Developing a Surrogate Endpoint for AIDS Clinical Trials - Samarasekara, Chamindi Kavindya;Sooriyarachchi, Marina Roshini
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Considerable attention has been given particularly to the practice of surrogate endpoints in AIDS clinical trials. A successful surrogate endpoint should be able to decrease the follow-up trial time and in some cases to decrease the number of patients required to find out a specific treatment impact. An extensively used criterion for assessing whether such measures are reliable as surrogate endpoints requires that the presumed surrogate fully captures the effect accumulated over all mechanisms of action (the net impact) of the treatment on the clinical endpoint. CD4 and viral loads are used in…mehr

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Produktbeschreibung
Considerable attention has been given particularly to the practice of surrogate endpoints in AIDS clinical trials. A successful surrogate endpoint should be able to decrease the follow-up trial time and in some cases to decrease the number of patients required to find out a specific treatment impact. An extensively used criterion for assessing whether such measures are reliable as surrogate endpoints requires that the presumed surrogate fully captures the effect accumulated over all mechanisms of action (the net impact) of the treatment on the clinical endpoint. CD4 and viral loads are used in a majority of AIDS clinical trials as surrogate endpoints for evaluating the effectiveness of newly available drugs. However, no surrogate endpoint has yet been shown to be suitable in forecasting the effectiveness of anti-HIV treatments. As a solution, the current study is intended on developing a surrogate endpoint for AIDS based on a combination of variables.
Autorenporträt
Chamindi Kavindya Samarasekara è laureata in Statistica e Informatica presso l'Università di Colombo. Attualmente lavora come docente (in prova) presso il Dipartimento di tecnologie dell'informazione e della comunicazione della Facoltà di tecnologia dell'Università di Colombo. I suoi interessi di ricerca sono l'apprendimento automatico e l'intelligenza artificiale.