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References

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Authors:

(1) Braja Gopal Patra, Weill Cornell Medicine, New York, NY, USA and co-first authors;

(2) Lauren A. Lepow, Icahn School of Medicine at Mount Sinai, New York, NY, USA and co-first authors;

(3) Praneet Kasi Reddy Jagadeesh Kumar. Weill Cornell Medicine, New York, NY, USA;

(4) Veer Vekaria, Weill Cornell Medicine, New York, NY, USA;

(5) Mohit Manoj Sharma, Weill Cornell Medicine, New York, NY, USA;

(6) Prakash Adekkanattu, Weill Cornell Medicine, New York, NY, USA;

(7) Brian Fennessy, Icahn School of Medicine at Mount Sinai, New York, NY, USA;

(8) Gavin Hynes, Icahn School of Medicine at Mount Sinai, New York, NY, USA;

(9) Isotta Landi, Icahn School of Medicine at Mount Sinai, New York, NY, USA;

(10) Jorge A. Sanchez-Ruiz, Mayo Clinic, Rochester, MN, USA;

(11) Euijung Ryu, Mayo Clinic, Rochester, MN, USA;

(12) Joanna M. Biernacka, Mayo Clinic, Rochester, MN, USA;

(13) Girish N. Nadkarni, Icahn School of Medicine at Mount Sinai, New York, NY, USA;

(14) Ardesheer Talati, Columbia University Vagelos College of Physicians and Surgeons, New York, NY, USA and New York State Psychiatric Institute, New York, NY, USA;

(15) Myrna Weissman, Columbia University Vagelos College of Physicians and Surgeons, New York, NY, USA and New York State Psychiatric Institute, New York, NY, USA;

(16) Mark Olfson, Columbia University Vagelos College of Physicians and Surgeons, New York, NY, USA, New York State Psychiatric Institute, New York, NY, USA, and Columbia University Irving Medical Center, New York, NY, USA;

(17) J. John Mann, Columbia University Irving Medical Center, New York, NY, USA;

(18) Alexander W. Charney, Icahn School of Medicine at Mount Sinai, New York, NY, USA;

(19) Jyotishman Pathak, Weill Cornell Medicine, New York, NY, USA.

Table of Links

Abstract and 1. Introduction

2 Data

2.1 Data Sources

2.2 SS and SI Categories

3 Methods

3.1 Lexicon Creation and Expansion

3.2 Annotations

3.3 System Description

4 Results

4.1 Demographics and 4.2 System Performance

5 Discussion

5.1 Limitations

6 Conclusion, Reproducibility, Funding, Acknowledgments, Author Contributions, and References


SUPPLEMENTARY

Guidelines for Annotating Social Support and Social Isolation in Clinical Notes

Other Supervised Models

References








This paper is available on arxiv under CC BY 4.0 DEED license.


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