AIMC Topic: Withholding Treatment

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Personalized prediction of psoriasis relapse post-biologic discontinuation: a machine learning-driven population cohort study.

The Journal of dermatological treatment Mar 19, 2025
BACKGROUND: Identifying the risk of psoriasis relapse after discontinuing biologics can help optimize treatment strategies, potentially reducing relapse rates and alleviating the burden of disease management.
Humans Machine Learning Precision Medicine Female Adult Male Middle Aged Risk Assessment Severity of Illness Index Cohort Studies ROC Curve Nomograms Psoriasis Biological Products Remission Induction Recurrence Withholding Treatment
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Factors and machine learning models for predicting successful discontinuation of continuous renal replacement therapy in critically ill patients with acute kidney injury: a retrospective cohort study based on MIMIC-IV database.

BMC nephrology Nov 12, 2024
BACKGROUND: For critically ill patients with acute kidney injury (AKI), there remains controversy regarding the predictive factors affecting the discontinuation of continuous renal replacement therapy (CRRT). This study aims to explore factors associ...
Humans Machine Learning Databases, Factual Retrospective Studies Continuous Renal Replacement Therapy Acute Kidney Injury Critical Illness Female Aged Male Middle Aged Cohort Studies Withholding Treatment
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