J Randall Moorman

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 43

Top Topics

Randomized Controlled Trial

Machine Learning

Intensive Care Unit

Top Venues

Physiological measurement

medRxiv : the preprint server for health sciences

NPJ digital medicine

Annals of the American Thoracic Society

This page only lists publications with an associated author ORCID identifier.

Publications

Sherry L Kausch, Douglas E Lake, Juliann M Di Fiore, Debra E Weese-Mayer, Nelson Claure, Namasivayam Ambalavanan, Zachary Andrew Vesoulis, Karen D Fairchild, Phyllis A Dennery, Anna Maria Hibbs, Richard J Martin, Premananda Indic, Colm P Travers, Eduardo Bancalari, Aaron Hamvas, James S Kemp, John L Carroll, J Randall Moorman, Brynne Archer Sullivan, null null
Apnea, Intermittent Hypoxemia, and Bradycardia Events Predict Late-Onset Sepsis in Extremely Preterm Infants. medRxiv : the preprint server for health sciences (2024)
Andrew Barros, Ian German-Mesner, N Rich Nguyen, J Randall Moorman
Age Prediction From 12-lead Electrocardiograms Using Deep Learning: A Comparison of Four Models on a Contemporary, Freely Available Dataset. medRxiv : the preprint server for health sciences (2024)
Jiaxing Qiu, Juliann M Di Fiore, Narayanan Krishnamurthi, Premananda Indic, John L Carroll, Nelson Claure, James Scott Kemp, Phyllis A Dennery, Namasivayam Ambalavanan, Debra Weese-Mayer, Anna Maria Hibbs, Richard J Martin, Eduardo Bancalari, Aaron Hamvas, J Randall Moorman, Douglas E Lake
Highly comparative time series analysis of oxygen saturation and heart rate to predict respiratory outcomes in extremely preterm infants. Physiological measurement (2024)
Jessica Keim-Malpass, Liza P Moorman, J Randall Moorman, Susan Hamil, Gholamreza Yousevfand, Oliver J Monfredi, Sarah J Ratcliffe, Katy N Krahn, Marieke K Jones, Matthew T Clark, Jamieson M Bourque
Prospective validation of clinical deterioration predictive models prior to intensive care unit transfer among patients admitted to acute care cardiology wards. Physiological measurement 45 (6) (2024)
Jiaxing Qiu, Juliann M Di Fiore, Narayanan Krishnamurthi, Premananda Indic, John L Carroll, Nelson Claure, James S Kemp, Phyllis A Dennery, Namasivayam Ambalavanan, Debra E Weese-Mayer, Anna Maria Hibbs, Richard J Martin, Eduardo Bancalari, Aaron Hamvas, J Randall Moorman, Douglas E Lake
Highly comparative time series analysis of oxygen saturation and heart rate to predict respiratory outcomes in extremely preterm infants. medRxiv : the preprint server for health sciences (2024)
Andrew Barros, Ian German-Mesner, N Rich Nguyen, J Randall Moorman
Age Prediction From 12-lead Electrocardiograms Using Deep Learning: A Comparison of Four Models on a Contemporary, Freely Available Dataset. medRxiv : the preprint server for health sciences (2024)
Jiaxing Qiu, Juliann M Di Fiore, Narayanan Krishnamurthi, Premananda Indic, John L Carroll, Nelson Claure, James Scott Kemp, Phyllis A Dennery, Namasivayam Ambalavanan, Debra Weese-Mayer, Anna Maria Hibbs, Richard J Martin, Eduardo Bancalari, Aaron Hamvas, J Randall Moorman, Douglas E Lake
Highly comparative time series analysis of oxygen saturation and heart rate to predict respiratory outcomes in extremely preterm infants. Physiological measurement (2024)
Andrew Barros, Ian German-Mesner, N Rich Nguyen, J Randall Moorman
