Literature DB >> 27732706

Risk Prediction With Electronic Health Records: The Importance of Model Validation and Clinical Context.

Benjamin A Goldstein1, Ann Marie Navar2, Michael J Pencina1.   

Abstract

Entities:  

Year:  2016        PMID： 27732706      PMCID： PMC5510620          DOI： 10.1001/jamacardio.2016.3826

Source DB:  PubMed          Journal:  JAMA Cardiol            Impact factor:   14.676


× No keyword cloud information.
  9 in total

1.  2013 ACC/AHA guideline on the assessment of cardiovascular risk: a report of the American College of Cardiology/American Heart Association Task Force on Practice Guidelines.

Authors:  David C Goff; Donald M Lloyd-Jones; Glen Bennett; Sean Coady; Ralph B D'Agostino; Raymond Gibbons; Philip Greenland; Daniel T Lackland; Daniel Levy; Christopher J O'Donnell; Jennifer G Robinson; J Sanford Schwartz; Susan T Shero; Sidney C Smith; Paul Sorlie; Neil J Stone; Peter W F Wilson; Harmon S Jordan; Lev Nevo; Janusz Wnek; Jeffrey L Anderson; Jonathan L Halperin; Nancy M Albert; Biykem Bozkurt; Ralph G Brindis; Lesley H Curtis; David DeMets; Judith S Hochman; Richard J Kovacs; E Magnus Ohman; Susan J Pressler; Frank W Sellke; Win-Kuang Shen; Sidney C Smith; Gordon F Tomaselli
Journal:  Circulation       Date:  2013-11-12       Impact factor: 29.690

2.  Are We Ready for Mass Screening to Detect Atrial Fibrillation?

Authors:  Jeffrey S Healey; Roopinder K Sandhu
Journal:  Circulation       Date:  2015-06-23       Impact factor: 29.690

3.  2012 focused update of the ESC Guidelines for the management of atrial fibrillation: an update of the 2010 ESC Guidelines for the management of atrial fibrillation. Developed with the special contribution of the European Heart Rhythm Association.

Authors:  A John Camm; Gregory Y H Lip; Raffaele De Caterina; Irene Savelieva; Dan Atar; Stefan H Hohnloser; Gerhard Hindricks; Paulus Kirchhof
Journal:  Eur Heart J       Date:  2012-08-24       Impact factor: 29.983

Review 4.  Opportunities and challenges in developing risk prediction models with electronic health records data: a systematic review.

Authors:  Benjamin A Goldstein; Ann Marie Navar; Michael J Pencina; John P A Ioannidis
Journal:  J Am Med Inform Assoc       Date:  2016-05-17       Impact factor: 4.497

5.  Patients enrolled in coronary intervention trials are not representative of patients in clinical practice: results from the Euro Heart Survey on Coronary Revascularization.

Authors:  Marjo Hordijk-Trion; Mattie Lenzen; William Wijns; Peter de Jaegere; Maarten L Simoons; Wilma J M Scholte op Reimer; Michel E Bertrand; Nestor Mercado; Eric Boersma
Journal:  Eur Heart J       Date:  2006-01-19       Impact factor: 29.983

6.  Assessing the performance of prediction models: a framework for traditional and novel measures.

Authors:  Ewout W Steyerberg; Andrew J Vickers; Nancy R Cook; Thomas Gerds; Mithat Gonen; Nancy Obuchowski; Michael J Pencina; Michael W Kattan
Journal:  Epidemiology       Date:  2010-01       Impact factor: 4.822

7.  Caveats for the use of operational electronic health record data in comparative effectiveness research.

Authors:  William R Hersh; Mark G Weiner; Peter J Embi; Judith R Logan; Philip R O Payne; Elmer V Bernstam; Harold P Lehmann; George Hripcsak; Timothy H Hartzog; James J Cimino; Joel H Saltz
Journal:  Med Care       Date:  2013-08       Impact factor: 2.983

8.  Evaluation of a Prediction Model for the Development of Atrial Fibrillation in a Repository of Electronic Medical Records.

Authors:  Matthew J Kolek; Amy J Graves; Meng Xu; Aihua Bian; Pedro Luis Teixeira; M Benjamin Shoemaker; Babar Parvez; Hua Xu; Susan R Heckbert; Patrick T Ellinor; Emelia J Benjamin; Alvaro Alonso; Joshua C Denny; Karel G M Moons; Ayumi K Shintani; Frank E Harrell; Dan M Roden; Dawood Darbar
Journal:  JAMA Cardiol       Date:  2016-12-01       Impact factor: 14.676

9.  Simple risk model predicts incidence of atrial fibrillation in a racially and geographically diverse population: the CHARGE-AF consortium.

