AIMC Topic: Australia

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Multi-model fusion short-term power load forecasting based on improved WOA optimization.

Mathematical biosciences and engineering : MBE
The high accuracy of short-term power load forecasting has a pivotal role in helping power companies to construct reasonable production scheduling plans and avoid resource waste. In this paper, a multi-model short-term power load prediction method ba...

Predicting Readmission Following Hospital Treatment for Patients with Alcohol Related Diagnoses in an Australian Regional Health District.

Studies in health technology and informatics
This study aims to investigate the prediction of hospital readmission of alcohol use disorder patients within 28 days of discharge and compare the performance of six machine learning methods i.e., random forest (RF), logistics regression, linear supp...

Ethics and standards in the use of artificial intelligence in medicine on behalf of the Royal Australian and New Zealand College of Radiologists.

Journal of medical imaging and radiation oncology
INTRODUCTION: The Royal Australian and New Zealand College of Radiologists (RANZCR) led the medical community in Australia and New Zealand in considering the impact of machine learning and artificial intelligence (AI) in health care. RANZCR identifie...

Maintaining Privacy in Artificial Intelligence-driven Bioinformatics: An Inquiry into the Suitability of Australia's Laws.

Journal of law and medicine
Since its humble origins in 1950, artificial intelligence (AI) has experienced exponential growth. In 2020 it seems that there is an AI for just about every aspect of life - from targeted advertising to minimally invasive surgery. It is generally tho...

Embracing the Future: Using Artificial Intelligence in Australian Health Practitioner Regulation.

Journal of law and medicine
Artificial intelligence (AI) - computerised technology that imitates aspects of human intelligence - is developing at a rapid pace. It is increasingly used to improve the efficiency and effectiveness of multifarious processes in private industry and ...

Development of an artificial intelligence-based assessment model for prediction of embryo viability using static images captured by optical light microscopy during IVF.

Human reproduction (Oxford, England)
STUDY QUESTION: Can an artificial intelligence (AI)-based model predict human embryo viability using images captured by optical light microscopy?

Coding and classifying GP data: the POLAR project.

BMJ health & care informatics
BACKGROUND: Data, particularly 'big' data are increasingly being used for research in health. Using data from electronic medical records optimally requires coded data, but not all systems produce coded data.