Corey Chivers

Affiliations

Predictive Healthcare at Penn Medicine, University of Pennsylvania, Philadelphia, PA, USA.

Publications (15)

Electronic Health Record Mortality Prediction Model for Targeted Palliative Care Among Hospitalized Medical Patients: a Pilot Quasi-experimental Study.

Journal of general internal medicine

Avec: Katherine R Courtright , Corey Chivers , Michael Becker , Susan H Regli , Linnea C Pepper , Michael E Draugelis , Nina R O'Connor

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.

Contemporary clinical trials

Avec: Christopher R Manz , Ravi B Parikh , Chalanda N Evans , Corey Chivers , Susan H Regli , Justin E Bekelman , Dylan Small , Charles A L Rareshide , Nina O'Connor , Lynn M Schuchter , Lawrence N Shulman , Mitesh S Patel

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.

JAMA oncology

Avec: Christopher R Manz , Yichen Zhang , Kan Chen , Qi Long , Dylan S Small , Chalanda N Evans , Corey Chivers , Susan H Regli , C William Hanson , Justin E Bekelman , Jennifer Braun , Charles A L Rareshide , Nina O'Connor , Pallavi Kumar , Lynn M Schuchter , Lawrence N Shulman , Mitesh S Patel , Ravi B Parikh

Exploring the views of infection consultants in England on a novel delinked funding model for antimicrobials: the SMASH study.

JAC-antimicrobial resistance

Avec: Ioannis Baltas , Mark Gilchrist , Eirini Koutoumanou , Malick M Gibani , James E Meiring , Akaninyene Otu , David Hettle , Ameeka Thompson , James R Price , Anna Crepet , Abolaji Atomode , Timothy Crocker-Buque , Dimitrios Spinos , Hudson Guyver , Matija Tausan , Donald Somasunderam , Maxwell Thoburn , Cathleen Chan , Helen Umpleby , Bethany Sharp , Callum Chivers , Devan Suresh Vaghela , Ronak J Shah , Jonathan Foster , Amy Hume , Christopher Smith , Ammara Asif , Dimitrios Mermerelis , Mohammad Abbas Reza , Dominic A Haigh , Thomas Lamb , Loucia Karatzia , Alexandra Bramley , Nikhil Kadam , Konstantinos Kavallieros , Veronica Garcia-Arias , Jane Democratis , Claire S Waddington , Luke S P Moore , Alexander M Aiken

Sparse multi-output Gaussian processes for online medical time series prediction.

BMC medical informatics and decision making

Avec: Li-Fang Cheng , Bianca Dumitrascu , Gregory Darnell , Corey Chivers , Michael Draugelis , Kai Li , Barbara E Engelhardt

A Machine Learning Algorithm to Predict Severe Sepsis and Septic Shock: Development, Implementation, and Impact on Clinical Practice.

Critical care medicine

Avec: Heather M Giannini , Jennifer C Ginestra , Corey Chivers , Michael Draugelis , Asaf Hanish , William D Schweickert , Barry D Fuchs , Laurie Meadows , Michael Lynch , Patrick J Donnelly , Kimberly Pavan , Neil O Fishman , C William Hanson , Craig A Umscheid

Two-Stage Approaches to Accounting for Patient Heterogeneity in Machine Learning Risk Prediction Models in Oncology.

JCO clinical cancer informatics

Avec: Eun Jeong Oh , Ravi B Parikh , Corey Chivers , Jinbo Chen

Sediment source fingerprinting: benchmarking recent outputs, remaining challenges and emerging themes.

Journal of soils and sediments

Avec: Adrian L Collins , Martin Blackwell , Pascal Boeckx , Charlotte-Anne Chivers , Monica Emelko , Olivier Evrard , Ian Foster , Allen Gellis , Hamid Gholami , Steve Granger , Paul Harris , Arthur J Horowitz , J Patrick Laceby , Nuria Martinez-Carreras , Jean Minella , Lisa Mol , Kazem Nosrati , Simon Pulley , Uldis Silins , Yuri Jacques da Silva , Micheal Stone , Tales Tiecher , Hari Ram Upadhayay , Yusheng Zhang

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.

