Churpek, Matthew M: search on Z-Library

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1

Comparison of variable selection methods for clinical predictive modeling

Sanchez-Pinto, L. Nelson, Venable, Laura Ruth, Fahrenbach, John, Churpek, Matthew M.

Journal:

International Journal of Medical Informatics

Year:

2018

Language:

english

File:

PDF, 545 KB

english, 2018

2

The Development and Validation of a Machine Learning Model to Predict Bacteremia and Fungemia in Hospitalized Patients Using Electronic Health Record Data

Bhavani, Sivasubramanium V., Lonjers, Zachary, Carey, Kyle A., Afshar, Majid, Gilbert, Emily R., Shah, Nirav S., Huang, Elbert S., Churpek, Matthew M.

Journal:

Critical Care Medicine

Year:

2020

File:

PDF, 480 KB

2020

3

Risk factors for infection and evaluation of Sepsis-3 in patients with trauma

Eguia, Emanuel, Cobb, Adrienne N., Baker, Marshall S., Joyce, Cara, Gilbert, Emily, Gonzalez, Richard, Afshar, Majid, Churpek, Matthew M.

Journal:

The American Journal of Surgery

Year:

2019

Language:

english

File:

PDF, 835 KB

english, 2019

4

Characteristics of Rapid Response Calls in the United States

Lyons, Patrick G., Edelson, Dana P., Carey, Kyle A., Twu, Nicole M., Chan, Paul S., Peberdy, Mary Ann, Praestgaard, Amy, Churpek, Matthew M.

Journal:

Critical Care Medicine

Year:

2019

File:

PDF, 178 KB

2019

5

Understanding Why Patients With COPD Get Readmitted

Shah, Tina, Churpek, Matthew M., Coca Perraillon, Marcelo, Konetzka, R. Tamara

Journal:

Year:

2015

Language:

english

File:

PDF, 680 KB

english, 2015

6

Predictors of In-Hospital Mortality After Rapid Response Team Calls in a 274 Hospital Nationwide Sample

Shappell, Claire, Snyder, Ashley, Edelson, Dana P., Churpek, Matthew M.

Journal:

Critical Care Medicine

Year:

2018

Language:

english

File:

PDF, 334 KB

english, 2018

7

Trends in Survival After In-Hospital Cardiac Arrest During Nights and Weekends

Ofoma, Uchenna R., Basnet, Suresh, Berger, Andrea, Kirchner, H. Lester, Girotra, Saket, Abella, Benjamin, Anderson, Monique L., Bradley, Steven M., Chan, Paul S., Edelson, Dana P., Churpek, Matthew M.

Journal:

Journal of the American College of Cardiology

Year:

2018

Language:

english

File:

PDF, 550 KB

english, 2018

8

Electronic cardiac arrest triage score best predicts mortality after intervention in patients with massive and submassive pulmonary embolism

Hirai, Taishi, Tate, Steven, Dryer, Kathryn, Jones, Deshon, Rosenberg, Jonathan, Nathan, Sandeep, Shah, Atman P., Carey, Kyle, Churpek, Matthew, Edelson, Dana, Friant, Janet, Paul, Jonathan, Blair, Jo

Journal:

Catheterization and Cardiovascular Interventions

Year:

2018

Language:

english

File:

PDF, 655 KB

english, 2018

9

Differences in Vital Signs Between Elderly and Nonelderly Patients Prior to Ward Cardiac Arrest

Churpek, Matthew M., Yuen, Trevor C., Winslow, Christopher, Hall, Jesse, Edelson, Dana P.

Journal:

Critical Care Medicine

Year:

2015

Language:

english

File:

PDF, 571 KB

english, 2015

10

TCT-790 Cardiac Arrest Triage score best predicts mortality after intervention in patients with massive and submassive pulmonary embolism

Hirai, Taishi, Jones, DeShon, Tate, Steven, Dryer, Kathryn, Churpek, Matthew, Santiago, Lyn, Edelson, Dana, Friant, Janet, Nathan, Sandeep, Shah, Atman, Paul, Jonathan, Blair, John

Journal:

Journal of the American College of Cardiology

Year:

2016

Language:

english

File:

PDF, 442 KB

english, 2016

11

[American Thoracic Society American Thoracic Society 2012 International Conference, May 18-23, 2012 • San Francisco, California - ()] A39. IMPROVING QUALITY IN THE INTENSIVE CARE UNIT - Differences In Vital Signs Between Older And Younger Patients Before Cardiac Arrest On The Wards

Churpek, Matthew M., Yuen, Trevor C., Hall, Jesse B., Edelson, Dana P.

