Literature DB >> 27199498

Prediction Policy Problems.

Jon Kleinberg1, Jens Ludwig2, Sendhil Mullainathan3, Ziad Obermeyer4.   

Abstract

Entities:  

Year:  2015        PMID: 27199498      PMCID: PMC4869349          DOI: 10.1257/aer.p20151023

Source DB:  PubMed          Journal:  Am Econ Rev        ISSN: 0002-8282


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  1 in total

1.  Joint replacement surgery in elderly patients with severe osteoarthritis of the hip or knee: decision making, postoperative recovery, and clinical outcomes.

Authors:  Mary Beth Hamel; Maria Toth; Anna Legedza; Max P Rosen
Journal:  Arch Intern Med       Date:  2008-07-14
  1 in total
  28 in total

1.  Recommending teams promotes prosocial lending in online microfinance.

Authors:  Wei Ai; Roy Chen; Yan Chen; Qiaozhu Mei; Webb Phillips
Journal:  Proc Natl Acad Sci U S A       Date:  2016-12-14       Impact factor: 11.205

2.  Big Data: Will It Improve Patient-Centered Care?

Authors:  Denzil G Fiebig
Journal:  Patient       Date:  2017-04       Impact factor: 3.883

Review 3.  Integrating explanation and prediction in computational social science.

Authors:  Jake M Hofman; Duncan J Watts; Susan Athey; Filiz Garip; Thomas L Griffiths; Jon Kleinberg; Helen Margetts; Sendhil Mullainathan; Matthew J Salganik; Simine Vazire; Alessandro Vespignani; Tal Yarkoni
Journal:  Nature       Date:  2021-06-30       Impact factor: 49.962

4.  What failure to predict life outcomes can teach us.

Authors:  Filiz Garip
Journal:  Proc Natl Acad Sci U S A       Date:  2020-04-01       Impact factor: 11.205

5.  Classification of hospital admissions into emergency and elective care: a machine learning approach.

Authors:  Jonas Krämer; Jonas Schreyögg; Reinhard Busse
Journal:  Health Care Manag Sci       Date:  2017-11-25

6.  Does Machine Learning Automate Moral Hazard and Error?

Authors:  Sendhil Mullainathan; Ziad Obermeyer
Journal:  Am Econ Rev       Date:  2017-05

7.  Estimating treatment effects with machine learning.

Authors:  K John McConnell; Stephan Lindner
Journal:  Health Serv Res       Date:  2019-10-10       Impact factor: 3.402

8.  HUMAN DECISIONS AND MACHINE PREDICTIONS.

Authors:  Jon Kleinberg; Himabindu Lakkaraju; Jure Leskovec; Jens Ludwig; Sendhil Mullainathan
Journal:  Q J Econ       Date:  2017-08-26

9.  Predicting the Future - Big Data, Machine Learning, and Clinical Medicine.

Authors:  Ziad Obermeyer; Ezekiel J Emanuel
Journal:  N Engl J Med       Date:  2016-09-29       Impact factor: 91.245

10.  Evaluation of machine learning methodology for the prediction of healthcare resource utilization and healthcare costs in patients with critical limb ischemia-is preventive and personalized approach on the horizon?

Authors:  Jeffrey S Berger; Lloyd Haskell; Windsor Ting; Fedor Lurie; Shun-Chiao Chang; Luke A Mueller; Kenneth Elder; Kelly Rich; Concetta Crivera; Jeffrey R Schein; Veronica Alas
Journal:  EPMA J       Date:  2020-01-03       Impact factor: 6.543

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