Literature DB >> 34086902

Progress toward a science of learning systems for healthcare.

Suzanne Bakken1.   

Abstract

Entities:  

Mesh：

Year:  2021        PMID： 34086902      PMCID： PMC8200258          DOI： 10.1093/jamia/ocab104

Source DB:  PubMed          Journal:  J Am Med Inform Assoc        ISSN： 1067-5027            Impact factor:   7.942


× No keyword cloud information.
  8 in total

1.  Enabling a learning healthcare system with automated computer protocols that produce replicable and personalized clinician actions.

Authors:  Alan H Morris; Brian Stagg; Michael Lanspa; James Orme; Terry P Clemmer; Lindell K Weaver; Frank Thomas; Colin K Grissom; Ellie Hirshberg; Thomas D East; Carrie Jane Wallace; Michael P Young; Dean F Sittig; Antonio Pesenti; Michela Bombino; Eduardo Beck; Katherine A Sward; Charlene Weir; Shobha S Phansalkar; Gordon R Bernard; B Taylor Thompson; Roy Brower; Jonathon D Truwit; Jay Steingrub; R Duncan Hite; Douglas F Willson; Jerry J Zimmerman; Vinay M Nadkarni; Adrienne Randolph; Martha A Q Curley; Christopher J L Newth; Jacques Lacroix; Michael S D Agus; Kang H Lee; Bennett P deBoisblanc; R Scott Evans; Dean K Sorenson; Anthony Wong; Michael V Boland; David W Grainger; Willard H Dere; Alan S Crandall; Julio C Facelli; Stanley M Huff; Peter J Haug; Ulrike Pielmeier; Stephen E Rees; Dan S Karbing; Steen Andreassen; Eddy Fan; Roberta M Goldring; Kenneth I Berger; Beno W Oppenheimer; E Wesley Ely; Ognjen Gajic; Brian Pickering; David A Schoenfeld; Irena Tocino; Russell S Gonnering; Peter J Pronovost; Lucy A Savitz; Didier Dreyfuss; Arthur S Slutsky; James D Crapo; Derek Angus; Michael R Pinsky; Brent James; Donald Berwick
Journal:  J Am Med Inform Assoc       Date:  2021-06-12       Impact factor: 4.497

2.  A high-throughput phenotyping algorithm is portable from adult to pediatric populations.

Authors:  Alon Geva; Molei Liu; Vidul A Panickan; Paul Avillach; Tianxi Cai; Kenneth D Mandl
Journal:  J Am Med Inform Assoc       Date:  2021-06-12       Impact factor: 4.497

3.  Mining tasks and task characteristics from electronic health record audit logs with unsupervised machine learning.

Authors:  Bob Chen; Wael Alrifai; Cheng Gao; Barrett Jones; Laurie Novak; Nancy Lorenzi; Daniel France; Bradley Malin; You Chen
Journal:  J Am Med Inform Assoc       Date:  2021-06-12       Impact factor: 4.497

4.  A framework for making predictive models useful in practice.

Authors:  Kenneth Jung; Sehj Kashyap; Anand Avati; Stephanie Harman; Heather Shaw; Ron Li; Margaret Smith; Kenny Shum; Jacob Javitz; Yohan Vetteth; Tina Seto; Steven C Bagley; Nigam H Shah
Journal:  J Am Med Inform Assoc       Date:  2021-06-12       Impact factor: 4.497

5.  Toward a science of learning systems: a research agenda for the high-functioning Learning Health System.

Authors:  Charles Friedman; Joshua Rubin; Jeffrey Brown; Melinda Buntin; Milton Corn; Lynn Etheredge; Carl Gunter; Mark Musen; Richard Platt; William Stead; Kevin Sullivan; Douglas Van Houweling
Journal:  J Am Med Inform Assoc       Date:  2014-10-23       Impact factor: 4.497

6.  Healthcare Process Modeling to Phenotype Clinician Behaviors for Exploiting the Signal Gain of Clinical Expertise (HPM-ExpertSignals): Development and evaluation of a conceptual framework.

Authors:  Sarah Collins Rossetti; Chris Knaplund; Dave Albers; Patricia C Dykes; Min Jeoung Kang; Tom Z Korach; Li Zhou; Kumiko Schnock; Jose Garcia; Jessica Schwartz; Li-Heng Fu; Jeffrey G Klann; Graham Lowenthal; Kenrick Cato
Journal:  J Am Med Inform Assoc       Date:  2021-06-12       Impact factor: 4.497

7.  Developing a data infrastructure for a learning health system: the PORTAL network.

Authors:  Elizabeth A McGlynn; Tracy A Lieu; Mary L Durham; Alan Bauck; Reesa Laws; Alan S Go; Jersey Chen; Heather Spencer Feigelson; Douglas A Corley; Deborah Rohm Young; Andrew F Nelson; Arthur J Davidson; Leo S Morales; Michael G Kahn
Journal:  J Am Med Inform Assoc       Date:  2014-05-12       Impact factor: 4.497

8.  Scalable Collaborative Infrastructure for a Learning Healthcare System (SCILHS): architecture.

Authors:  Kenneth D Mandl; Isaac S Kohane; Douglas McFadden; Griffin M Weber; Marc Natter; Joshua Mandel; Sebastian Schneeweiss; Sarah Weiler; Jeffrey G Klann; Jonathan Bickel; William G Adams; Yaorong Ge; Xiaobo Zhou; James Perkins; Keith Marsolo; Elmer Bernstam; John Showalter; Alexander Quarshie; Elizabeth Ofili; George Hripcsak; Shawn N Murphy
Journal:  J Am Med Inform Assoc       Date:  2014-05-12       Impact factor: 4.497
  8 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.