Electronic Health Record Mortality Prediction Model for Targeted Palliative Care Among Hospitalized Medical Patients: a Pilot Quasi-experimental Study
Courtright, Katherine R., Chivers, Corey, Becker, Michael, Regli, Susan H., Pepper, Linnea C., Draugelis, Michael E., O’Connor, Nina R.
Published in Journal of general internal medicine : JGIM (01.09.2019)
Published in Journal of general internal medicine : JGIM (01.09.2019)
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Journal Article
Effect of Integrating Machine Learning Mortality Estimates With Behavioral Nudges to Clinicians on Serious Illness Conversations Among Patients With Cancer: A Stepped-Wedge Cluster Randomized Clinical Trial
Manz, Christopher R, Parikh, Ravi B, Small, Dylan S, Evans, Chalanda N, Chivers, Corey, Regli, Susan H, Hanson, C William, Bekelman, Justin E, Rareshide, Charles A L, O'Connor, Nina, Schuchter, Lynn M, Shulman, Lawrence N, Patel, Mitesh S
Published in JAMA oncology (01.12.2020)
Published in JAMA oncology (01.12.2020)
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Journal Article
Clinician perspectives on machine learning prognostic algorithms in the routine care of patients with cancer: a qualitative study
Parikh, Ravi B., Manz, Christopher R., Nelson, Maria N., Evans, Chalanda N., Regli, Susan H., O’Connor, Nina, Schuchter, Lynn M., Shulman, Lawrence N., Patel, Mitesh S., Paladino, Joanna, Shea, Judy A.
Published in Supportive care in cancer (01.05.2022)
Published in Supportive care in cancer (01.05.2022)
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Journal Article
Long-term Effect of Machine Learning-Triggered Behavioral Nudges on Serious Illness Conversations and End-of-Life Outcomes Among Patients With Cancer: A Randomized Clinical Trial
Manz, Christopher R, Zhang, Yichen, Chen, Kan, Long, Qi, Small, Dylan S, Evans, Chalanda N, Chivers, Corey, Regli, Susan H, Hanson, C William, Bekelman, Justin E, Braun, Jennifer, Rareshide, Charles A L, O'Connor, Nina, Kumar, Pallavi, Schuchter, Lynn M, Shulman, Lawrence N, Patel, Mitesh S, Parikh, Ravi B
Published in JAMA oncology (01.03.2023)
Published in JAMA oncology (01.03.2023)
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Journal Article
Desired Characteristics of a Clinical Decision Support System for Early Sepsis Recognition: Interview Study Among Hospital-Based Clinicians
Silvestri, Jasmine A, Kmiec, Tyler E, Bishop, Nicholas S, Regli, Susan H, Weissman, Gary E
Published in JMIR human factors (21.10.2022)
Published in JMIR human factors (21.10.2022)
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Journal Article
Machine Learning Approaches to Predict 6-Month Mortality Among Patients With Cancer
Parikh, Ravi B., Manz, Christopher, Chivers, Corey, Regli, Susan Harkness, Braun, Jennifer, Draugelis, Michael E., Schuchter, Lynn M., Shulman, Lawrence N., Navathe, Amol S., Patel, Mitesh S., O’Connor, Nina R.
Published in JAMA network open (02.10.2019)
Published in JAMA network open (02.10.2019)
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Journal Article
Integrating machine-generated mortality estimates and behavioral nudges to promote serious illness conversations for cancer patients: Design and methods for a stepped-wedge cluster randomized controlled trial
Manz, Christopher R., Parikh, Ravi B., Evans, Chalanda N., Chivers, Corey, Regli, Susan H., Bekelman, Justin E., Small, Dylan, Rareshide, Charles A.L., O'Connor, Nina, Schuchter, Lynn M., Shulman, Lawrence N., Patel, Mitesh S.
