Robert J. Lucero

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 7

Top Topics

Questionnaire Survey

Prediction Model

Language Processing

Top Venues

BMC Medical Informatics Decis. Mak.

Int. J. Medical Informatics

Publications

Inyoung Jun, Scott A. Cohen, Sarah E. Ser, Simone Marini, Robert J. Lucero, Jiang Bian, Mattia Prosperi
Optimizing Dynamic Antibiotic Treatment Strategies against Invasive Methicillin-Resistant Staphylococcus Aureus Infections using Causal Survival Forests and G-Formula on Statewide Electronic Health Record Data. CDPD (2023)
Aokun Chen, Daniel Paredes, Zehao Yu, Xiwei Lou, Roberta Brunson, Jamie N. Thomas, Kimberly A. Martinez, Robert J. Lucero, Tanja Magoc, Laurence M. Solberg, Urszula Alina Snigurska, Sarah E. Ser, Mattia C. F. Prosperi, Jiang Bian, Ragnhildur I. Bjarnadottir, Yonghui Wu
Identifying Symptoms of Delirium from Clinical Narratives Using Natural Language Processing. CoRR (2023)
Urszula Alina Snigurska, Sarah E. Ser, Laurence M. Solberg, Mattia Prosperi, Tanja Magoc, Zhaoyi Chen, Jiang Bian, Ragnhildur I. Bjarnadottir, Robert J. Lucero
Application of a practice-based approach in variable selection for a prediction model development study of hospital-induced delirium. BMC Medical Informatics Decis. Mak. 23 (1) (2023)
David S. Lindberg, Mattia C. F. Prosperi, Ragnhildur I. Bjarnadottir, Jaime Thomas, Marsha Crane, Zhaoyi Chen, Kristen Shear, Laurence M. Solberg, Urszula Alina Snigurska, Yonghui Wu, Yunpeng Xia, Robert J. Lucero
Identification of important factors in an inpatient fall risk prediction model to improve the quality of care using EHR and electronic administrative data: A machine-learning approach. Int. J. Medical Informatics 143 (2020)
Sunmoo Yoon, Niurka M. Suero-Tejeda, Robert J. Lucero, Suzanne Bakken
Visualizing Social Support Mechanisms in English and Spanish Tweets to Meet Self-Management Needs of Family Dementia Caregivers. AMIA (2017)
Robert J. Lucero, Aditi G. Patel, Elizabeth Fehlberg, Michelle M. Santoni-Miranda, Karis Lee, Renessa Williams
How Strong is the Evidence for the Effectiveness of Dementia Family Caregiver Information and Communication Technology Interventions? AMIA (2016)
Sarah J. Iribarren, Samantha Stonbraker, Niurka M. Suero-Tejeda, Robert J. Lucero, Suzanne Bakken
Information and Communication Needs of Hispanic Dementia Caregivers Informing Design of a Family Health Information Management System. AMIA (2016)