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ICACT20240384 Question.1
Questioner: ldaustero@bicol-u.edu.ph    2024-02-01 ¿ÀÈÄ 2:38:33
ICACT20240384 Answer.1
Answer by Auhor maisamali053@gmail.com   2024-02-01 ¿ÀÈÄ 2:38:33
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How do you envision the integration of the proposed machine learning model into clinical practice? Are there specific challenges or considerations that need to be addressed for real-world implementation? Integrating a proposed machine learning model into clinical practice involves several considerations and challenges. Firstly, the model needs to undergo rigorous validation and testing to ensure its accuracy, reliability, and safety in real-world clinical settings. This may involve collaboration with medical professionals and regulatory bodies to meet industrial standards. Another challenge is integration with existing clinical workflows and electronic health record systems. the model should seamlessly fit into healthcare process, providing actionable insights to clinicians without disrupting their estalished routines.