Year:

2012

Language:

english

File:

PDF, 56 KB

english, 2012

12

[American Thoracic Society American Thoracic Society 2011 International Conference, May 13-18, 2011 • Denver Colorado - ()] C23. PROCESS OF CARE, QUALITY OF LIFE, LONG TERM FOLLOW-UP - Can Vital Signs Predict Cardiac Arrest On The Wards? A Nested Case-Control Study

Churpek, Matthew M., Yuen, Trevor C., Park, Seo Y., Hall, Jesse B., Edelson, Dana P.

Year:

2011

Language:

english

File:

PDF, 65 KB

english, 2011

13

Obstructive sleep apnea and adverse outcomes in surgical and nonsurgical patients on the wards

Lyons, Patrick G., Zadravecz, Frank J., Edelson, Dana P., Mokhlesi, Babak, Churpek, Matthew M.

Journal:

Journal of Hospital Medicine

Year:

2015

Language:

english

File:

PDF, 188 KB

english, 2015

14

Identifying Patients with Sepsis on the Hospital Wards

Bhattacharjee, Poushali, Edelson, Dana P., Churpek, Matthew M.

Journal:

Year:

2016

Language:

english

File:

PDF, 418 KB

english, 2016

15

Geographic Variation in the Treatment of U.S. Adult Heart Transplant Candidates

Parker, William F., Anderson, Allen S., Hedeker, Donald, Huang, Elbert S., Garrity, Edward R., Siegler, Mark, Churpek, Matthew M.

Journal:

Journal of the American College of Cardiology

Year:

2018

Language:

english

File:

PDF, 722 KB

english, 2018

16

Use of serial analysis of gene expression to generate kidney expression libraries

El-Meanawy, M. Ashraf, Schelling, Jeffrey R., Pozuelo, Fatima, Churpek, Matthew M., Ficker, Eckhard K., Iyengar, Sudha, Sedor, John R.

Journal:

American journal of physiology. Renal physiology

Year:

2000

Language:

english

File:

PDF, 1.13 MB

english, 2000

17

[American Thoracic Society American Thoracic Society 2012 International Conference, May 18-23, 2012 â¢ San Francisco, California - ()] A39. IMPROVING QUALITY IN THE INTENSIVE CARE UNIT - Is Physiology Just Physiology? Ward Vital Sign Comparisons Before Cardiac Arrest, ICU Transfer, And Death

Churpek, Matthew M., Yuen, Trevor C., Edelson, Dana P.

Year:

2012

File:

PDF, 32 KB

2012

18

Association between intensive care unit transfer delay and hospital mortality: A multicenter investigation

Churpek, Matthew M., Wendlandt, Blair, Zadravecz, Frank J., Adhikari, Richa, Winslow, Christopher, Edelson, Dana P.

Journal:

Journal of Hospital Medicine

Year:

2016

Language:

english

File:

PDF, 208 KB

english, 2016

19

Trends in the Use of Inotropes to List Adult Heart Transplant Candidates at Status 1A

Parker, William F., Garrity, Edward R., Fedson, Savitri, Churpek, Matthew M.

Journal:

Circulation Heart Failure

Year:

2017

Language:

english

File:

PDF, 2.37 MB

english, 2017

20

In response to “Obstructive sleep apnea and adverse outcomes in surgical and nonsurgical patients on the wards”

Lyons, Patrick G., Zadravecz, Frank J., Edelson, Dana P., Mokhlesi, Babak, Churpek, Matthew M.

Journal:

Journal of Hospital Medicine

Year:

2016

Language:

english

File:

PDF, 70 KB

english, 2016

21

Moving Beyond Single-Parameter Early Warning Scores for Rapid Response System Activation*

Churpek, Matthew M., Edelson, Dana P.

Journal:

Critical Care Medicine

Year:

2016

Language:

english

File:

PDF, 422 KB

english, 2016

22

Relationship Between ICU Bed Availability, ICU Readmission, and Cardiac Arrest in the General Wards

Town, James A., Churpek, Matthew M., Yuen, Trevor C., Huber, Michael T., Kress, John P., Edelson, Dana P.

