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Traditional systems relied heavily on manual feature extraction and pattern matching, whereas modern approaches primarily adopt deep learning architectures such as CNNs and LSTMs [97]

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Anticoagulants are significantly protective against the complications of sepsis when timed properly [302,303] and especially in the presence of disseminated intravascular coagulation [304,305,306]

These products can be effective for surface-level improvements but don't address deeper tissue changes

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