This paper is in the following e-collection/theme issue:

Machine Learning (1465) Clinical Information and Decision Making (1407) Cardiology (159) Decision Support for Health Professionals (1185) Heart Failure Self-Management (150) Intensive Care Unit (ICU) (112)

Published on in Vol 8, No 8 (2020): August

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/19892, first published .
Decompensation in Critical Care: Early Prediction of Acute Heart Failure Onset

Decompensation in Critical Care: Early Prediction of Acute Heart Failure Onset

Decompensation in Critical Care: Early Prediction of Acute Heart Failure Onset

Authors of this article:

Patrick Essay1 Author Orcid Image ;   Baran Balkan1 Author Orcid Image ;   Vignesh Subbian2 Author Orcid Image
Article Authors Cited by (11) Tweetations (1) Metrics

Journals

  1. Radhachandran A, Garikipati A, Zelin N, Pellegrini E, Ghandian S, Calvert J, Hoffman J, Mao Q, Das R. Prediction of short-term mortality in acute heart failure patients using minimal electronic health record data. BioData Mining 2021;14(1) View
  2. König S, Pellissier V, Hohenstein S, Bernal A, Ueberham L, Meier‐Hellmann A, Kuhlen R, Hindricks G, Bollmann A. Machine ​learning algorithms for claims data‐based prediction of in‐hospital mortality in patients with heart failure. ESC Heart Failure 2021;8(4):3026 View
  3. Metkus T, LINDSLEY J, FAIR L, RILEY S, BERRY S, SAHETYA S, HSU S, GILOTRA N. Quality of Heart Failure Care in the Intensive Care Unit. Journal of Cardiac Failure 2021;27(10):1111 View
  4. Maviglia R, Michi T, Passaro D, Raggi V, Bocci M, Piervincenzi E, Mercurio G, Lucente M, Murri R. Machine Learning and Antibiotic Management. Antibiotics 2022;11(3):304 View
  5. Huang R, Dai Q, Chang L, Wang Z, Chen J, Gu R, Zheng H, Hu L, Xu B, Wang L. The association between fibrinogen-to-albumin ratio (FAR) and adverse prognosis in patients with acute decompensated heart failure at different glucose metabolic states. Cardiovascular Diabetology 2022;21(1) View
  6. Huang R, Wang Z, Chen J, Bao X, Xu N, Guo S, Gu R, Wang W, Wei Z, Wang L. Prognostic value of triglyceride glucose (TyG) index in patients with acute decompensated heart failure. Cardiovascular Diabetology 2022;21(1) View
  7. Li X, Adi D, Zhao Q, Aizezi A, Keremu M, Li Y, Liu F, Ma X, Li X, Azhati A, Ma Y. Development and validation of nomogram for unplanned ICU admission in patients with dilated cardiomyopathy. Frontiers in Cardiovascular Medicine 2023;10 View
  8. Morey D, Rayo M. Situated Interpretation and Data: Explainability to Convey Machine Misalignment. IEEE Transactions on Human-Machine Systems 2024;54(1):100 View
  9. Morey D, Gifford R, Rayo M. Early Investments for Teaming Dividends: A Human-Centered Approach to a Patient Decompensation Prediction Algorithm. Proceedings of the International Symposium on Human Factors and Ergonomics in Health Care 2024;13(1):7 View

Books/Policy Documents

  1. Zhuang J, Xie L, Peng C, Zeng G, Wu M, Yu X. Bioinformatics Research and Applications. View