The hyperparameters set for each ML and DL model.

<div><p>The healthcare industry is generating a massive volume of data, promising a potential goldmine of information that can be extracted through machine learning (ML) techniques. The Intensive Care Unit (ICU) stands out as a focal point within hospitals and provides a rich source of d...

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Bibliographic Details
Main Author:	Ali Bahrami (20700339) (author)
Other Authors:	Morteza Rakhshaninejad (20700342) (author), Rouzbeh Ghousi (9389125) (author), Alireza Atashi (5053763) (author)
Published:	2025
Subjects:	Biotechnology Science Policy Biological Sciences not elsewhere classified Information Systems not elsewhere classified xgboost &# 8212 utilized simulated annealing models &# 8212 intensive care unit artificial neural networks model performance underscores require ventilators immediately ml models constructing fundamental need within cardiac surgery icu tuned ensemble model ensemble model xlink "> vital topic supported breathing study examines significant improvement rich source potential goldmine massive volume machine learning limited availability informative analyses hyperparameter optimization hybrid approach healthcare professionals healthcare industry genetic algorithm deep learning crucial consideration approach enhanced ann ), 84 %,
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The hyperparameters set for each ML and DL model.

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