SymptomGraph: Identifying Symptom Clusters from Narrative Clinical Notes using Graph Clustering

Author:

Tahabi Fattah Muhammad1ORCID,Storey Susan2ORCID,Luo Xiao3ORCID

Affiliation:

1. Department of Electrical and Computer Engineering, Indiana University-Purdue University Indianapolis, Indianapolis, Indiana, United States

2. School of Nursing, Indiana University, Indianapolis, Indiana, United States

3. Department of Computer Information Technology, Indiana University-Purdue University Indianapolis, Indianapolis, Indiana, United States

Funder

National Institute of General Medical Sciences

Publisher

ACM

Reference52 articles.

1. HJN Andreyev , AR Norman , J Oates , and D Cunningham . 1998. Why do patients with weight loss have a worse outcome when undergoing chemotherapy for gastrointestinal malignancies? European journal of cancer 34, 4 ( 1998 ), 503--509. HJN Andreyev, AR Norman, J Oates, and D Cunningham. 1998. Why do patients with weight loss have a worse outcome when undergoing chemotherapy for gastrointestinal malignancies? European journal of cancer 34, 4 (1998), 503--509.

2. Alan R Aronson . 2001 . Effective mapping of biomedical text to the UMLS Metathesaurus: the MetaMap program .. In Proceedings of the AMIA Symposium. American Medical Informatics Association, 17 . Alan R Aronson. 2001. Effective mapping of biomedical text to the UMLS Metathesaurus: the MetaMap program.. In Proceedings of the AMIA Symposium. American Medical Informatics Association, 17.

3. Significance of descriptive symptoms and signs and clinical parameters as predictors of neuropathic cancer pain;Baek Sun Kyung;PloS one,2021

4. Andrea M Barsevick . 2007. The elusive concept of the symptom cluster .. In Oncology nursing forum , Vol. 34 . Andrea M Barsevick. 2007. The elusive concept of the symptom cluster.. In Oncology nursing forum, Vol. 34.

5. Peter Bytzer , Nicholas J Talley , Melanie Leemon , Lisa J Young , Michael P Jones , and Michael Horowitz . 2001. Prevalence of gastrointestinal symptoms associated with diabetes mellitus: a population-based survey of 15 000 adults. Archives of internal medicine 161, 16 ( 2001 ), 1989--1996. Peter Bytzer, Nicholas J Talley, Melanie Leemon, Lisa J Young, Michael P Jones, and Michael Horowitz. 2001. Prevalence of gastrointestinal symptoms associated with diabetes mellitus: a population-based survey of 15 000 adults. Archives of internal medicine 161, 16 (2001), 1989--1996.

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