Works matching AU Churpek, Matthew M.

Results: 57

Structural Disparities in Data Science: A Prolegomenon for the Future of Machine Learning.

Published in:

American Journal of Bioethics, 2020, v. 20, n. 11, p. 35, doi. 10.1080/15265161.2020.1820102

By:

Karnik, Niranjan S.;
Afshar, Majid;
Churpek, Matthew M.;
Nunez-Smith, Marcella

Publication type:

Article

ASO Visual Abstract: Machine Learning-Driven Modeling to Predict Post-Discharge Venous Thromboembolism after Pancreatectomy for Pancreas Cancer.

Published in:

2025

By:

Ahmed, Kaleem S.;
Issaka, Sheriff M.;
Marcinak, Clayton T.;
Virani, Sehar S.;
Jaraczewski, Taylor;
Afshar, Majid;
Mayampurath, Anoop;
Churpek, Matthew M.;
Mathew, Jomol;
Zafar, Syed Nabeel

Publication type:

Abstract

Machine Learning-Driven Modeling to Predict Postdischarge Venous Thromboembolism After Pancreatectomy for Pancreas Cancer.

Published in:

Annals of Surgical Oncology: An Oncology Journal for Surgeons, 2025, v. 32, n. 6, p. 4085, doi. 10.1245/s10434-025-17032-2

By:

Ahmed, Kaleem S.;
Issaka, Sheriff M.;
Marcinak, Clayton T.;
Virani, Sehar S.;
Jaraczewski, Taylor;
Afshar, Majid;
Mayampurath, Anoop;
Churpek, Matthew M.;
Mathew, Jomol;
Zafar, Syed Nabeel

Publication type:

Article

ASO Visual Abstract: Association of Neighborhood Disadvantage with Short- and Long-Term Outcomes After Pancreatectomy for Pancreatic Ductal Adenocarcinoma.

Published in:

2024

By:

Marcinak, Clayton T.;
Praska, Corinne E.;
Vidri, Roberto J.;
Taylor, Amy K.;
Krebsbach, John K.;
Ahmed, Kaleem S.;
LoConte, Noelle K.;
Varley, Patrick R.;
Afshar, Majid;
Weber, Sharon M.;
Abbott, Daniel E.;
Mathew, Jomol;
Murtaza, Muhammed;
Burkard, Mark E.;
Churpek, Matthew M.;
Zafar, Syed Nabeel

Publication type:

Abstract

Association of Neighborhood Disadvantage with Short- and Long-Term Outcomes After Pancreatectomy for Pancreatic Ductal Adenocarcinoma.

Published in:

Annals of Surgical Oncology: An Oncology Journal for Surgeons, 2024, v. 31, n. 1, p. 488, doi. 10.1245/s10434-023-14347-w

By:

Marcinak, Clayton T.;
Praska, Corinne E.;
Vidri, Roberto J.;
Taylor, Amy K.;
Krebsbach, John K.;
Ahmed, Kaleem S.;
LoConte, Noelle K.;
Varley, Patrick R.;
Afshar, Majid;
Weber, Sharon M.;
Abbott, Daniel E.;
Mathew, Jomol;
Murtaza, Muhammed;
Burkard, Mark E.;
Churpek, Matthew M.;
Zafar, Syed Nabeel

Publication type:

Article

Identifying COVID-19 Outbreaks From Contact-Tracing Interview Forms for Public Health Departments: Development of a Natural Language Processing Pipeline.

Published in:

JMIR Public Health & Surveillance, 2022, v. 8, n. 3, p. 1, doi. 10.2196/36119

By:

Caskey, John;
McConnell, Iain L.;
Oguss, Madeline;
Dligach, Dmitriy;
Kulikoff, Rachel;
Grogan, Brittany;
Gibson, Crystal;
Wimmer, Elizabeth;
DeSalvo, Traci E.;
Nyakoe-Nyasani, Edwin E.;
Churpek, Matthew M.;
Afshar, Majid

Publication type:

Article

Endotracheal Tube Size Is Associated With Mortality in Patients With Status Asthmaticus.