Journal:

Critical Care Medicine

Year:

2014

Language:

english

File:

PDF, 500 KB

english, 2014

23

Trends, Cost, and Mortality From Sepsis After Trauma in the United States

Eguia, Emanuel, Bunn, Corinne, Kulshrestha, Sujay, Markossian, Talar, Durazo-Arvizu, Ramon, Baker, Marshall S., Gonzalez, Richard, Behzadi, Faraz, Churpek, Matthew, Joyce, Cara, Afshar, Majid

Journal:

Critical Care Medicine

Year:

2020

File:

PDF, 536 KB

2020

24

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

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

Journal:

American Journal of Respiratory and Critical Care Medicine

Year:

2015

Language:

english

File:

PDF, 771 KB

english, 2015

25

Using Clinical Pathways to Assess Interventions to Prevent COPD Readmissions: Response

Shah, Tina, Churpek, Matthew M., Coca Perraillon, Marcelo, Konetzka, R. Tamara

Journal:

Year:

2015

Language:

english

File:

PDF, 141 KB

english, 2015

26

Is it too early to investigate survival outcomes of the new US heart allocation system?

Parker, William F., Churpek, Matthew M., Anderson, Allen S.

Journal:

The Journal of Heart and Lung Transplantation

Year:

2020

Language:

english

File:

PDF, 205 KB

english, 2020

27

TEMPERATURE TRAJECTORY MAY BE AN INDICATOR OF BACTEREMIA IN PATIENTS WITH SEPTIC SHOCK

Osorio, Paola Lecompte, Bhavani, Sivasubramanium, Lin, Julie, Patel, Bhakti, Sperling, Anne, Churpek, Matthew, Verhoef, Philip, Kress, John, Wolfe, Krysta

Journal:

Year:

2020

File:

PDF, 63 KB

2020

28

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

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

Journal:

JAMA The Journal of the American Medical Association

Year:

2016

Language:

english

File:

PDF, 66 KB

english, 2016

29

In search of the optimal rapid response system bundle

Churpek, Matthew M., Edelson, Dana P.

Journal:

Journal of Hospital Medicine

Year:

2015

Language:

english

File:

PDF, 82 KB

english, 2015

30

Association Between Survival and Time of Day for Rapid Response Team Calls in a National Registry

Churpek, Matthew Michael, Edelson, Dana P., Lee, Ji Yeon, Carey, Kyle, Snyder, Ashley

Journal:

Critical Care Medicine

Year:

2017

Language:

english

File:

PDF, 171 KB

english, 2017

31

RISKS OF CATHETER-DIRECTED THERAPY VERSUS CONSERVATIVE THERAPY IN A HIGH RISK, PROPENSITY-SCORE MATCHED PULMONARY EMBOLISM PATIENT POPULATION

Putnam, Andrew, Carey, Kyle, Shah, Atman, Nathan, Sandeep, Blair, John, Churpek, Matthew, Friant, Janet, Paul, Jonathan

Journal:

Journal of the American College of Cardiology

Year:

2018

Language:

english

File:

PDF, 156 KB

english, 2018

32

A Vital Sign-Based Model to Predict Clinical Deterioration in Hospitalized Children*

Mayampurath, Anoop, Jani, Priti, Dai, Yangyang, Gibbons, Robert, Edelson, Dana, Churpek, Matthew M.

Journal:

Pediatric Critical Care Medicine

Year:

2020

File:

PDF, 438 KB

2020

33

Derivation of a cardiac arrest prediction model using ward vital signs*

Churpek, Matthew M., Yuen, Trevor C., Park, Seo Young, Meltzer, David O., Hall, Jesse B., Edelson, Dana P.

Journal:

Critical Care Medicine

Year:

2012

Language:

english

File:

PDF, 1.25 MB

english, 2012

34

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

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

Journal:

Year:

2019

Language:

english

File:

PDF, 1.02 MB

english, 2019

35

Using Electronic Health Record Data to Develop and Validate a Prediction Model for Adverse Outcomes in the Wards*

Churpek, Matthew M., Yuen, Trevor C., Park, Seo Young, Gibbons, Robert, Edelson, Dana P.

Journal:

Critical Care Medicine

Year:

2014

Language:

english

File:

PDF, 498 KB

english, 2014

36

Impact of Vasoactive Medications on ICU-Acquired Weakness in Mechanically Ventilated Patients

Wolfe, Krysta S., Patel, Bhakti K., MacKenzie, Erica L., Giovanni, Shewit P., Pohlman, Anne S., Churpek, Matthew M., Hall, Jesse B., Kress, John P.

