Xi Shi

An automated data cleaning method for Electronic Health Records by incorporating clinical knowledge

Xi Shi, Charlotte Prins, Gijs Van Pottelbergh et al. · BMC Medical Informatics and Decision Making · 2021 · 33 citations · Full text

Computing, Biomedical Informatics, Health Informatics +12

Meaningful Big Data Integration for a Global COVID-19 Strategy

João Pita Costa, Marko Grobelnik, Flavio Fuart et al. · IEEE Computational Intelligence Magazine · 2020 · 29 citations · Full text

Public Health, Emergency Preparedness, Public Health Informatics +17

An ensemble-based feature selection framework to select risk factors of childhood obesity for policy decision making

Xi Shi, Gorana Nikolić, Gorka Epelde et al. · BMC Medical Informatics and Decision Making · 2021 · 23 citations · Full text

Computing, Health Informatics, Preventive Medicine +17

Development of Multimorbidity Over Time: An Analysis of Belgium Primary Care Data Using Markov Chains and Weighted Association Rule Mining

Xi Shi, Gorana Nikolić, Gijs Van Pottelbergh et al. · The Journals of Gerontology Series A · 2020 · 16 citations · Full text

Public Health, Biostatistics, Electronic Health Records +16

A Resampling Method to Improve the Prognostic Model of End-Stage Kidney Disease: A Better Strategy for Imbalanced Data

Xi Shi, Tingyu Qu, Gijs Van Pottelbergh et al. · Frontiers in Medicine · 2022 · 13 citations · Full text

Public Health, Biostatistics, Nephrology +17