Age Prediction From 12-lead Electrocardiograms Using Deep Learning: A Comparison of Four Models on a Contemporary, Freely Available Dataset. medRxiv : the preprint server for health sciences (2024)
Jessica Keim-Malpass, Liza P Moorman, J Randall Moorman, Susan Hamil, Gholamreza Yousefvand, Oliver J Monfredi, Sarah J Ratcliffe, Katy N Krahn, Marieke K Jones, Matthew T Clark, Jamieson M Bourque
Prospective validation of clinical deterioration predictive models prior to intensive care unit transfer among patients admitted to acute care cardiology wards. Physiological measurement 45 (6) (2024)
Andrew Barros, Ian German Mesner, N Rich Nguyen, J Randall Moorman
Age prediction from 12-lead electrocardiograms using deep learning: a comparison of four models on a contemporary, freely available dataset. Physiological measurement 45 (8) (2024)
Jessica Keim-Malpass, Liza P Moorman, J Randall Moorman, Susan Hamil, Gholamreza Yousevfand, Oliver J Monfredi, Sarah Jane Ratcliffe, Katy N Krahn, Marieke K Jones, Matthew T Clark, Jamieson M Bourque
Prospective validation of clinical deterioration predictive models prior to intensive care unit transfer among patients admitted to acute care cardiology wards. Physiological measurement (2024)
Andrew Barros, Ian German Mesner, N Rich Nguyen, J Randall Moorman
Age prediction from 12-lead electrocardiograms using deep learning: a comparison of four models on a contemporary, freely available dataset. Physiological measurement 45 (8) (2024)
Jiaxing Qiu, Juliann M Di Fiore, Narayanan Krishnamurthi, Premananda Indic, John L Carroll, Nelson Claure, James S Kemp, Phyllis A Dennery, Namasivayam Ambalavanan, Debra E Weese-Mayer, Anna Maria Hibbs, Richard J Martin, Eduardo Bancalari, Aaron Hamvas, J Randall Moorman, Douglas E Lake
Highly comparative time series analysis of oxygen saturation and heart rate to predict respiratory outcomes in extremely preterm infants. medRxiv : the preprint server for health sciences (2024)
Jiaxing Qiu, Juliann M Di Fiore, Narayanan Krishnamurthi, Premananda Indic, John L Carroll, Nelson Claure, James S Kemp, Phyllis A Dennery, Namasivayam Ambalavanan, Debra E Weese-Mayer, Anna Maria Hibbs, Richard J Martin, Eduardo Bancalari, Aaron Hamvas, J Randall Moorman, Douglas E Lake
Highly comparative time series analysis of oxygen saturation and heart rate to predict respiratory outcomes in extremely preterm infants. Physiological measurement 45 (5) (2024)
Andrew Barros, Ian German Mesner, N Rich Nguyen, J Randall Moorman
Age prediction from 12-lead electrocardiograms using deep learning: a comparison of four models on a contemporary, freely available dataset. Physiological measurement 45 (8) (2024)
Jessica Keim-Malpass, Liza P Moorman, J Randall Moorman, Susan Hamil, Gholamreza Yousevfand, Oliver J Monfredi, Sarah J Ratcliffe, Katy N Krahn, Marieke K Jones, Matthew T Clark, Jamieson M Bourque
Prospective validation of clinical deterioration predictive models prior to intensive care unit transfer among patients admitted to acute care cardiology wards. Physiological measurement 45 (6) (2024)
Andrew Barros, Ian German-Mesner, N Rich Nguyen, J Randall Moorman
Age prediction from 12-lead electrocardiograms using deep learning: a comparison of four models on a contemporary, freely available dataset. Physiological measurement (2024)
Andrew Barros, Ian German-Mesner, N Rich Nguyen, J Randall Moorman
