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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? The length of stay (LOS) in a hospital , or the number of days from a patient’s admission to release, serves as a strong indicator of both medical and financial efficiency. In the US, the duration of hospitalization changed from an average of 20.5 Source: OECD Data.

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Top 30+ Computer Science Project Topics of 2023 [Source Code]

Knowledge Hut

From machine learning algorithms to data mining techniques, these ideas are sure to challenge and engage you. Hospital Management System Type : Application development, Database management, Programming There is no shortage of computer science project topics out there. Programming a system to track medical appointments.

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Top 12 Data Science Case Studies: Across Various Industries

Knowledge Hut

Examples of Data Science Case Studies Hospitality: Airbnb focuses on growth by analyzing customer voice using data science. Data Science in Hospitality Industry In the hospitality sector, data analytics assists hotels in better pricing strategies, customer analysis, brand marketing, tracking market trends, and many more.

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Apache Spark Use Cases & Applications

Knowledge Hut

The order management system pushes the order status to the queue(could be Kafka) from where Streaming process reads every minute and picks all the orders with their status. MLlib has multiple algorithms for Supervised and Unsupervised ML which can scale out on a cluster for classification, regression, clustering, collaborative filtering.

Scala 52
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Top 10+ IoT Research Topics for 2024 [With Source Code]

Knowledge Hut

This data is sent to the retailer's inventory management system, which can then automatically order more inventory. This can be done by analyzing customer data, such as purchase history and browsing behavior, and using machine learning algorithms to generate personalized recommendations.

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The Present and Future of AI in Healthcare

Snowflake

Over 500 healthcare AI algorithms have been approved by the U.S. hospitals that have implemented AI has tripled since 2020, says MIT xPRO. To design better screening guidelines, sharpen those algorithms, make them better and more effective. We have to get insurers on board and hospitals signing off and more.

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Machine Learning in Health Care: Applications, Job Outlook

Knowledge Hut

Machine learning is a way in which artificial intelligence is used to train algorithms or computers. Machine learning algorithms can analyze potentially tera bytes of data, identify patterns from these data, and make predictions or decisions. Predictive Analytics can assist in early detection and intervention.