1028 related articles for article (PubMed ID: 32178250)
21. Enhancement of hepatitis virus immunoassay outcome predictions in imbalanced routine pathology data by data balancing and feature selection before the application of support vector machines.
Richardson AM; Lidbury BA
BMC Med Inform Decis Mak; 2017 Aug; 17(1):121. PubMed ID: 28806936
[TBL] [Abstract][Full Text] [Related]
22. Machine learning-based risk factor analysis and prevalence prediction of intestinal parasitic infections using epidemiological survey data.
Zafar A; Attia Z; Tesfaye M; Walelign S; Wordofa M; Abera D; Desta K; Tsegaye A; Ay A; Taye B
PLoS Negl Trop Dis; 2022 Jun; 16(6):e0010517. PubMed ID: 35700192
[TBL] [Abstract][Full Text] [Related]
23. Multiclass machine learning vs. conventional calculators for stroke/CVD risk assessment using carotid plaque predictors with coronary angiography scores as gold standard: a 500 participants study.
Jamthikar AD; Gupta D; Mantella LE; Saba L; Laird JR; Johri AM; Suri JS
Int J Cardiovasc Imaging; 2021 Apr; 37(4):1171-1187. PubMed ID: 33184741
[TBL] [Abstract][Full Text] [Related]
24. Comparison of Supervised Machine Learning Algorithms for Classifying of Home Discharge Possibility in Convalescent Stroke Patients: A Secondary Analysis.
Imura T; Toda H; Iwamoto Y; Inagawa T; Imada N; Tanaka R; Inoue Y; Araki H; Araki O
J Stroke Cerebrovasc Dis; 2021 Oct; 30(10):106011. PubMed ID: 34325274
[TBL] [Abstract][Full Text] [Related]
25. Machine learning for characterizing risk of type 2 diabetes mellitus in a rural Chinese population: the Henan Rural Cohort Study.
Zhang L; Wang Y; Niu M; Wang C; Wang Z
Sci Rep; 2020 Mar; 10(1):4406. PubMed ID: 32157171
[TBL] [Abstract][Full Text] [Related]
26. Predicting in-hospital mortality of patients with acute kidney injury in the ICU using random forest model.
Lin K; Hu Y; Kong G
Int J Med Inform; 2019 May; 125():55-61. PubMed ID: 30914181
[TBL] [Abstract][Full Text] [Related]
27. Application of machine learning algorithms to identify people with low bone density.
Xu R; Chen Y; Yao Z; Wu W; Cui J; Wang R; Diao Y; Jin C; Hong Z; Li X
Front Public Health; 2024; 12():1347219. PubMed ID: 38726233
[TBL] [Abstract][Full Text] [Related]
28. Can machine learning predict pharmacotherapy outcomes? An application study in osteoporosis.
Lin YT; Chu CY; Hung KS; Lu CH; Bednarczyk EM; Chen HY
Comput Methods Programs Biomed; 2022 Oct; 225():107028. PubMed ID: 35930862
[TBL] [Abstract][Full Text] [Related]
29. Automatic Grading of Stroke Symptoms for Rapid Assessment Using Optimized Machine Learning and 4-Limb Kinematics: Clinical Validation Study.
Park E; Lee K; Han T; Nam HS
J Med Internet Res; 2020 Sep; 22(9):e20641. PubMed ID: 32936079
[TBL] [Abstract][Full Text] [Related]
30. ADMET Evaluation in Drug Discovery. 18. Reliable Prediction of Chemical-Induced Urinary Tract Toxicity by Boosting Machine Learning Approaches.