Age prediction from 12-lead electrocardiograms using deep learning: a comparison of four models on a contemporary, freely available dataset. Physiological measurement (2024)
Andrew Barros, Seung Wook Lee, J Randall Moorman
Cardiorespiratory Dynamics During Prone Positioning for Severe Ards: A Retrospective Cohort Study. medRxiv : the preprint server for health sciences (2024)
Sherry L Kausch, Douglas E Lake, Juliann M Di Fiore, Debra E Weese-Mayer, Nelson Claure, Namasivayam Ambalavanan, Zachary Andrew Vesoulis, Karen D Fairchild, Phyllis A Dennery, Anna Maria Hibbs, Richard J Martin, Premananda Indic, Colm P Travers, Eduardo Bancalari, Aaron Hamvas, James S Kemp, John L Carroll, J Randall Moorman, Brynne Archer Sullivan, null null
Apnea, Intermittent Hypoxemia, and Bradycardia Events Predict Late-Onset Sepsis in Extremely Preterm Infants. medRxiv : the preprint server for health sciences (2024)
Jiaxing Qiu, Juliann M Di Fiore, Narayanan Krishnamurthi, Premananda Indic, John L Carroll, Nelson Claure, James S Kemp, Phyllis A Dennery, Namasivayam Ambalavanan, Debra E Weese-Mayer, Anna Maria Hibbs, Richard J Martin, Eduardo Bancalari, Aaron Hamvas, J Randall Moorman, Douglas E Lake
Highly comparative time series analysis of oxygen saturation and heart rate to predict respiratory outcomes in extremely preterm infants. medRxiv : the preprint server for health sciences (2024)
Sherry L Kausch, Douglas E Lake, Juliann M Di Fiore, Debra E Weese-Mayer, Nelson Claure, Namasivayam Ambalavanan, Zachary Andrew Vesoulis, Karen D Fairchild, Phyllis A Dennery, Anna Maria Hibbs, Richard J Martin, Premananda Indic, Colm P Travers, Eduardo Bancalari, Aaron Hamvas, James S Kemp, John L Carroll, J Randall Moorman, Brynne Archer Sullivan, null null
Apnea, Intermittent Hypoxemia, and Bradycardia Events Predict Late-Onset Sepsis in Extremely Preterm Infants. medRxiv : the preprint server for health sciences (2024)
Sherry L Kausch, Douglas E Lake, Juliann M Di Fiore, Debra E Weese-Mayer, Nelson Claure, Namasivayam Ambalavanan, Zachary Andrew Vesoulis, Karen D Fairchild, Phyllis A Dennery, Anna Maria Hibbs, Richard J Martin, Premananda Indic, Colm P Travers, Eduardo Bancalari, Aaron Hamvas, James S Kemp, John L Carroll, J Randall Moorman, Brynne Archer Sullivan, null null
Apnea, Intermittent Hypoxemia, and Bradycardia Events Predict Late-Onset Sepsis in Extremely Preterm Infants. medRxiv : the preprint server for health sciences (2024)
Jiaxing Qiu, Juliann M Di Fiore, Narayanan Krishnamurthi, Premananda Indic, John L Carroll, Nelson Claure, James S Kemp, Phyllis A Dennery, Namasivayam Ambalavanan, Debra E Weese-Mayer, Anna Maria Hibbs, Richard J Martin, Eduardo Bancalari, Aaron Hamvas, J Randall Moorman, Douglas E Lake
Highly comparative time series analysis of oxygen saturation and heart rate to predict respiratory outcomes in extremely preterm infants. medRxiv : the preprint server for health sciences (2024)
Jiaxing Qiu, Juliann M Di Fiore, Narayanan Krishnamurthi, Premananda Indic, John L Carroll, Nelson Claure, James S Kemp, Phyllis A Dennery, Namasivayam Ambalavanan, Debra E Weese-Mayer, Anna Maria Hibbs, Richard J Martin, Eduardo Bancalari, Aaron Hamvas, J Randall Moorman, Douglas E Lake
Highly comparative time series analysis of oxygen saturation and heart rate to predict respiratory outcomes in extremely preterm infants. Physiological measurement 45 (5) (2024)
