Tag Archive: Advanced analytics

Advanced analytics

Health Data Analytics 2016

I had the privilege and pleasure to attend HISA’s Health Data Analytics conference in Brisbane on 11 and 12 October 2016. What follows is this particular BI and Analytics consultant’s impressions and insights from the conference in terms of the main themes covered and the messages and impressions I take away, again from my particular …

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Will the Predictions about Advanced Analytics come true?

There is no denying the fact that businesses are continuously evolving to become more digital. And as part of this digital transformation, it has become very clear to many business owners and decision makers that data and analytics will play a key role in the success of a business across any industry. In this post …

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Health Services Analytics – Case Studies

In a previous blog I discussed the use of advanced analytical modelling to improve business processes and non-clinical patient outcomes in hospitals. In this post I shift the attention to case studies of advanced analytical modelling applied to the work done in Radiology and Pathology.

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Dimensional Models for Predictive Analytics

Even though it has been around for years, predictive analytics has seen a much stronger uptake over the past few years. For example, store owners are now trying to predict what products their customers will buy and which products should be taken off the shelf completely; marketers are interested in analysing customer sentiment; telcos need …

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Big Data Science Trends in 2015

It is that time of the year for all and sundry to come up with‘Trends for 2015’, so here is my commentary on two of the technology trends that have received a lot of attention and have made a big impact in the previous year. I am sure you will agree that the “technology” which …

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Hospital Analytics Case Studies

In preparation for the Health Insights Challenge we are running in partnership with EntityThree, the Centre for Health innovation and Deakin University, I wanted to get to grips with non-clinical advanced analytics applied in healthcare. This blog post is therefore a small sample of a literature review of case studies of advanced analytical models applied …

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BI tools

As this is my last blog post for the year, I thought it would be fitting to explore how the Business Intelligence (BI) landscape has changed over the years, especially regarding toolsets. Having worked in the BI sector for numerous years – in the last five years the BI toolset landscape has not only expanded, …

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HISA Big Data 2013 Conference

I was fortunate to attend the HISA Big Data in Health and Biomedicine conference in Melbourne. The HISA conference is one of my favourites, because you get to hear about all the interesting and challenging applications of analytics in this intrinsically rewarding field. Last year the conference was about Data Governance, with Big Data featuring …

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Using Analytics to Prevent Fraud in Healthcare

While fraud may be a concern for many busy business professionals and organisational decision makers today, the evidence suggests it is becoming more  prevalent in the healthcare industry. The amount of data that goes through healthcare systems on a daily basis is phenomenal. Applying advanced analytics to all that data can assist in combatting fraud. …

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Advanced Analytics in Healthcare

There is a large volume of multi-variable cross-functional healthcare data out there, which if properly integrated, could be used in the development and on-going running of some very interesting and powerful advanced analytical models. However, the application of advanced analytics in the healthcare sector is still in relative infancy. In this post I explore how …

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