Journal:

Year:

2018

Language:

english

File:

PDF, 294 KB

english, 2018

37

1584

Verhoef, Philip, Carey, Kyle, Churpek, Matthew

Journal:

Critical Care Medicine

Year:

2019

File:

PDF, 52 KB

2019

38

Predicting clinical deterioration with Q-ADDS compared to NEWS, Between the Flags, and eCART track and trigger tools

Campbell, Victoria, Conway, Roger, Carey, Kyle, Tran, Khoa, Visser, Adam, Gifford, Shaune, McLanders, Mia, Edelson, Dana, Churpek, Matthew

Journal:

Year:

2020

File:

PDF, 516 KB

2020

39

Sifting through the heterogeneity of the Rapid Response System literature

Edelson, Dana P., Churpek, Matthew M.

Journal:

Year:

2012

Language:

english

File:

PDF, 106 KB

english, 2012

40

Location of In‐Hospital Cardiac Arrest in the United States—Variability in Event Rate and Outcomes

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.

Journal:

Journal of the American Heart Association

Year:

2016

Language:

english

File:

PDF, 892 KB

english, 2016

41

Investigating the Impact of Different Suspicion of Infection Criteria on the Accuracy of Quick Sepsis-Related Organ Failure Assessment, Systemic Inflammatory Response Syndrome, and Early Warning Scores

Churpek, Matthew M., Snyder, Ashley, Sokol, Sarah, Pettit, Natasha N., Edelson, Dana P.

Journal:

Critical Care Medicine

Year:

2017

Language:

english

File:

PDF, 253 KB

english, 2017

42

Predicting Intensive Care Unit Readmission with Machine Learning Using Electronic Health Record Data

Rojas, Juan C, Carey, Kyle A, Edelson, Dana P, Venable, Laura R, Howell, Michael D., Churpek, Matthew M

Journal:

Annals of the American Thoracic Society

Year:

2018

Language:

english

File:

PDF, 738 KB

english, 2018

43

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

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.

Journal:

JAMA Network Open

Year:

2020

File:

PDF, 817 KB

2020

44

[American Thoracic Society American Thoracic Society 2012 International Conference, May 18-23, 2012 • San Francisco, California - ()] C94. FROM BAY TO BREAKING INTENSIVE CARE UNIT CAPACITY: STAFFING, STRAINS AND STEMMING THE TIDE - The Relationship Between ICU Bed Availability, ICU Readmission And Cardiac Arrest On The General Wards

Town, James A., Huber, Michael T., Yuen, Trevor C., Churpek, Matthew M., Kress, John P., Edelson, Dana P.

Year:

2012

Language:

english

File:

PDF, 40 KB

english, 2012

45

Comparison of the Between the Flags calling criteria to the MEWS, NEWS and the electronic Cardiac Arrest Risk Triage (eCART) score for the identification of deteriorating ward patients

Green, Malcolm, Lander, Harvey, Snyder, Ashley, Hudson, Paul, Churpek, Matthew, Edelson, Dana

Journal:

Year:

2017

Language:

english

File:

PDF, 963 KB

english, 2017

46

Obstructive Sleep Apnea as a Predictor of Clinical Deterioration in Hospitalized Patients on the Wards

Lyons, Patrick, Churpek, Matthew, Zadravecz, Frank, Edelson, Dana, Mokhlesi, Babak

Journal:

Year:

2014

Language:

english

File:

PDF, 18 KB

english, 2014

47

Allergic Immune Diseases and the Risk of Mortality Among Patients Hospitalized for Acute Infection*

Verhoef, Philip A., Bhavani, Sivasubramanium V., Carey, Kyle A., Churpek, Matthew M.

Journal:

Critical Care Medicine

Year:

2019

File:

PDF, 269 KB

2019

48

Novel Temperature Trajectory Subphenotypes in COVID-19

Bhavani, Sivasubramanium V., Huang, Elbert S., Verhoef, Philip A., Churpek, Matthew M.

Journal:

Year:

2020

File:

PDF, 490 KB

2020

49

Recommended Reading from the University of Chicago Pulmonary and Critical Care Fellows

Patterson, Karen, McShane, P. J., Churpek, Matthew M., Verhoef, Philip A.

Journal:

American Journal of Respiratory and Critical Care Medicine

Year:

2010

Language:

english

File:

PDF, 45 KB

english, 2010

50

Big Data and Data Science in Critical Care

Sanchez-Pinto, L. Nelson, Luo, Yuan, Churpek, Matthew M.

Journal:

Year:

2018

Language:

english

File:

PDF, 1.99 MB

english, 2018

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