Sherry L Kausch, Douglas E Lake, Juliann M Di Fiore, Debra E Weese-Mayer, Nelson Claure, Namasivayam Ambalavanan, Zachary Andrew Vesoulis, Karen D Fairchild, Phyllis A Dennery, Anna Maria Hibbs, Richard J Martin, Premananda Indic, Colm P Travers, Eduardo Bancalari, Aaron Hamvas, James S Kemp, John L Carroll, J Randall Moorman, Brynne Archer Sullivan, null null
Apnea, Intermittent Hypoxemia, and Bradycardia Events Predict Late-Onset Sepsis in Extremely Preterm Infants. medRxiv : the preprint server for health sciences (2024)
Sherry L Kausch, Douglas E Lake, Juliann M Di Fiore, Debra E Weese-Mayer, Nelson Claure, Namasivayam Ambalavanan, Zachary Andrew Vesoulis, Karen D Fairchild, Phyllis A Dennery, Anna Maria Hibbs, Richard J Martin, Premananda Indic, Colm P Travers, Eduardo Bancalari, Aaron Hamvas, James S Kemp, John L Carroll, J Randall Moorman, Brynne Archer Sullivan, null null
Apnea, Intermittent Hypoxemia, and Bradycardia Events Predict Late-Onset Sepsis in Extremely Preterm Infants. medRxiv : the preprint server for health sciences (2024)
Sherry L Kausch, Douglas E Lake, Juliann M Di Fiore, Debra E Weese-Mayer, Nelson Claure, Namasivayam Ambalavanan, Zachary Andrew Vesoulis, Karen D Fairchild, Phyllis A Dennery, Anna Maria Hibbs, Richard J Martin, Premananda Indic, Colm P Travers, Eduardo Bancalari, Aaron Hamvas, James S Kemp, John L Carroll, J Randall Moorman, Brynne Archer Sullivan, null null
Apnea, Intermittent Hypoxemia, and Bradycardia Events Predict Late-Onset Sepsis in Extremely Preterm Infants. medRxiv : the preprint server for health sciences (2024)
Andrew Barros, Ian German-Mesner, N Rich Nguyen, J Randall Moorman
Age Prediction From 12-lead Electrocardiograms Using Deep Learning: A Comparison of Four Models on a Contemporary, Freely Available Dataset. medRxiv : the preprint server for health sciences (2024)
Andrew Barros, Ian German Mesner, N Rich Nguyen, J Randall Moorman
Age prediction from 12-lead electrocardiograms using deep learning: a comparison of four models on a contemporary, freely available dataset. Physiological measurement 45 (8) (2024)
Jiaxing Qiu, Juliann M Di Fiore, Narayanan Krishnamurthi, Premananda Indic, John L Carroll, Nelson Claure, James S Kemp, Phyllis A Dennery, Namasivayam Ambalavanan, Debra E Weese-Mayer, Anna Maria Hibbs, Richard J Martin, Eduardo Bancalari, Aaron Hamvas, J Randall Moorman, Douglas E Lake
Highly comparative time series analysis of oxygen saturation and heart rate to predict respiratory outcomes in extremely preterm infants. medRxiv : the preprint server for health sciences (2024)
William B Ashe, Sarah E Innis, Julia N Shanno, Camille J Hochheimer, Ronald D Williams, Sarah J Ratcliffe, J Randall Moorman, Shrirang M Gadrey
Analysis of respiratory kinematics: a method to characterize breaths from motion signals. Physiological measurement 43 (1) (2022)
Justin C Niestroy, J Randall Moorman, Maxwell A Levinson, Sadnan Al Manir, Timothy W Clark, Karen D Fairchild, Douglas E Lake
Discovery of signatures of fatal neonatal illness in vital signs using highly comparative time-series analysis. NPJ digital medicine 5 (1) (2022)
Oliver J Monfredi, Robert T Andris, Douglas E Lake, J Randall Moorman
A novel predictive analytics score reflecting accumulating disease burden - an investigation of the cumulative CoMET score. Physiological measurement (2022)
J Randall Moorman