Published in:

Respiratory Care, 2022, v. 67, n. 3, p. 283, doi. 10.4187/respcare.09609

By:

Kashiouris, Markos G.;
Chou, Christopher D.;
Sedhai, Yub Raj;
Bitrus, Randy;
Churpek, Matthew M.;
Cable, Casey;
L'Heureux, Michael;
Mohan, Arjun;
Sessler, Curtis N.

Publication type:

Article

Temperature Trajectory Subphenotypes in Oncology Patients with Neutropenia and Suspected Infection.

Published in:

American Journal of Respiratory & Critical Care Medicine, 2023, v. 207, n. 10, p. 1300, doi. 10.1164/rccm.202205-0920OC

By:

Benzoni, Nicole S.;
Carey, Kyle A.;
Bewley, Alice F.;
Klaus, Jeff;
Fuller, Brian M.;
Edelson, Dana P.;
Churpek, Matthew M.;
Bhavani, Sivasubramanium V.;
Lyons, Patrick G.

Publication type:

Article

Hospital-Level Variation in Death for Critically Ill Patients with COVID-19.

Published in:

2021

By:

Churpek, Matthew M.;
Gupta, Shruti;
Spicer, Alexandra B.;
Parker, William F.;
Fahrenbach, John;
Brenner, Samantha K.;
Leaf, David E.;
STOP-COVID Investigators

Publication type:

journal article

Machine Learning Classifier Models Can Identify Acute Respiratory Distress Syndrome Phenotypes Using Readily Available Clinical Data.

Published in:

2020

By:

Sinha, Pratik;
Churpek, Matthew M.;
Calfee, Carolyn S.

Publication type:

journal article

Reply to Maitra and Bhattacharjee: Adherence to the Prevailing Sepsis Definition Is Quintessential to Subphenotype Identification.

Published in:

2020

By:

Bhavani, Sivasubramanium V.;
Verhoef, Philip A.;
Churpek, Matthew M.

Publication type:

Letter

Identifying Novel Sepsis Subphenotypes Using Temperature Trajectories.

Published in:

2019

By:

Bhavani, Sivasubramanium V.;
Carey, Kyle A.;
Gilbert, Emily R.;
Afshar, Majid;
Verhoef, Philip A.;
Churpek, Matthew M.

Publication type:

journal article

Reply to Leijte : Fever in Sepsis: Still a Hot Topic.

Published in:

2019

By:

Bhavani, Sivasubramanium V;
Verhoef, Philip A;
Churpek, Matthew M

Publication type:

Letter

Quick Sepsis-related Organ Failure Assessment, Systemic Inflammatory Response Syndrome, and Early Warning Scores for Detecting Clinical Deterioration in Infected Patients outside the Intensive Care Unit.

Published in:

2017

By:

Churpek, Matthew M.;
Snyder, Ashley;
Xuan Han;
Sokol, Sarah;
Pettit, Natasha;
Howell, Michael D.;
Edelson, Dana P.;
Han, Xuan

Publication type:

journal article

Incidence and Prognostic Value of the Systemic Inflammatory Response Syndrome and Organ Dysfunctions in Ward Patients.

Published in:

2015

By:

Churpek, Matthew M.;
Zadravecz, Frank J.;
Winslow, Christopher;
Howell, Michael D.;
Edelson, Dana P.

Publication type:

journal article

Accuracy of models to prognosticate survival after surgery for pancreatic cancer in the era of neoadjuvant therapy.

Published in:

Journal of Surgical Oncology, 2023, v. 128, n. 2, p. 280, doi. 10.1002/jso.27287

By:

Marcinak, Clayton T.;
Parker, William F.;
Parikh, Alexander A.;
Datta, Jashodeep;
Maithel, Shishir K.;
Kooby, David A.;
Burkard, Mark E.;
Kim, Hong Jin;
LeCompte, Michael T.;
Afshar, Majid;
Churpek, Matthew M.;
Zafar, Syed Nabeel

Publication type:

Article

Location of In-Hospital Cardiac Arrest in the United States--Variability in Event Rate and Outcomes.

