Literature DB >> 26881365

Integrating Predictive Analytics Into High-Value Care: The Dawn of Precision Delivery.

Ravi B Parikh1, Meetali Kakad1, David W Bates1.   

Abstract

Mesh：

Year:  2016        PMID： 26881365     DOI： 10.1001/jama.2015.19417

Source DB:  PubMed          Journal:  JAMA        ISSN： 0098-7484            Impact factor:   56.272


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  52 in total

1.  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.

Authors:  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
Journal:  Contemp Clin Trials       Date:  2020-01-23       Impact factor: 2.226

2.  The number needed to benefit: estimating the value of predictive analytics in healthcare.

Authors:  Vincent X Liu; David W Bates; Jenna Wiens; Nigam H Shah
Journal:  J Am Med Inform Assoc       Date:  2019-12-01       Impact factor: 4.497

3.  A nonparametric updating method to correct clinical prediction model drift.

Authors:  Sharon E Davis; Robert A Greevy; Christopher Fonnesbeck; Thomas A Lasko; Colin G Walsh; Michael E Matheny
Journal:  J Am Med Inform Assoc       Date:  2019-12-01       Impact factor: 4.497

4.  Development of a machine learning algorithm predicting discharge placement after surgery for spondylolisthesis.

Authors:  Paul T Ogink; Aditya V Karhade; Quirina C B S Thio; Stuart H Hershman; Thomas D Cha; Christopher M Bono; Joseph H Schwab
Journal:  Eur Spine J       Date:  2019-03-27       Impact factor: 3.134

5.  Ethics and Epistemology in Big Data Research.

Authors:  Wendy Lipworth; Paul H Mason; Ian Kerridge; John P A Ioannidis
Journal:  J Bioeth Inq       Date:  2017-03-20       Impact factor: 1.352

6.  Calibration Drift Among Regression and Machine Learning Models for Hospital Mortality.

Authors:  Sharon E Davis; Thomas A Lasko; Guanhua Chen; Michael E Matheny
Journal:  AMIA Annu Symp Proc       Date:  2018-04-16

7.  Path From Predictive Analytics to Improved Patient Outcomes: A Framework to Guide Use, Implementation, and Evaluation of Accurate Surgical Predictive Models.

Authors:  Alex Hs Harris
Journal:  Ann Surg       Date:  2017-03       Impact factor: 12.969

8.  Predicting 30-Day Hospital Readmission Risk in a National Cohort of Patients with Cirrhosis.

Authors:  Jejo D Koola; Sam B Ho; Aize Cao; Guanhua Chen; Amy M Perkins; Sharon E Davis; Michael E Matheny
Journal:  Dig Dis Sci       Date:  2019-09-17       Impact factor: 3.199

9.  Where Is Health Care Headed?

Authors:  Jeffrey Bland
Journal:  Integr Med (Encinitas)       Date:  2016-06

10.  Identifying Specific Combinations of Multimorbidity that Contribute to Health Care Resource Utilization: An Analytic Approach.

Authors:  Nicholas K Schiltz; David F Warner; Jiayang Sun; Paul M Bakaki; Avi Dor; Charles W Given; Kurt C Stange; Siran M Koroukian
Journal:  Med Care       Date:  2017-03       Impact factor: 2.983
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