Interpretable, Fair, and Accurate Recidivism Prediction

📖📖 Paper Synopsis: In Pursuit of Interpretable, Fair and Accurate Machine Learning for Criminal Recidivism Prediction Objectives: We study interpretable recidivism prediction using machine learning (ML) models and analyze performance in terms of prediction ability, sparsity, and fairness. Unlike previous works, this study trains interpretable m... Read more 28 Mar 2022 - 5 minute read

Socioeconomic Influence on EMS Utilization for Acute Stroke

📖📖 Paper Synopsis: Socioeconomic Influence on Emergency Medical Services Utilization for Acute Stroke: Think Nationally, Act Locally Background and Purpose: Rates of emergency medical services (EMS) utilization for acute stroke remain low nationwide, despite the time-sensitive nature of the disease. Prior research suggests several demographic a... Read more 01 Jan 2021 - 1 minute read

Exceptional Longevity & Normal Cognition

📖📖 Paper Synopsis: Genetic and non-genetic factors associated with the phenotype of exceptional longevity & normal cognition Cognitive Impairment (CI) is defned as the loss of ability in cognitive functions, such as remembering, learning, and concentrating, which negatively impacts affected individuals’ daily activities. In the stage of mil... Read more 01 Jan 2020 - 2 minute read