Published in:

Journal of the American Heart Association, 2016, v. 5, n. 10, p. 1, doi. 10.1161/JAHA.116.003638

By:

Perman, Sarah M.;
Stanton, Emily;
Soar, Jasmeet;
Berg, Robert A.;
Donnino, Michael W.;
Mikkelsen, Mark E.;
Edelson, Dana P.;
Churpek, Matthew M.;
Yang, Lin;
Merchant, Raina M.;
Nichol, Graham;
Nadkarni, Vinay M.;
Peberdy, Mary Ann;
Chan, Paul S.;
Mader, Tim;
Kern, Karl B.;
Warren, Sam;
Allen, Emilie;
Eigel, Brian;
Hunt, Elizabeth A.

Publication type:

Article

Internal and External Validation of a Machine Learning Risk Score for Acute Kidney Injury.

Published in:

JAMA Network Open, 2020, v. 3, n. 8, p. e2012892, doi. 10.1001/jamanetworkopen.2020.12892

By:

Churpek, Matthew M.;
Carey, Kyle A.;
Edelson, Dana P.;
Singh, Tripti;
Astor, Brad C.;
Gilbert, Emily R.;
Winslow, Christopher;
Shah, Nirav;
Afshar, Majid;
Koyner, Jay L.

Publication type:

Article

Comparison of Early Warning Scoring Systems for Hospitalized Patients With and Without Infection at Risk for In-Hospital Mortality and Transfer to the Intensive Care Unit.

Published in:

JAMA Network Open, 2020, p. e205191, doi. 10.1001/jamanetworkopen.2020.5191

By:

Liu, Vincent X.;
Lu, Yun;
Carey, Kyle A.;
Gilbert, Emily R.;
Afshar, Majid;
Akel, Mary;
Shah, Nirav S.;
Dolan, John;
Winslow, Christopher;
Kipnis, Patricia;
Edelson, Dana P.;
Escobar, Gabriel J.;
Churpek, Matthew M.

Publication type:

Article

Association Between Room Location and Adverse Outcomes in Hospitalized Patients.

Published in:

Health Environments Research & Design Journal (HERD) (Sage Publications, Ltd.), 2019, v. 12, n. 2, p. 21, doi. 10.1177/1937586718806702

By:

Mayampurath, Anoop;
Ward, Christopher;
Fahrenbach, John;
LaFond, Cynthia;
Howell, Michael;
Churpek, Matthew M.

Publication type:

Article

Multicenter Development and Validation of a Risk Stratification Tool for Ward Patients.

Published in:

American Journal of Respiratory & Critical Care Medicine, 2014, v. 190, n. 6, p. 649, doi. 10.1164/rccm.201406-1022OC

By:

Churpek, Matthew M.;
Yuen, Trevor C.;
Winslow, Christopher;
Robicsek, Ari A.;
Meltzer, David O.;
Gibbons, Robert D.;
Edelson, Dana P.

Publication type:

Article

Multicenter Development and Validation of a Risk Stratification Tool for Ward Patients.

Published in:

American Journal of Respiratory & Critical Care Medicine, 2014, v. 190, n. 6, p. E1, doi. 10.1164/rccm.201406-1022oc

By:

Churpek, Matthew M.;
Yuen, Trevor C.;
Winslow, Christopher;
Robicsek, Ari A.;
Meltzer, David O.;
Gibbons, Robert D.;
Edelson, Dana P.

Publication type:

Article

Measuring and Rewarding Quality in the ICU: The Yardstick Is Not As Straight As We Wish.

Published in:

American Journal of Respiratory & Critical Care Medicine, 2012, v. 185, n. 1, p. 3, doi. 10.1164/rccm.201110-1813ED

By:

CHURPEK, MATTHEW M.;
HALL, JESS B.

Publication type:

Article

Lessons learned on information retrieval in electronic health records: a comparison of embedding models and pooling strategies.

Published in:

Journal of the American Medical Informatics Association, 2025, v. 32, n. 2, p. 357, doi. 10.1093/jamia/ocae308

By:

Myers, Skatje;
Miller, Timothy A;
Gao, Yanjun;
Churpek, Matthew M;
Mayampurath, Anoop;
Dligach, Dmitriy;
Afshar, Majid

Publication type:

Article

Development and external validation of deep learning clinical prediction models using variable-length time series data.