JAMA oncology

Avec: Christopher R Manz , Ravi B Parikh , Dylan S Small , Chalanda N Evans , Corey Chivers , Susan H Regli , C William Hanson , Justin E Bekelman , Charles A L Rareshide , Nina O'Connor , Lynn M Schuchter , Lawrence N Shulman , Mitesh S Patel

Performance drift in a mortality prediction algorithm among patients with cancer during the SARS-CoV-2 pandemic.

Journal of the American Medical Informatics Association : JAMIA

Avec: Ravi B Parikh , Yichen Zhang , Likhitha Kolla , Corey Chivers , Katherine R Courtright , Jingsan Zhu , Amol S Navathe , Jinbo Chen

Willingness to adopt green house gas mitigation measures: Agricultural land managers in the United Kingdom.

PloS one

Avec: Asma Jebari , Zainab Oyetunde-Usman , Graham A McAuliffe , Charlotte-Anne Chivers , Adrian L Collins

Patient Interaction Phenotypes With an Automated Remote Hypertension Monitoring Program and Their Association With Blood Pressure Control: Observational Study.

Journal of medical Internet research

Avec: Anahita Davoudi , Natalie S Lee , Corey Chivers , Timothy Delaney , Elizabeth L Asch , Catherine Reitz , Shivan J Mehta , Krisda H Chaiyachati , Danielle L Mowery

Seasonal abundance of the stable fly Stomoxys calcitrans in southwest England.

Medical and veterinary entomology

Avec: A Parravani , C-A Chivers , N Bell , S Long , F Burden , R Wall

Machine Learning Approaches to Predict 6-Month Mortality Among Patients With Cancer.

JAMA network open

Avec: Ravi B Parikh , Christopher Manz , Corey Chivers , Susan Harkness Regli , Jennifer Braun , Michael E Draugelis , Lynn M Schuchter , Lawrence N Shulman , Amol S Navathe , Mitesh S Patel , Nina R O'Connor

Behavioral economic implementation strategies to improve serious illness communication between clinicians and high-risk patients with cancer: protocol for a cluster randomized pragmatic trial.

Implementation science : IS

Avec: Samuel U Takvorian , Justin Bekelman , Rinad S Beidas , Robert Schnoll , Alicia B W Clifton , Tasnim Salam , Peter Gabriel , E Paul Wileyto , Callie A Scott , David A Asch , Alison M Buttenheim , Katharine A Rendle , Krisda Chaiyachati , Rachel C Shelton , Sue Ware , Corey Chivers , Lynn M Schuchter , Pallavi Kumar , Lawrence N Shulman , Nina O'Connor , Adina Lieberman , Kelly Zentgraf , Ravi B Parikh

