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How digital humans can make healthcare technology more patient-centric

CIO

Studies reveal a link between staffing shortages and poor patient outcomes due to, for example, inpatient surgical mortality rates, patient falls and hospital-acquired infections. Several technologies are used to create digital humans. Learn more about healthcare solutions from Dell Technologies. The Representation.

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How Aster DM Healthcare used federated learning to better secure AI analysis of sensitive data

CIO

“Genomic data alone is predicted to be 2 to 40 exabytes by 2025, eclipsing the amount of data acquired by all other technological platforms,” it says. In a distributed learning setup, data from different hospitals must be brought together to create a centralised data repository for model training, raising lot of concerns on data privacy.

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ST Engineering showcases applications of new technologies to stay ahead of disruption

CIO

The advent of new technologies has accelerated the rate of innovation and disrupted the business landscape as we know it. As the pace of innovation speeds up, tomorrow’s front runners are those who readily embrace disruptive technologies to spearhead new business models and capture new avenues of growth.

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Healthcare organizations must create a strong data foundation to fully benefit from generative AI

CIO

However, the effort to build, train, and evaluate this modeling is only a small fraction of what is needed to reap the vast benefits of generative AI technology. The LLMs, algorithms, and structures that a healthcare payer or provider interacts with represent the visible part of the iceberg. Consider the iceberg analogy.

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What is predictive analytics? Transforming data into future insights

CIO

Predictive analytics definition Predictive analytics is a category of data analytics aimed at making predictions about future outcomes based on historical data and analytics techniques such as statistical modeling and machine learning. Study driver behavior to develop better driver assistance technologies and, eventually, autonomous vehicles.

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7 famous analytics and AI disasters

CIO

And 20% of IT leaders say machine learning/artificial intelligence will drive the most IT investment. Insights gained from analytics and actions driven by machine learning algorithms can give organizations a competitive advantage, but mistakes can be costly in terms of reputation, revenue, or even lives.

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How Data and Smart Technology Are Helping Hospitalists

Smart Data Collective

Fortunately, big data and smart technology are helping hospitalists overcome these issues. Here are some fascinating ways data and smart technology are helping hospitalists. Plenty of meaningful case studies on medical billing for hospital medicine also highlight the issues these errors cause for hospitalists.