Published in:

Journal of the American Medical Informatics Association, 2024, v. 31, n. 6, p. 1322, doi. 10.1093/jamia/ocae088

By:

Bashiri, Fereshteh S;
Carey, Kyle A;
Martin, Jennie;
Koyner, Jay L;
Edelson, Dana P;
Gilbert, Emily R;
Mayampurath, Anoop;
Afshar, Majid;
Churpek, Matthew M

Publication type:

Article

Automated stratification of trauma injury severity across multiple body regions using multi-modal, multi-class machine learning models.

Published in:

Journal of the American Medical Informatics Association, 2024, v. 31, n. 6, p. 1291, doi. 10.1093/jamia/ocae071

By:

Gao, Jifan;
Chen, Guanhua;
O'Rourke, Ann P;
Caskey, John;
Carey, Kyle A;
Oguss, Madeline;
Stey, Anne;
Dligach, Dmitriy;
Miller, Timothy;
Mayampurath, Anoop;
Churpek, Matthew M;
Afshar, Majid

Publication type:

Article

Comparison of time series clustering methods for identifying novel subphenotypes of patients with infection.

Published in:

Journal of the American Medical Informatics Association, 2023, v. 30, n. 6, p. 1158, doi. 10.1093/jamia/ocad063

By:

Bhavani, Sivasubramanium V;
Xiong, Li;
Pius, Abish;
Semler, Matthew;
Qian, Edward T;
Verhoef, Philip A;
Robichaux, Chad;
Coopersmith, Craig M;
Churpek, Matthew M

Publication type:

Article

A scoping review of publicly available language tasks in clinical natural language processing.

Published in:

2022

By:

Gao, Yanjun;
Dligach, Dmitriy;
Christensen, Leslie;
Tesch, Samuel;
Laffin, Ryan;
Xu, Dongfang;
Miller, Timothy;
Uzuner, Ozlem;
Churpek, Matthew M;
Afshar, Majid

Publication type:

journal article

Identifying infected patients using semi-supervised and transfer learning.

Published in:

2022

By:

Bashiri, Fereshteh S;
Caskey, John R;
Mayampurath, Anoop;
Dussault, Nicole;
Dumanian, Jay;
Bhavani, Sivasubramanium V;
Carey, Kyle A;
Gilbert, Emily R;
Winslow, Christopher J;
Shah, Nirav S;
Edelson, Dana P;
Afshar, Majid;
Churpek, Matthew M

Publication type:

journal article

Bias and fairness assessment of a natural language processing opioid misuse classifier: detection and mitigation of electronic health record data disadvantages across racial subgroups.

Published in:

2021

By:

Thompson, Hale M;
Sharma, Brihat;
Bhalla, Sameer;
Boley, Randy;
McCluskey, Connor;
Dligach, Dmitriy;
Churpek, Matthew M;
Karnik, Niranjan S;
Afshar, Majid

Publication type:

journal article

Web Exclusives. Annals for Hospitalists Inpatient Notes - Predicting Codes-A Future With Fewer In-Hospital Cardiac Arrests.

Published in:

2017

By:

Edelson, Dana P;
Churpek, Matthew M

Publication type:

journal article

Individualized treatment in critical care: the oxygenation paradigm.

Published in:

2024

By:

Buell, Kevin G.;
Semler, Matthew W.;
Churpek, Matthew M.

Publication type:

Editorial

Development and validation of novel sepsis subphenotypes using trajectories of vital signs.

Published in:

Intensive Care Medicine, 2022, v. 48, n. 11, p. 1582, doi. 10.1007/s00134-022-06890-z

By:

Bhavani, Sivasubramanium V.;
Semler, Matthew;
Qian, Edward T.;
Verhoef, Philip A.;
Robichaux, Chad;
Churpek, Matthew M.;
Coopersmith, Craig M.

Publication type:

Article

Inherited mutations in cancer susceptibility genes are common among survivors of breast cancer who develop therapy-related leukemia.

Published in:

2016

By:

Churpek, Jane E.;
Marquez, Rafael;
Neistadt, Barbara;
Claussen, Kimberly;
Lee, Ming K.;
Churpek, Matthew M.;
Huo, Dezheng;
Weiner, Howard;
Bannerjee, Mekhala;
Godley, Lucy A.;
Le Beau, Michelle M.;
Pritchard, Colin C.;
Walsh, Tom;
King, Mary‐Claire;
Olopade, Olufunmilayo I.;
Larson, Richard A.;
King, Mary-Claire

Publication type:

journal article

Early Warning Scores With and Without Artificial Intelligence.

