Matched Learning for Optimizing Individualized Treatment Strategies Using Electronic Health Records

Journal of the American Statistical Association ◽

10.1080/01621459.2018.1549050 ◽

2019 ◽

Vol 115 (529) ◽

pp. 380-392 ◽

Author(s):

Peng Wu ◽

Donglin Zeng ◽

Yuanjia Wang

Keyword(s):

Electronic Health Records ◽

Treatment Strategies ◽

Individualized Treatment ◽

Health Records ◽

Electronic Health

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Deep representation learning for individualized treatment effect estimation using electronic health records

Journal of Biomedical Informatics ◽

10.1016/j.jbi.2019.103303 ◽

2019 ◽

Vol 100 ◽

pp. 103303 ◽

Author(s):

Peipei Chen ◽

Wei Dong ◽

Xudong Lu ◽

Uzay Kaymak ◽

Kunlun He ◽

...

Keyword(s):

Electronic Health Records ◽

Treatment Effect ◽

Representation Learning ◽

Individualized Treatment ◽

Health Records ◽

Treatment Effect Estimation ◽

Electronic Health ◽

Effect Estimation

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Comparing the Effectiveness of Dynamic Treatment Strategies Using Electronic Health Records: An Application of the Parametric g-Formula to Anemia Management Strategies

Health Services Research ◽

10.1111/1475-6773.12718 ◽

2017 ◽

Vol 53 (3) ◽

pp. 1900-1918 ◽

Author(s):

Yi Zhang ◽

Jessica G. Young ◽

Mae Thamer ◽

Miguel A. Hernán

Keyword(s):

Electronic Health Records ◽

Management Strategies ◽

Treatment Strategies ◽

Health Records ◽

Anemia Management ◽

Dynamic Treatment ◽

Electronic Health

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Electronic Health Records Deemed Good for the Earth

Cardiology News ◽

10.1016/s1544-8800(11)70197-x ◽

2011 ◽

Vol 9 (6) ◽

pp. 39

Author(s):

FRANCES CORREA

Keyword(s):

Electronic Health Records ◽

Health Records ◽

The Earth ◽

Good For ◽

Electronic Health

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Electronic Health Records: VA Leads the Way

PsycEXTRA Dataset ◽

10.1037/e510802006-001 ◽

2004 ◽

Author(s):

Robert M. Kolodner

Keyword(s):

Electronic Health Records ◽

Health Records ◽

Electronic Health ◽

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APA advocates for patient care, privacy issues at hearing on electronic health records

PsycEXTRA Dataset ◽

10.1037/e519822012-005 ◽

2005 ◽

Keyword(s):

Electronic Health Records ◽

Patient Care ◽

Health Records ◽

Electronic Health ◽

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Neuropsychological and Psychological Assessment Data in a National Electronic Health-Records System

PsycEXTRA Dataset ◽

10.1037/e635512009-001 ◽

2009 ◽

Author(s):

Tyler Story

Keyword(s):

Electronic Health Records ◽

Psychological Assessment ◽

Assessment Data ◽

Health Records ◽

Electronic Health

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Electronic health records: Context matters!

Families Systems & Health ◽

10.1037/fsh0000200 ◽

2016 ◽

Vol 34 (2) ◽

pp. 163-165 ◽

Author(s):

William B. Ventres ◽

Richard M. Frankel

Keyword(s):

Electronic Health Records ◽

Health Records ◽

Electronic Health

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Using Electronic Health Records System Not Burdensome

Clinical Psychiatry News ◽

10.1016/s0270-6644(05)70096-5 ◽

2005 ◽

Vol 33 (3) ◽

pp. 86

Author(s):

SHERRY BOSCHERT

Keyword(s):

Electronic Health Records ◽

Health Records ◽

Electronic Health

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Feds' Strategic Plan Boosts Electronic Health Records

Clinical Psychiatry News ◽

10.1016/s0270-6644(08)70518-6 ◽

2008 ◽

Vol 36 (7) ◽

pp. 65

Author(s):

MARY ELLEN SCHNEIDER

Keyword(s):

Electronic Health Records ◽

Strategic Plan ◽

Health Records ◽

Electronic Health

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Electronic Health Records Don't Slow Care Down

Family Practice News ◽

10.1016/s0300-7073(05)71508-5 ◽

2005 ◽

Vol 35 (4) ◽

pp. 87

Author(s):

SHERRY BOSCHERT

Keyword(s):

Electronic Health Records ◽

Health Records ◽

Electronic Health

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