The hyperparameters set for each ML and DL model.

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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