Published in:

JAMA Network Open, 2024, v. 7, n. 10, p. e2438986, doi. 10.1001/jamanetworkopen.2024.38986

By:

Edelson, Dana P.;
Churpek, Matthew M.;
Carey, Kyle A.;
Lin, Zhenqui;
Huang, Chenxi;
Siner, Jonathan M.;
Johnson, Jennifer;
Krumholz, Harlan M.;
Rhodes, Deborah J.

Publication type:

Article

The Precision Resuscitation With Crystalloids in Sepsis (PRECISE) Trial: A Trial Protocol.

Published in:

JAMA Network Open, 2024, v. 7, n. 9, p. e2434197, doi. 10.1001/jamanetworkopen.2024.34197

By:

Bhavani, Sivasubramanium V.;
Holder, Andre;
Miltz, Danielle;
Kamaleswaran, Rishikesan;
Khan, Sharaf;
Easley, Kirk;
Murphy, David J.;
Franks, Nicole;
Wright, David W.;
Kraft, Colleen;
Semler, Matthew W.;
Churpek, Matthew M.;
Martin, Greg S.;
Coopersmith, Craig M.

Publication type:

Article

Association of Transplant Center With Survival Benefit Among Adults Undergoing Heart Transplant in the United States.

Published in:

2019

By:

Parker, William F.;
Anderson, Allen S.;
Gibbons, Robert D.;
Garrity, Edward R.;
Ross, Lainie F.;
Huang, Elbert S.;
Churpek, Matthew M.;
Garrity, Edward R Jr

Publication type:

journal article

Association Between In-Hospital Critical Illness Events and Outcomes in Patients on the Same Ward.

Published in:

2016

By:

Volchenboum, Samuel L.;
Mayampurath, Anoop;
Göksu-Gürsoy, Gözde;
Edelson, Dana P.;
Howell, Michael D.;
Churpek, Matthew M.

Publication type:

Letter

Using Machine Learning to Predict Likelihood and Cause of Readmission After Hospitalization for Chronic Obstructive Pulmonary Disease Exacerbation.

Published in:

International Journal of COPD, 2022, v. 17, p. 2701, doi. 10.2147/COPD.S379700

By:

Bonomo, Matthew;
Hermsen, Michael G;
Kaskovich, Samuel;
Hemmrich, Maximilian J;
Rojas, Juan C;
Carey, Kyle A;
Venable, Laura Ruth;
Churpek, Matthew M;
Press, Valerie G

Publication type:

Article

SEQUENTIAL ORGAN FAILURE ASSESSMENT SCORE MODIFIED FOR RECENT INFECTION IN PATIENTS WITH HEMATOLOGIC MALIGNANT TUMORS AND SEVERE SEPSIS.

Published in:

American Journal of Critical Care, 2016, v. 25, n. 5, p. 409, doi. 10.4037/ajcc2016281

By:

Greenberg, Jared A.;
David, Michael Z.;
Churpek, Matthew M.;
Pitrak, David L.;
Hall, Jesse B.;
Kress, John P.

Publication type:

Article

Uncertainty estimation in diagnosis generation from large language models: next-word probability is not pre-test probability.

Published in:

JAMIA Open, 2025, v. 8, n. 1, p. 1, doi. 10.1093/jamiaopen/ooae154

By:

Gao, Yanjun;
Myers, Skatje;
Chen, Shan;
Dligach, Dmitriy;
Miller, Timothy;
Bitterman, Danielle S;
Chen, Guanhua;
Mayampurath, Anoop;
Churpek, Matthew M;
Afshar, Majid

Publication type:

Article

Prompt engineering with a large language model to assist providers in responding to patient inquiries: a real-time implementation in the electronic health record.

Published in:

JAMIA Open, 2024, v. 7, n. 3, p. 1, doi. 10.1093/jamiaopen/ooae080

By:

Afshar, Majid;
Gao, Yanjun;
Wills, Graham;
Wang, Jason;
Churpek, Matthew M;
Westenberger, Christa J;
Kunstman, David T;
Gordon, Joel E;
Goswami, Cherodeep;
Liao, Frank J;
Patterson, Brian

Publication type:

Article

Development and external validation of multimodal postoperative acute kidney injury risk machine learning models.

