Ivo D. Dinov

June 13, 2023

Classifying migraine using PET compressive big data analytics of brain’s μ-opioid and D2/D3 dopamine neurotransmission

Abstract Introduction: Migraine is a common and debilitating pain disorder associated with dysfunction of the central nervous system. Advanced magnetic…

August 28, 2020

Compressive Big Data Analytics: An ensemble meta-algorithm for high-dimensional multisource datasets

Abstract Health advances are contingent on continuous development of new methods and approaches to foster data-driven discovery in the biomedical…

August 30, 2018

Controlled feature selection and compressive big data analytics: Applications to biomedical and health studies

Abstract The theoretical foundations of Big Data Science are not fully developed, yet. This study proposes a new scalable framework…