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as 06-12-2024 2:32pm EST

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Stocks

Health Care

Medical/Dental Instruments

Nasdaq

ICU Medical is a California-based pure-play infusion therapy company that provides consumables, systems, and services for virtually every component of the IV continuum of care. ICU has become one of the largest players in its industry following its acquisition of Hospira Infusion Systems from Pfizer in 2017 and Smiths Medical from Smiths Group in 2022. It holds top-tier positions across its three reporting segments: consumables (43% of consolidated revenue), infusion systems (28%), and vital care (29%). The combined entity remains primarily US-focused, generating over 63% of its sales domestically.

More About Our ICUI ML Model...

What kind of parameters do you use to train ICUI stocks ML model?

To train our stocks ICUI ML model, we use historical data with over 25 parameters, including volume indicators, volatility indicators, momentum indicators, trend indicators, and other metrics.

How often do you update ICUI ML model?

We update our ML model either weekly or biweekly, depending on the market capitalization of the stocks, using TensorFlow, typically over the weekend.

Why is the accuracy of your ICUI model low?

Unfortunately, our current data provider offers limited historical data, which impacts the accuracy of our ML model. However, as we continue to gather more data over time and add more indicators, we expect the accuracy of our model to improve.

How can I provide and share more data with you to increase your ML model accuracy?

We would greatly appreciate your contribution. Please send an email to [email protected]

Do you offer an ML model for shorter time periods, such as 5 minutes or 15 minutes?

Yes, we offer it for strategy purposes only, with intervals: 1 minute, 2 minutes, 5 minutes, 15 minutes, and 30 minutes etc.

Can I rely on your ML model to make financial decisions regarding buying or selling stocks, or is it only intended for learning purposes?

Our ML model is primarily designed for educational purposes and is not intended to provide financial advice. We strongly recommend consulting with a financial advisor before making any buying or selling decisions.

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