AIMC Topic: Forecasting

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Predicting ventilator-associated pneumonia with machine learning.

Medicine
Ventilator-associated pneumonia (VAP) is the most common and fatal nosocomial infection in intensive care units (ICUs). Existing methods for identifying VAP display low accuracy, and their use may delay antimicrobial therapy. VAP diagnostics derived ...

AI-Driven Transformation of Dental Benefits.

Compendium of continuing education in dentistry (Jamesburg, N.J. : 1995)
2021 is shaping up to be the year of artificial intelligence (AI) for the dental industry. Not only are providers adopting AI at a rapid pace, payers are tapping this technology to automate their claims review operations and reduce friction in provid...

Big data and predictive modelling for the opioid crisis: existing research and future potential.

The Lancet. Digital health
A need exists to accurately estimate overdose risk and improve understanding of how to deliver treatments and interventions in people with opioid use disorder in a way that reduces such risk. We consider opportunities for predictive analytics and rou...

How Artificial Intelligence for Healthcare Look Like in the Future?

Studies in health technology and informatics
Research on artificial intelligence (AI) for healthcare gained interest in recent years. However, the use of AI in daily clinical practice is still rare. We created and distributed an online survey among professionals working within the health inform...

GAN-Based Prediction of Time Series.

Studies in health technology and informatics
The study aims at generating initial and directional insights in the applicability of conditional recurrent generative adversarial nets for the imputation and forecasting of medical time series data. Our experiment with blood pressure series showed t...

Use of Artificial Intelligence in Dentistry: Current Clinical Trends and Research Advances.

Journal (Canadian Dental Association)
The field of artificial intelligence (AI) has experienced spectacular development and growth over the past two decades. With recent progress in digitized data acquisition, machine learning and computing infrastructure, AI applications are expanding i...

Development and validation of a machine learning model to predict mortality risk in patients with COVID-19.

BMJ health & care informatics
New York City quickly became an epicentre of the COVID-19 pandemic. An ability to triage patients was needed due to a sudden and massive increase in patients during the COVID-19 pandemic as healthcare providers incurred an exponential increase in wor...

Stock price forecasting based on Hausdorff fractional grey model with convolution and neural network.

Mathematical biosciences and engineering : MBE
Forecast of stock prices can guide investors' investment decisions. Due to the high-dimensional and long-memory characteristics of stock data, it is difficult to predict. The fractional grey model with convolution (FGMC (1, m)) can be used to predict...