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A Natural Language Processing-Based Approach for Identifying Hospitalizations for Worsening Heart Failure Within an Integrated Health Care Delivery System.
Ambrosy, Andrew P; Parikh, Rishi V; Sung, Sue Hee; Narayanan, Anand; Masson, Rajeev; Lam, Phuong-Quang; Kheder, Kevin; Iwahashi, Alan; Hardwick, Alexander B; Fitzpatrick, Jesse K; Avula, Harshith R; Selby, Van N; Shen, Xian; Sanghera, Navneet; Cristino, Joaquim; Go, Alan S.
Affiliation
  • Ambrosy AP; Department of Cardiology, Kaiser Permanente San Francisco Medical Center, San Francisco, California.
  • Parikh RV; Division of Research, Kaiser Permanente Northern California, Oakland.
  • Sung SH; Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, California.
  • Narayanan A; Division of Research, Kaiser Permanente Northern California, Oakland.
  • Masson R; Division of Research, Kaiser Permanente Northern California, Oakland.
  • Lam PQ; Department of Medicine, Kaiser Permanente San Francisco Medical Center, San Francisco, California.
  • Kheder K; Department of Medicine, Kaiser Permanente San Francisco Medical Center, San Francisco, California.
  • Iwahashi A; Department of Medicine, Kaiser Permanente San Francisco Medical Center, San Francisco, California.
  • Hardwick AB; Department of Cardiology, Kaiser Permanente San Francisco Medical Center, San Francisco, California.
  • Fitzpatrick JK; Department of Medicine, Kaiser Permanente San Francisco Medical Center, San Francisco, California.
  • Avula HR; Department of Cardiology, Kaiser Permanente San Francisco Medical Center, San Francisco, California.
  • Selby VN; Department of Cardiology, Kaiser Permanente San Francisco Medical Center, San Francisco, California.
  • Shen X; Department of Cardiology, Kaiser Permanente Walnut Creek Medical Center, Walnut Creek, California.
  • Sanghera N; Department of Cardiology, Kaiser Permanente San Francisco Medical Center, San Francisco, California.
  • Cristino J; Novartis Pharmaceuticals Corporation, East Hanover, New Jersey.
  • Go AS; Novartis Pharmaceuticals Corporation, East Hanover, New Jersey.
JAMA Netw Open ; 4(11): e2135152, 2021 11 01.
Article in En | MEDLINE | ID: mdl-34807259
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Full text: 1 Database: MEDLINE Main subject: Natural Language Processing / Disease Progression / Delivery of Health Care, Integrated / Forecasting / Heart Failure / Hospitalization Type of study: Etiology_studies / Incidence_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Language: En Journal: JAMA Netw Open Year: 2021 Type: Article
Fulltext
Add to My VHL
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PubMed Links
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Full text: 1 Database: MEDLINE Main subject: Natural Language Processing / Disease Progression / Delivery of Health Care, Integrated / Forecasting / Heart Failure / Hospitalization Type of study: Etiology_studies / Incidence_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Language: En Journal: JAMA Netw Open Year: 2021 Type: Article