“…Randomized controlled trials have historically expressed skepticism regarding the efficacy of CPAP therapy in reducing cardiovascular events among patients with OSA, often yielding debated and disappointing results. 23 However, recent advancements and the utility of ML have introduced new hope for discerning the efficacy of CPAP by recognizing heterogeneity within the OSA population. A recent study utilized ML in the ISAACC trial dataset to identify subgroups exhibiting varied responses to CPAP therapy.…”
Section: Enhancing Diagnosis and Personalized Treatmentmentioning
“…Randomized controlled trials have historically expressed skepticism regarding the efficacy of CPAP therapy in reducing cardiovascular events among patients with OSA, often yielding debated and disappointing results. 23 However, recent advancements and the utility of ML have introduced new hope for discerning the efficacy of CPAP by recognizing heterogeneity within the OSA population. A recent study utilized ML in the ISAACC trial dataset to identify subgroups exhibiting varied responses to CPAP therapy.…”
Section: Enhancing Diagnosis and Personalized Treatmentmentioning
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