Published in Contemporary clinical trials (01.03.2020)
Published in Contemporary clinical trials (01.03.2020)
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Journal Article
Long-term effect of machine learning–triggered behavioral nudges on serious illness communication and end-of-life outcomes among patients with cancer: A randomized clinical trial
Parikh, Ravi Bharat, Zhang, Yichen, Small, Dylan, Chivers, Corey, Evans, Chalanda N., Regli, Susan B., Braun, Jennifer, Hanson, C. William, Bekelman, Justin E., Gabriel, Peter Edward, Kumar, Pallavi, O'Connor, Nina, Shulman, Lawrence N., Schuchter, Lynn Mara, Patel, Mitesh S., Manz, Christopher
Published in Journal of clinical oncology (01.06.2022)
Published in Journal of clinical oncology (01.06.2022)
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Journal Article
Validation of a Machine Learning Algorithm to Predict 180-Day Mortality for Outpatients With Cancer
Manz, Christopher R, Chen, Jinbo, Liu, Manqing, Chivers, Corey, Regli, Susan Harkness, Braun, Jennifer, Draugelis, Michael, Hanson, C William, Shulman, Lawrence N, Schuchter, Lynn M, O'Connor, Nina, Bekelman, Justin E, Patel, Mitesh S, Parikh, Ravi B
Published in JAMA oncology (01.11.2020)
Published in JAMA oncology (01.11.2020)
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Journal Article
Electronically Triggered Hospital-Based Palliative Care: Patient and Clinician Perspectives (RP509)
Courtright, Kate, Szymanski, Stephanie, Hyder, Sydney, Weissman, Gary, Eriksen, Whitney, Bocage, Claire, Shah, Arnav, Draugelis, Michael, Regli, Susan, O'Connor, Nina, Halpern, Scott
Published in Journal of pain and symptom management (01.07.2020)
Published in Journal of pain and symptom management (01.07.2020)
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Journal Article
Effect of integrating machine learning mortality estimates with behavioral nudges to increase serious illness conversions among patients with cancer: A stepped-wedge cluster randomized trial
Manz, Chris, Parikh, Ravi Bharat, Evans, Chalanda N., Chivers, Corey, Regli, Susan B, Changolkar, Sujatha, Bekelman, Justin E., Small, Dylan, Rareshide, Charles A.L., O'Connor, Nina, Schuchter, Lynn Mara, Shulman, Lawrence N., Patel, Mitesh S.
Published in Journal of clinical oncology (20.05.2020)
Published in Journal of clinical oncology (20.05.2020)
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Journal Article
Derivation and implementation of a machine learning approach to prompt serious illness conversations among outpatients with cancer
Parikh, Ravi Bharat, Manz, Chris, Chivers, Corey, Regli, Susan B, Braun, Jennifer, Jones, Joshua Adam, Mamtani, Ronac, Draugelis, Michael, Bekelman, Justin E., Navathe, Amol S., Patel, Mitesh S., Shulman, Lawrence N., Schuchter, Lynn Mara, O'Connor, Nina
Published in Journal of clinical oncology (01.11.2019)
Published in Journal of clinical oncology (01.11.2019)
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Journal Article
Prospective validation of a machine learning algorithm to predict short-term mortality among outpatients with cancer
Manz, Chris, Chivers, Corey, Liu, Manqing, Regli, Susan B, Changolkar, Sujatha, Evans, Chalanda N., Rareshide, Charles A.L., Draugelis, Michael, Braun, Jennifer, Navathe, Amol S., Kumar, Pallavi, Bekelman, Justin E., Patel, Mitesh S., O'Connor, Nina, Schuchter, Lynn Mara, Shulman, Lawrence N., Parikh, Ravi Bharat
Published in Journal of clinical oncology (20.05.2020)
Published in Journal of clinical oncology (20.05.2020)
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Journal Article
It’s Like Scanning the Spoon: Problems and Interventions in Insulin Pen Safety
Regli, Susan Harkness, Ho, Suzanna, Yoho, Margaret, Lorincz, Ilona, Stamm, Rebecca, Hibbs, Melissa, Kornet, Terese
Published in Proceedings of the International Symposium of Human Factors and Ergonomics in Healthcare (01.06.2018)
Published in Proceedings of the International Symposium of Human Factors and Ergonomics in Healthcare (01.06.2018)
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Journal Article
Who is Drinking Our Kool-Aid? Hear Clinicians’ Perspective of their Human Factors Practitioner
Khunlertkit, Adjhaporn (Nana), Rivera, A. Joy, Yin, Shanqing, Wolf, Laurie, Karavite, Dean, Dulude, Catherine, Regli, Susan Harkness
Published in Proceedings of the International Symposium of Human Factors and Ergonomics in Healthcare (01.06.2017)
Published in Proceedings of the International Symposium of Human Factors and Ergonomics in Healthcare (01.06.2017)
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Journal Article
Human Factors in the Wild: Getting the Human Factors Foot in the Healthcare Door. (Discussion Panel)
Khunlertkit, Adjhaporn (Nana), Rivera, A. Joy, Yin, Shanqing, Dulude, Catherine, Regli, Susan Harkness, Wolf, Laurie
Published in Proceedings of the Human Factors and Ergonomics Society Annual Meeting (01.09.2016)
Published in Proceedings of the Human Factors and Ergonomics Society Annual Meeting (01.09.2016)
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Journal Article
Effect of eye and body movement on augmented reality in the manufacturing domain
Sausman, J., Samoylov, A., Regli, S. H., Hopps, M.
Published in 2012 IEEE International Symposium on Mixed and Augmented Reality (ISMAR) (01.11.2012)
Published in 2012 IEEE International Symposium on Mixed and Augmented Reality (ISMAR) (01.11.2012)
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