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Length of Stay in Hospital: How to Predict the Duration of Inpatient Treatment

AltexSoft

How many days will a particular person spend in a hospital? This article describes how data and machine learning help control the length of stay — for the benefit of patients and medical organizations. In the US, the duration of hospitalization changed from an average of 20.5 The average length of hospital stay across countries.

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Top 10 Benefits of Big Data

Knowledge Hut

Big data can be summed up as a sizable data collection comprising a variety of informational sets. It is a vast and intricate data set. Big data has been a concept for some time, but it has only just begun to change the corporate sector. Fewer hospital stays, also aids patients in lowering healthcare costs.

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3 Ways AI, ML, and Predictive Analytics Can Help Solve the Nursing Crisis

Snowflake

With a comprehensive range of data and the application of advanced analytics, organizations will be able to make better decisions about which interventions to invest in and implement. Predictive analytics can also continuously improve the accuracy of predictions based on additional data collected from ongoing experience.

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Medical Datasets for Machine Learning: Aims, Types and Common Use Cases

AltexSoft

No wonder publicly available health datasets are relatively rare and attract much attention from researchers, data scientists, and companies working on medical AI solutions. Below, we’ll explore data collections the Internet has to offer and the practical tasks they help solve. Clinic and hospital datasets. Source: MURA.

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Top 10+ IoT Research Topics for 2024 [With Source Code]

Knowledge Hut

The data collected from IoT devices can be used to improve decision-making, optimize processes, and enhance customer experiences. Smart Parking: A system that uses sensors and data analytics to optimize parking availability, reducing search times and improving the parking experience for drivers.

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How Snowflake Helps Confront Data Challenges and Ensure Program Integrity in Healthcare and Human Services

Snowflake

To effectively collect data in the deluge, the California Dept. of Technology enlisted Snowflake’s help to deliver a secure, centralized location for all COVID-19 data, including information about positive cases, testing, deaths and California Hospital Association data (for example, the number of available hospital beds).

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The Sprint towards Digital Healthcare

Cloudera

Planned hospital and doctor visits were reduced while telemedicine, for physical and mental health, increased. As healthcare providers and insurers /payers worked through mass amounts of new data, our health insurance practice was there to help. The pandemic changed our healthcare behaviors.