273 related articles for article (PubMed ID: 32011336)
1. Machine Learning Prediction of Postoperative Emergency Department Hospital Readmission.
Mišić VV; Gabel E; Hofer I; Rajaram K; Mahajan A
Anesthesiology; 2020 May; 132(5):968-980. PubMed ID: 32011336
[TBL] [Abstract][Full Text] [Related]
2. Using machine learning to predict paediatric 30-day unplanned hospital readmissions: a case-control retrospective analysis of medical records, including written discharge documentation.
Zhou H; Albrecht MA; Roberts PA; Porter P; Della PR
Aust Health Rev; 2021 Jun; 45(3):328-337. PubMed ID: 33840419
[TBL] [Abstract][Full Text] [Related]
3. Development and validation of an interpretable machine learning scoring tool for estimating time to emergency readmissions.
Xie F; Liu N; Yan L; Ning Y; Lim KK; Gong C; Kwan YH; Ho AFW; Low LL; Chakraborty B; Ong MEH
EClinicalMedicine; 2022 Mar; 45():101315. PubMed ID: 35284804
[TBL] [Abstract][Full Text] [Related]
4. Predicting hospital readmission in patients with mental or substance use disorders: A machine learning approach.
Morel D; Yu KC; Liu-Ferrara A; Caceres-Suriel AJ; Kurtz SG; Tabak YP
Int J Med Inform; 2020 Jul; 139():104136. PubMed ID: 32353752
[TBL] [Abstract][Full Text] [Related]
5. Predicting the risk of emergency admission with machine learning: Development and validation using linked electronic health records.
Rahimian F; Salimi-Khorshidi G; Payberah AH; Tran J; Ayala Solares R; Raimondi F; Nazarzadeh M; Canoy D; Rahimi K
PLoS Med; 2018 Nov; 15(11):e1002695. PubMed ID: 30458006
[TBL] [Abstract][Full Text] [Related]
6. Predictive modeling for 14-day unplanned hospital readmission risk by using machine learning algorithms.
Lo YT; Liao JC; Chen MH; Chang CM; Li CT
BMC Med Inform Decis Mak; 2021 Oct; 21(1):288. PubMed ID: 34670553
[TBL] [Abstract][Full Text] [Related]
7. Predicting hospital admission for older emergency department patients: Insights from machine learning.
Mowbray F; Zargoush M; Jones A; de Wit K; Costa A
Int J Med Inform; 2020 Aug; 140():104163. PubMed ID: 32474393
[TBL] [Abstract][Full Text] [Related]
8. Emergency department triage prediction of clinical outcomes using machine learning models.
Raita Y; Goto T; Faridi MK; Brown DFM; Camargo CA; Hasegawa K
Crit Care; 2019 Feb; 23(1):64. PubMed ID: 30795786
[TBL] [Abstract][Full Text] [Related]
9. A Machine Learning Approach to Predicting Need for Hospitalization for Pediatric Asthma Exacerbation at the Time of Emergency Department Triage.
Patel SJ; Chamberlain DB; Chamberlain JM
Acad Emerg Med; 2018 Dec; 25(12):1463-1470. PubMed ID: 30382605
[TBL] [Abstract][Full Text] [Related]
10. Leveraging Machine Learning to Predict 30-Day Hospital Readmission After Cardiac Surgery.
Sherman E; Alejo D; Wood-Doughty Z; Sussman M; Schena S; Ong CS; Etchill E; DiNatale J; Ahmidi N; Shpitser I; Whitman G
Ann Thorac Surg; 2022 Dec; 114(6):2173-2179. PubMed ID: 34890575
[TBL] [Abstract][Full Text] [Related]
11. LACE+ Index as Predictor of 30-Day Readmission in Brain Tumor Population.
Caplan IF; Sullivan PZ; Kung D; O'Rourke DM; Choudhri O; Glauser G; Osiemo B; Goodrich S; McClintock SD; Malhotra NR
World Neurosurg; 2019 Jul; 127():e443-e448. PubMed ID: 30926557
[TBL] [Abstract][Full Text] [Related]
12. Machine Learning-Based Prediction of Clinical Outcomes for Children During Emergency Department Triage.
Goto T; Camargo CA; Faridi MK; Freishtat RJ; Hasegawa K
JAMA Netw Open; 2019 Jan; 2(1):e186937. PubMed ID: 30646206
[TBL] [Abstract][Full Text] [Related]
13. Predicting all-cause readmissions using electronic health record data from the entire hospitalization: Model development and comparison.
Nguyen OK; Makam AN; Clark C; Zhang S; Xie B; Velasco F; Amarasingham R; Halm EA
J Hosp Med; 2016 Jul; 11(7):473-80. PubMed ID: 26929062
[TBL] [Abstract][Full Text] [Related]
14. Prediction of In-hospital Mortality in Emergency Department Patients With Sepsis: A Local Big Data-Driven, Machine Learning Approach.
Taylor RA; Pare JR; Venkatesh AK; Mowafi H; Melnick ER; Fleischman W; Hall MK
Acad Emerg Med; 2016 Mar; 23(3):269-78. PubMed ID: 26679719
[TBL] [Abstract][Full Text] [Related]
15. A machine learning algorithm for predicting maternal readmission for hypertensive disorders of pregnancy.
Hoffman MK; Ma N; Roberts A
Am J Obstet Gynecol MFM; 2021 Jan; 3(1):100250. PubMed ID: 33451620
[TBL] [Abstract][Full Text] [Related]
16. Feature selection and transformation by machine learning reduce variable numbers and improve prediction for heart failure readmission or death.
Awan SE; Bennamoun M; Sohel F; Sanfilippo FM; Chow BJ; Dwivedi G
PLoS One; 2019; 14(6):e0218760. PubMed ID: 31242238
[TBL] [Abstract][Full Text] [Related]
17. Development of Electronic Health Record-Based Prediction Models for 30-Day Readmission Risk Among Patients Hospitalized for Acute Myocardial Infarction.
Matheny ME; Ricket I; Goodrich CA; Shah RU; Stabler ME; Perkins AM; Dorn C; Denton J; Bray BE; Gouripeddi R; Higgins J; Chapman WW; MacKenzie TA; Brown JR
JAMA Netw Open; 2021 Jan; 4(1):e2035782. PubMed ID: 33512518
[TBL] [Abstract][Full Text] [Related]
18. Predicting hospitalization of pediatric asthma patients in emergency departments using machine learning.
Sills MR; Ozkaynak M; Jang H
Int J Med Inform; 2021 Jul; 151():104468. PubMed ID: 33940479
[TBL] [Abstract][Full Text] [Related]
19. A machine learning approach to predict early outcomes after pituitary adenoma surgery.
Hollon TC; Parikh A; Pandian B; Tarpeh J; Orringer DA; Barkan AL; McKean EL; Sullivan SE
Neurosurg Focus; 2018 Nov; 45(5):E8. PubMed ID: 30453460
[TBL] [Abstract][Full Text] [Related]
20. The Price of Explainability in Machine Learning Models for 100-Day Readmission Prediction in Heart Failure: Retrospective, Comparative, Machine Learning Study.
Soliman A; Agvall B; Etminani K; Hamed O; Lingman M
J Med Internet Res; 2023 Oct; 25():e46934. PubMed ID: 37889530
[TBL] [Abstract][Full Text] [Related]
[Next] [New Search]