Published in:

JAMIA Open, 2023, v. 6, n. 4, p. 1, doi. 10.1093/jamiaopen/ooad109

By:

Karway, George K;
Koyner, Jay L;
Caskey, John;
Spicer, Alexandra B;
Carey, Kyle A;
Gilbert, Emily R;
Dligach, Dmitriy;
Mayampurath, Anoop;
Afshar, Majid;
Churpek, Matthew M

Publication type:

Article

Creation of a data commons for substance misuse related health research through privacy-preserving patient record linkage between hospitals and state agencies.

Published in:

JAMIA Open, 2023, v. 6, n. 4, p. 1, doi. 10.1093/jamiaopen/ooad092

By:

Afshar, Majid;
Oguss, Madeline;
Callaci, Thomas A;
Gruenloh, Timothy;
Gupta, Preeti;
Sun, Claire;
Afshar, Askar Safipour;
Cavanaugh, Joseph;
Churpek, Matthew M;
Nyakoe-Nyasani, Edwin;
Nguyen-Hilfiger, Huong;
Westergaard, Ryan;
Salisbury-Afshar, Elizabeth;
Gussick, Megan;
Patterson, Brian;
Manneh, Claire;
Mathew, Jomol;
Mayampurath, Anoop

Publication type:

Article

Skewed Lung CCR4 to CCR6 CD4<sup>+</sup> T Cell Ratio in Idiopathic Pulmonary Fibrosis Is Associated with Pulmonary Function.

Published in:

Frontiers in Immunology, 2016, v. 7, p. 1, doi. 10.3389/fimmu.2016.00516

By:

Adegunsoye, Ayodeji;
Hrusch, Cara L.;
Bonham, Catherine A.;
Jaffrey, Mohammad R.;
Blaine, Kelly M.;
Sullivan, Meghan;
Churpek, Matthew M.;
Strek, Mary E.;
Noth, Imre;
Sperling, Anne I.

Publication type:

Article

Prediction Models for Individualized Treatment Effects of Oxygen Targets—Reply.

Published in:

JAMA: Journal of the American Medical Association, 2024, v. 332, n. 9, p. 758, doi. 10.1001/jama.2024.12038

By:

Buell, Kevin G.;
Semler, Matthew W.;
Churpek, Matthew M.

Publication type:

Article

Individualized Treatment Effects of Oxygen Targets in Mechanically Ventilated Critically Ill Adults.

Published in:

JAMA: Journal of the American Medical Association, 2024, v. 331, n. 14, p. 1195, doi. 10.1001/jama.2024.2933

By:

Buell, Kevin G.;
Spicer, Alexandra B.;
Casey, Jonathan D.;
Seitz, Kevin P.;
Qian, Edward T.;
Graham Linck, Emma J.;
Self, Wesley H.;
Rice, Todd W.;
Sinha, Pratik;
Young, Paul J.;
Semler, Matthew W.;
Churpek, Matthew M.

Publication type:

Article

Development and Validation of a Risk Score Predicting Death Without Transplant in Adult Heart Transplant Candidates.

Published in:

JAMA: Journal of the American Medical Association, 2024, v. 331, n. 6, p. 500, doi. 10.1001/jama.2023.27029

By:

Zhang, Kevin C.;
Narang, Nikhil;
Jasseron, Carine;
Dorent, Richard;
Lazenby, Kevin A.;
Belkin, Mark N.;
Grinstein, Jonathan;
Mayampurath, Anoop;
Churpek, Matthew M.;
Khush, Kiran K.;
Parker, William F.

Publication type:

Article

The Value of Clinical Judgment in the Detection of Clinical Deterioration.

Published in:

JAMA Internal Medicine, 2015, v. 175, n. 3, p. 456, doi. 10.1001/jamainternmed.2014.7119

By:

Patel, Amitkumar R.;
Zadravecz, Frank J.;
Young, Robert S.;
Williams, Mark V.;
Churpek, Matthew M.;
Edelson, Dana P.

Publication type:

Article