Réseau de co-auteurs

Ravi B Parikh 7 collaborations

Lynn M Schuchter 5 collaborations

Lawrence N Shulman 5 collaborations

Susan H Regli 4 collaborations

Nina O'Connor 4 collaborations

Mitesh S Patel 4 collaborations

Christopher R Manz 3 collaborations

Chalanda N Evans 3 collaborations

Justin E Bekelman 3 collaborations

Charles A L Rareshide 3 collaborations

C William Hanson 3 collaborations

Katherine R Courtright 2 collaborations

Michael E Draugelis 2 collaborations

Nina R O'Connor 2 collaborations

Yichen Zhang 2 collaborations

Dylan S Small 2 collaborations

Jennifer Braun 2 collaborations

Pallavi Kumar 2 collaborations

Michael Draugelis 2 collaborations

Jinbo Chen 2 collaborations

Adrian L Collins 2 collaborations

Charlotte-Anne Chivers 2 collaborations

Amol S Navathe 2 collaborations

Michael Becker 1 collaboration

Linnea C Pepper 1 collaboration

Dylan Small 1 collaboration

Kan Chen 1 collaboration

Qi Long 1 collaboration

Ioannis Baltas 1 collaboration

Mark Gilchrist 1 collaboration

Eirini Koutoumanou 1 collaboration

Malick M Gibani 1 collaboration

James E Meiring 1 collaboration

Akaninyene Otu 1 collaboration

David Hettle 1 collaboration

Ameeka Thompson 1 collaboration

James R Price 1 collaboration

Anna Crepet 1 collaboration

Abolaji Atomode 1 collaboration

Timothy Crocker-Buque 1 collaboration

Dimitrios Spinos 1 collaboration

Hudson Guyver 1 collaboration

Matija Tausan 1 collaboration

Donald Somasunderam 1 collaboration

Maxwell Thoburn 1 collaboration

Cathleen Chan 1 collaboration

Helen Umpleby 1 collaboration

Bethany Sharp 1 collaboration

Callum Chivers 1 collaboration

Devan Suresh Vaghela 1 collaboration

Ronak J Shah 1 collaboration

Jonathan Foster 1 collaboration

Amy Hume 1 collaboration

Christopher Smith 1 collaboration

Ammara Asif 1 collaboration

Dimitrios Mermerelis 1 collaboration

Mohammad Abbas Reza 1 collaboration

Dominic A Haigh 1 collaboration

Thomas Lamb 1 collaboration

Loucia Karatzia 1 collaboration

Alexandra Bramley 1 collaboration

Nikhil Kadam 1 collaboration

Konstantinos Kavallieros 1 collaboration

Veronica Garcia-Arias 1 collaboration

Jane Democratis 1 collaboration

Claire S Waddington 1 collaboration

Luke S P Moore 1 collaboration

Alexander M Aiken 1 collaboration

Li-Fang Cheng 1 collaboration

Bianca Dumitrascu 1 collaboration

Gregory Darnell 1 collaboration

Kai Li 1 collaboration

Barbara E Engelhardt 1 collaboration

Heather M Giannini 1 collaboration

Jennifer C Ginestra 1 collaboration

Asaf Hanish 1 collaboration

William D Schweickert 1 collaboration

Barry D Fuchs 1 collaboration

Laurie Meadows 1 collaboration

Michael Lynch 1 collaboration

Patrick J Donnelly 1 collaboration

Kimberly Pavan 1 collaboration

Neil O Fishman 1 collaboration

Craig A Umscheid 1 collaboration

Eun Jeong Oh 1 collaboration

Martin Blackwell 1 collaboration

Pascal Boeckx 1 collaboration

Monica Emelko 1 collaboration

Olivier Evrard 1 collaboration

Ian Foster 1 collaboration

Allen Gellis 1 collaboration

Hamid Gholami 1 collaboration

Steve Granger 1 collaboration

Paul Harris 1 collaboration

Arthur J Horowitz 1 collaboration

J Patrick Laceby 1 collaboration

Nuria Martinez-Carreras 1 collaboration

Jean Minella 1 collaboration

Lisa Mol 1 collaboration

Kazem Nosrati 1 collaboration

Simon Pulley 1 collaboration

Uldis Silins 1 collaboration

Yuri Jacques da Silva 1 collaboration

Micheal Stone 1 collaboration

Tales Tiecher 1 collaboration

Hari Ram Upadhayay 1 collaboration

Yusheng Zhang 1 collaboration

Likhitha Kolla 1 collaboration

Jingsan Zhu 1 collaboration

Asma Jebari 1 collaboration

Zainab Oyetunde-Usman 1 collaboration

Graham A McAuliffe 1 collaboration

Anahita Davoudi 1 collaboration

Natalie S Lee 1 collaboration

Timothy Delaney 1 collaboration

Elizabeth L Asch 1 collaboration

Catherine Reitz 1 collaboration

Shivan J Mehta 1 collaboration

Krisda H Chaiyachati 1 collaboration

Danielle L Mowery 1 collaboration

A Parravani 1 collaboration

C-A Chivers 1 collaboration

N Bell 1 collaboration

S Long 1 collaboration

F Burden 1 collaboration

R Wall 1 collaboration

Christopher Manz 1 collaboration

Susan Harkness Regli 1 collaboration

Samuel U Takvorian 1 collaboration

Justin Bekelman 1 collaboration

Rinad S Beidas 1 collaboration

Robert Schnoll 1 collaboration

Alicia B W Clifton 1 collaboration

Tasnim Salam 1 collaboration

Peter Gabriel 1 collaboration

E Paul Wileyto 1 collaboration

Callie A Scott 1 collaboration

David A Asch 1 collaboration

Alison M Buttenheim 1 collaboration

Katharine A Rendle 1 collaboration

Krisda Chaiyachati 1 collaboration

Rachel C Shelton 1 collaboration

Sue Ware 1 collaboration

Adina Lieberman 1 collaboration

Kelly Zentgraf 1 collaboration