These tools will no longer be maintained as of December 31, 2024. Archived website can be found here. PubMed4Hh GitHub repository can be found here. Contact NLM Customer Service if you have questions.
233 related articles for article (PubMed ID: 30679510)
21. A machine learning model to predict the risk of 30-day readmissions in patients with heart failure: a retrospective analysis of electronic medical records data. Golas SB; Shibahara T; Agboola S; Otaki H; Sato J; Nakae T; Hisamitsu T; Kojima G; Felsted J; Kakarmath S; Kvedar J; Jethwani K BMC Med Inform Decis Mak; 2018 Jun; 18(1):44. PubMed ID: 29929496 [TBL] [Abstract][Full Text] [Related]
22. Score and Correlation Coefficient-Based Feature Selection for Predicting Heart Failure Diagnosis by Using Machine Learning Algorithms. Senan EM; Abunadi I; Jadhav ME; Fati SM Comput Math Methods Med; 2021; 2021():8500314. PubMed ID: 34966445 [TBL] [Abstract][Full Text] [Related]
23. The Use of Deep Learning and Machine Learning on Longitudinal Electronic Health Records for the Early Detection and Prevention of Diseases: Scoping Review. Swinckels L; Bennis FC; Ziesemer KA; Scheerman JFM; Bijwaard H; de Keijzer A; Bruers JJ J Med Internet Res; 2024 Aug; 26():e48320. PubMed ID: 39163096 [TBL] [Abstract][Full Text] [Related]
24. Automating and improving cardiovascular disease prediction using Machine learning and EMR data features from a regional healthcare system. Li Q; Campan A; Ren A; Eid WE Int J Med Inform; 2022 Jul; 163():104786. PubMed ID: 35512622 [TBL] [Abstract][Full Text] [Related]
25. Recurrent Neural Networks for Early Detection of Heart Failure From Longitudinal Electronic Health Record Data: Implications for Temporal Modeling With Respect to Time Before Diagnosis, Data Density, Data Quantity, and Data Type. Chen R; Stewart WF; Sun J; Ng K; Yan X Circ Cardiovasc Qual Outcomes; 2019 Oct; 12(10):e005114. PubMed ID: 31610714 [TBL] [Abstract][Full Text] [Related]
26. Prediction of incident myocardial infarction using machine learning applied to harmonized electronic health record data. Mandair D; Tiwari P; Simon S; Colborn KL; Rosenberg MA BMC Med Inform Decis Mak; 2020 Oct; 20(1):252. PubMed ID: 33008368 [TBL] [Abstract][Full Text] [Related]
27. Development of an efficient novel method for coronary artery disease prediction using machine learning and deep learning techniques. Mansoor CMM; Chettri SK; Naleer HMM Technol Health Care; 2024; 32(6):4545-4569. PubMed ID: 39031414 [TBL] [Abstract][Full Text] [Related]
28. Cardiovascular disease risk prediction using automated machine learning: A prospective study of 423,604 UK Biobank participants. Alaa AM; Bolton T; Di Angelantonio E; Rudd JHF; van der Schaar M PLoS One; 2019; 14(5):e0213653. PubMed ID: 31091238 [TBL] [Abstract][Full Text] [Related]
29. Electronic health record phenotyping improves detection and screening of type 2 diabetes in the general United States population: A cross-sectional, unselected, retrospective study. Anderson AE; Kerr WT; Thames A; Li T; Xiao J; Cohen MS J Biomed Inform; 2016 Apr; 60():162-8. PubMed ID: 26707455 [TBL] [Abstract][Full Text] [Related]
30. An integrated LSTM-HeteroRGNN model for interpretable opioid overdose risk prediction. Dong X; Wong R; Lyu W; Abell-Hart K; Deng J; Liu Y; Hajagos JG; Rosenthal RN; Chen C; Wang F Artif Intell Med; 2023 Jan; 135():102439. PubMed ID: 36628797 [TBL] [Abstract][Full Text] [Related]
31. Machine learning for modeling animal movement. Wijeyakulasuriya DA; Eisenhauer EW; Shaby BA; Hanks EM PLoS One; 2020; 15(7):e0235750. PubMed ID: 32716917 [TBL] [Abstract][Full Text] [Related]
32. Readmission prediction using deep learning on electronic health records. Ashfaq A; Sant'Anna A; Lingman M; Nowaczyk S J Biomed Inform; 2019 Sep; 97():103256. PubMed ID: 31351136 [TBL] [Abstract][Full Text] [Related]
33. Combining structured and unstructured data for predictive models: a deep learning approach. Zhang D; Yin C; Zeng J; Yuan X; Zhang P BMC Med Inform Decis Mak; 2020 Oct; 20(1):280. PubMed ID: 33121479 [TBL] [Abstract][Full Text] [Related]
34. High-Risk Prediction of Cardiovascular Diseases via Attention-Based Deep Neural Networks. An Y; Huang N; Chen X; Wu F; Wang J IEEE/ACM Trans Comput Biol Bioinform; 2021; 18(3):1093-1105. PubMed ID: 31425047 [TBL] [Abstract][Full Text] [Related]
35. A deep learning framework for personalised dynamic diagnosis of graft fibrosis after liver transplantation: a retrospective, single Canadian centre, longitudinal study. Azhie A; Sharma D; Sheth P; Qazi-Arisar FA; Zaya R; Naghibzadeh M; Duan K; Fischer S; Patel K; Tsien C; Selzner N; Lilly L; Jaeckel E; Xu W; Bhat M Lancet Digit Health; 2023 Jul; 5(7):e458-e466. PubMed ID: 37210229 [TBL] [Abstract][Full Text] [Related]
36. Analysis and prediction of unplanned intensive care unit readmission using recurrent neural networks with long short-term memory. Lin YW; Zhou Y; Faghri F; Shaw MJ; Campbell RH PLoS One; 2019; 14(7):e0218942. PubMed ID: 31283759 [TBL] [Abstract][Full Text] [Related]
37. Performance of a Machine Learning Algorithm Using Electronic Health Record Data to Identify and Estimate Survival in a Longitudinal Cohort of Patients With Lung Cancer. Yuan Q; Cai T; Hong C; Du M; Johnson BE; Lanuti M; Cai T; Christiani DC JAMA Netw Open; 2021 Jul; 4(7):e2114723. PubMed ID: 34232304 [TBL] [Abstract][Full Text] [Related]
38. Predicting mortality among patients with liver cirrhosis in electronic health records with machine learning. Guo A; Mazumder NR; Ladner DP; Foraker RE PLoS One; 2021; 16(8):e0256428. PubMed ID: 34464403 [TBL] [Abstract][Full Text] [Related]
39. Implications of American College of Cardiology/American Heart Association (ACC/AHA) Cholesterol Guidelines on Statin Underutilization for Prevention of Cardiovascular Disease in Diabetes Mellitus Among Several US Networks of Community Health Centers. Akhabue E; Rittner SS; Carroll JE; Crawford PM; Dant L; Laws R; Leo MC; Puro J; Persell SD J Am Heart Assoc; 2017 Jul; 6(7):. PubMed ID: 28673901 [TBL] [Abstract][Full Text] [Related]
40. Deep learning prediction models based on EHR trajectories: A systematic review. Amirahmadi A; Ohlsson M; Etminani K J Biomed Inform; 2023 Aug; 144():104430. PubMed ID: 37380061 [TBL] [Abstract][Full Text] [Related] [Previous] [Next] [New Search]