Lei T; Sun H; Kang Y; Zhu F; Liu H; Zhou W; Wang Z; Li D; Li Y; Hou T
Mol Pharm; 2017 Nov; 14(11):3935-3953. PubMed ID: 29037046
[TBL] [Abstract][Full Text] [Related]
31. Machine learning methods for imbalanced data set for prediction of faecal contamination in beach waters.
Bourel M; Segura AM; Crisci C; López G; Sampognaro L; Vidal V; Kruk C; Piccini C; Perera G
Water Res; 2021 Sep; 202():117450. PubMed ID: 34352535
[TBL] [Abstract][Full Text] [Related]
32. Predictive Modeling for Frailty Conditions in Elderly People: Machine Learning Approaches.
Tarekegn A; Ricceri F; Costa G; Ferracin E; Giacobini M
JMIR Med Inform; 2020 Jun; 8(6):e16678. PubMed ID: 32442149
[TBL] [Abstract][Full Text] [Related]
33. Developing machine learning-based models to predict intrauterine insemination (IUI) success by address modeling challenges in imbalanced data and providing modification solutions for them.
Khodabandelu S; Basirat Z; Khaleghi S; Khafri S; Montazery Kordy H; Golsorkhtabaramiri M
BMC Med Inform Decis Mak; 2022 Sep; 22(1):228. PubMed ID: 36050710
[TBL] [Abstract][Full Text] [Related]
34. Prediction of myopia development among Chinese school-aged children using refraction data from electronic medical records: A retrospective, multicentre machine learning study.
Lin H; Long E; Ding X; Diao H; Chen Z; Liu R; Huang J; Cai J; Xu S; Zhang X; Wang D; Chen K; Yu T; Wu D; Zhao X; Liu Z; Wu X; Jiang Y; Yang X; Cui D; Liu W; Zheng Y; Luo L; Wang H; Chan CC; Morgan IG; He M; Liu Y
PLoS Med; 2018 Nov; 15(11):e1002674. PubMed ID: 30399150
[TBL] [Abstract][Full Text] [Related]
35. Radiomics-based machine-learning method for prediction of distant metastasis from soft-tissue sarcomas.
Tian L; Zhang D; Bao S; Nie P; Hao D; Liu Y; Zhang J; Wang H
Clin Radiol; 2021 Feb; 76(2):158.e19-158.e25. PubMed ID: 33293024
[TBL] [Abstract][Full Text] [Related]
36. Predicting post-stroke pneumonia using deep neural network approaches.
Ge Y; Wang Q; Wang L; Wu H; Peng C; Wang J; Xu Y; Xiong G; Zhang Y; Yi Y
Int J Med Inform; 2019 Dec; 132():103986. PubMed ID: 31629312
[TBL] [Abstract][Full Text] [Related]
37. Derivation and validation of different machine-learning models in mortality prediction of trauma in motorcycle riders: a cross-sectional retrospective study in southern Taiwan.
Kuo PJ; Wu SC; Chien PC; Rau CS; Chen YC; Hsieh HY; Hsieh CH
BMJ Open; 2018 Jan; 8(1):e018252. PubMed ID: 29306885
[TBL] [Abstract][Full Text] [Related]
38. Improved support vector machine classification for imbalanced medical datasets by novel hybrid sampling combining modified mega-trend-diffusion and bagging extreme learning machine model.
Lin LS; Kao CH; Li YJ; Chen HH; Chen HY
Math Biosci Eng; 2023 Sep; 20(10):17672-17701. PubMed ID: 38052532
[TBL] [Abstract][Full Text] [Related]
39. Using machine-learning approaches to predict non-participation in a nationwide general health check-up scheme.
Shimoda A; Ichikawa D; Oyama H
Comput Methods Programs Biomed; 2018 Sep; 163():39-46. PubMed ID: 30119856
[TBL] [Abstract][Full Text] [Related]
40. Ischemic stroke prediction using machine learning in elderly Chinese population: The Rugao Longitudinal Ageing Study.
Chang HW; Zhang H; Shi GP; Guo JH; Chu XF; Wang ZD; Yao Y; Wang XF
Brain Behav; 2023 Dec; 13(12):e3307. PubMed ID: 37934082
[TBL] [Abstract][Full Text] [Related]
[Previous] [Next] [New Search]