Authors:  Alvaro Alonso; Bouwe P Krijthe; Thor Aspelund; Katherine A Stepas; Michael J Pencina; Carlee B Moser; Moritz F Sinner; Nona Sotoodehnia; João D Fontes; A Cecile J W Janssens; Richard A Kronmal; Jared W Magnani; Jacqueline C Witteman; Alanna M Chamberlain; Steven A Lubitz; Renate B Schnabel; Sunil K Agarwal; David D McManus; Patrick T Ellinor; Martin G Larson; Gregory L Burke; Lenore J Launer; Albert Hofman; Daniel Levy; John S Gottdiener; Stefan Kääb; David Couper; Tamara B Harris; Elsayed Z Soliman; Bruno H C Stricker; Vilmundur Gudnason; Susan R Heckbert; Emelia J Benjamin
Journal:  J Am Heart Assoc       Date:  2013-03-18       Impact factor: 5.501
  9 in total
  10 in total

1.  Developing a Data Quality Standard Primer for Cardiovascular Risk Assessment from Electronic Health Record Data Using the DataGauge Process.

Authors:  Franck Diaz-Garelli; Andrew Long; Michael P Bancks; Alain G Bertoni; Adhithya Narayanan; Brian J Wells
Journal:  AMIA Annu Symp Proc       Date:  2022-02-21

2.  Development and Validation of a Model to Predict Anterior Segment Vision-Threatening Eye Disease Using Primary Care Clinical Notes.

Authors:  Karandeep Singh; Alexa Thibodeau; Leslie M Niziol; Tejpreet K Nakai; Jill E Bixler; Mariam Khan; Maria A Woodward
Journal:  Cornea       Date:  2021-10-05       Impact factor: 3.152

3.  Predictive Accuracy of Heart Failure-Specific Risk Equations in an Electronic Health Record-Based Cohort.

Authors:  Aakash Bavishi; Matthew Bruce; Hongyan Ning; Priya M Freaney; Peter Glynn; Faraz S Ahmad; Clyde W Yancy; Sanjiv J Shah; Norrina B Allen; Suma X Vupputuri; Laura J Rasmussen-Torvik; Donald M Lloyd-Jones; Sadiya S Khan
Journal:  Circ Heart Fail       Date:  2020-10-23       Impact factor: 8.790

4.  Minimal Impact of Implemented Early Warning Score and Best Practice Alert for Patient Deterioration.

Authors:  Armando D Bedoya; Meredith E Clement; Matthew Phelan; Rebecca C Steorts; Cara O'Brien; Benjamin A Goldstein
Journal:  Crit Care Med       Date:  2019-01       Impact factor: 7.598

5.  Are Unselected Risk Scores in the Cardiac Intensive Care Unit Needed?

Authors:  P Elliott Miller; Jacob Jentzer; Jason N Katz
Journal:  J Am Heart Assoc       Date:  2021-10-18       Impact factor: 5.501

6.  Validation of the WATCH-DM and TRS-HFDM Risk Scores to Predict the Risk of Incident Hospitalization for Heart Failure Among Adults With Type 2 Diabetes: A Multicohort Analysis.

Authors:  Matthew W Segar; Kershaw V Patel; Anne S Hellkamp; Muthiah Vaduganathan; Yuliya Lokhnygina; Jennifer B Green; Siu-Hin Wan; Ahmed A Kolkailah; Rury R Holman; Eric D Peterson; Vaishnavi Kannan; Duwayne L Willett; Darren K McGuire; Ambarish Pandey
Journal:  J Am Heart Assoc       Date:  2022-06-03       Impact factor: 6.106

7.  Development and validation of machine learning models to identify high-risk surgical patients using automatically curated electronic health record data (Pythia): A retrospective, single-site study.

Authors:  Kristin M Corey; Sehj Kashyap; Elizabeth Lorenzi; Sandhya A Lagoo-Deenadayalan; Katherine Heller; Krista Whalen; Suresh Balu; Mitchell T Heflin; Shelley R McDonald; Madhav Swaminathan; Mark Sendak
Journal:  PLoS Med       Date:  2018-11-27       Impact factor: 11.069

8.  Predictive analytics in health care: how can we know it works?

Authors:  Ben Van Calster; Laure Wynants; Dirk Timmerman; Ewout W Steyerberg; Gary S Collins
Journal:  J Am Med Inform Assoc       Date:  2019-12-01       Impact factor: 4.497

9.  Rationale and design of a multicenter Chronic Kidney Disease (CKD) and at-risk for CKD electronic health records-based registry: CURE-CKD.

Authors:  Keith C Norris; O Kenrik Duru; Radica Z Alicic; Kenn B Daratha; Susanne B Nicholas; Sterling M McPherson; Douglas S Bell; Jenny I Shen; Cami R Jones; Tannaz Moin; Amy D Waterman; Joshua J Neumiller; Roberto B Vargas; Alex A T Bui; Carol M Mangione; Katherine R Tuttle
Journal:  BMC Nephrol       Date:  2019-11-20       Impact factor: 2.388

10.  Natural language processing for the assessment of cardiovascular disease comorbidities: The cardio-Canary comorbidity project.

Authors:  Adam N Berman; David W Biery; Curtis Ginder; Olivia L Hulme; Daniel Marcusa; Orly Leiva; Wanda Y Wu; Nicholas Cardin; Jon Hainer; Deepak L Bhatt; Marcelo F Di Carli; Alexander Turchin; Ron Blankstein
Journal:  Clin Cardiol       Date:  2021-08-04       Impact factor: 3.287
  10 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.