have traditionally been discharged...
Humans Male Cohort Studies Australia Prospective Studies Pandemics Robotic Surgical Procedures Treatment Outcome Prostatectomy Robotics Patient Discharge COVID-19 Retrospective Studies
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Multi-task machine learning improves multi-seasonal prediction of the Indian Ocean Dipole.

Nature communications Dec 12, 2022
As one of the most predominant interannual variabilities, the Indian Ocean Dipole (IOD) exerts great socio-economic impacts globally, especially on Asia, Africa, and Australia. While enormous efforts have been made since its discovery to improve both...
Asia Australia Machine Learning Indian Ocean Africa
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Cost-Effectiveness and Value of Information Analysis of an Ambient Intelligent Geriatric Management (AmbIGeM) System Compared to Usual Care to Prevent Falls in Older People in Hospitals.

Applied health economics and health policy Dec 9, 2022
BACKGROUND: The Ambient Intelligent Geriatric Management (AmbIGeM) system combines wearable sensors with artificial intelligence to trigger alerts to hospital staff before a fall. A clinical trial found no effect across a heterogenous population, but...
Australia Cost-Benefit Analysis Hospitals Humans Accidental Falls Artificial Intelligence Aged
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