The principles of whole-hospital predictive analytics monitoring for clinical medicine originated in the neonatal ICU. NPJ digital medicine 5 (1) (2022)
Shrirang M Gadrey, Piyus Mohanty, Sean P Haughey, Beck A Jacobsen, Kira J Dubester, Katherine M Webb, Rebecca L Kowalski, Jessica J Dreicer, Robert T Andris, Matthew T Clark, Christopher C Moore, Andre L Holder, Rishi Kamaleswaran, Sarah Jane Ratcliffe, J Randall Moorman
Overt and occult hypoxemia in patients hospitalized with novel coronavirus disease 2019. medRxiv : the preprint server for health sciences (2022)
Rebecca L Kowalski, Laura Lee, Michael Campbell Spaeder, J Randall Moorman, Jessica Keim-Malpass
Accuracy and Monitoring of Pediatric Early Warning Score (PEWS) Scores Prior to Emergent Pediatric Intensive Care Unit (ICU) Transfer: Retrospective Analysis. JMIR pediatrics and parenting 4 (1) (2021)
Philip Laird, Anthony Wertz, Gus Welter, David Maslove, Alexander Hamilton, Joo Heung Yoon, Douglas E Lake, Amanda E Zimmet, Ryan Bobko, J Randall Moorman, Michael R Pinsky, Artur Dubrawski, Gilles Clermont
The critical care data exchange format: a proposed flexible data standard for combining clinical and high-frequency physiologic data in critical care. Physiological measurement 42 (6) (2021)
Oliver J Monfredi, Jessica Keim-Malpass, J Randall Moorman
Continuous cardiorespiratory monitoring is a dominant source of predictive signal in machine learning for risk stratification and clinical decision support. Physiological measurement 42 (9) (2021)
Rachael A Callcut, Yuan Xu, J Randall Moorman, Christina Tsai, Andrea Villaroman, Anamaria J Robles, Douglas E Lake, Xiao Hu, Matthew T Clark
External validation of a novel signature of illness in continuous cardiorespiratory monitoring to detect early respiratory deterioration of ICU patients. Physiological measurement 42 (9) (2021)
Maxwell Adam Levinson, Justin Niestroy, Mohammad Sadnan Al Manir, Karen D Fairchild, Douglas E Lake, J Randall Moorman, Timothy W Clark
FAIRSCAPE: a Framework for FAIR and Reproducible Biomedical Analytics. Neuroinformatics (2021)
Jessica Keim-Malpass, Sarah Jane Ratcliffe, Liza P Moorman, Matthew T Clark, Katy N Krahn, Oliver J Monfredi, Susan Hamil, Gholamreza Yousefvand, J Randall Moorman, Jamieson M Bourque
Predictive Monitoring-Impact in Acute Care Cardiology Trial (PM-IMPACCT): Protocol for a Randomized Controlled Trial. JMIR research protocols 10 (7) (2021)
David J Lederer, Scott Cameron Bell, Richard D Branson, James D Chalmers, Rachel Marshall, David M Maslove, David E Ost, Naresh M Punjabi, Michael Schatz, Alan R Smyth, Paul W Stewart, Samy Suissa, Alex A Adjei, Mübeccel Akdis, Élie Azoulay, Elisa Estenssoro, Zuhair K Ballas, Philip G Bardin, Esther Barreiro, Rinaldo Bellomo, Jonathan A Bernstein, Vito Brusasco, Timothy G Buchman, Sudhansu Chokroverty, Nancy A Collop, James D Crapo, Dominic A Fitzgerald, Lauren Hale, Nicholas Hart, Felix J Herth, Theodore J Iwashyna, Gisli Jenkins, Martin Kolb, Guy B Marks, Peter Mazzone, J Randall Moorman, Thomas M Murphy, Terry L Noah, Paul Reynolds, Dieter Riemann, Richard E Russell, Aziz Sheikh, Giovanni Sotgiu, Erik R Swenson, Rhonda Szczesniak, Ronald Szymusiak, Jean-Louis Teboul, Jean-Louis Vincent
Control of Confounding and Reporting of Results in Causal Inference Studies. Guidance for Authors from Editors of Respiratory, Sleep, and Critical Care Journals. Annals of the American Thoracic Society 16 (1) (2020)