Yu X - Search Results

1

A prior-knowledge-guided dynamic attention mechanism to predict nocturnal hypoglycemic events in type 1 diabetes.

Yu X, Yang Z, Wang X, Sun X, Shen R, Li H, Zhang M. Yu X, et al. BMC Med Inform Decis Mak. 2024 Dec 18;24(1):378. doi: 10.1186/s12911-024-02761-3. BMC Med Inform Decis Mak. 2024. PMID: 39696373 Free PMC article.

2

A multi-level hypoglycemia early alarm system based on sequence pattern mining.

Yu X, Ma N, Yang T, Zhang Y, Miao Q, Tao J, Li H, Li Y, Yang Y. Yu X, et al. BMC Med Inform Decis Mak. 2021 Jan 21;21(1):22. doi: 10.1186/s12911-021-01389-x. BMC Med Inform Decis Mak. 2021. PMID: 33478490 Free PMC article.

3

A novel hypoglycemia alarm framework for type 2 diabetes with high glycemic variability.

Wang X, Yang Z, Ma N, Sun X, Li H, Zhou J, Yu X. Wang X, et al. Among authors: yu x. Int J Numer Method Biomed Eng. 2024 Feb;40(2):e3799. doi: 10.1002/cnm.3799. Epub 2023 Dec 26. Int J Numer Method Biomed Eng. 2024. PMID: 38148660

4

A deep learning nomogram of continuous glucose monitoring data for the risk prediction of diabetic retinopathy in type 2 diabetes.

Tao R, Yu X, Lu J, Wang Y, Lu W, Zhang Z, Li H, Zhou J. Tao R, et al. Among authors: yu x. Phys Eng Sci Med. 2023 Jun;46(2):813-825. doi: 10.1007/s13246-023-01254-3. Epub 2023 Apr 11. Phys Eng Sci Med. 2023. PMID: 37041318

5

A multiview feature fusion model for heartbeat classification.

Huang Y, Li H, Yu X. Huang Y, et al. Among authors: yu x. Physiol Meas. 2021 Jun 29;42(6). doi: 10.1088/1361-6579/ac010f. Physiol Meas. 2021. PMID: 33984841

6

A hypoglycemia early alarm method for patients with type 1 diabetes based on multi-dimensional sequential pattern mining.

Ma N, Yu X, Yang T, Zhao Y, Li H. Ma N, et al. Among authors: yu x. Heliyon. 2022 Nov 3;8(11):e11372. doi: 10.1016/j.heliyon.2022.e11372. eCollection 2022 Nov. Heliyon. 2022. PMID: 36387535 Free PMC article.

7

Heart sound classification based on equal scale frequency cepstral coefficients and deep learning.

Chen X, Li H, Huang Y, Han W, Yu X, Zhang P, Tao R. Chen X, et al. Among authors: yu x. Biomed Tech (Berl). 2023 Feb 15;68(3):285-295. doi: 10.1515/bmt-2021-0254. Print 2023 Jun 27. Biomed Tech (Berl). 2023. PMID: 36780471

8

DDLA: a double deep latent autoencoder for diabetic retinopathy diagnose based on continuous glucose sensors.

Tao R, Li H, Lu J, Huang Y, Wang Y, Lu W, Shao X, Zhou J, Yu X. Tao R, et al. Among authors: yu x. Med Biol Eng Comput. 2024 Oct;62(10):3089-3106. doi: 10.1007/s11517-024-03120-0. Epub 2024 May 22. Med Biol Eng Comput. 2024. PMID: 38775870

9

Multilevel clustering approach driven by continuous glucose monitoring data for further classification of type 2 diabetes.

Tao R, Yu X, Lu J, Shen Y, Lu W, Zhu W, Bao Y, Li H, Zhou J. Tao R, et al. Among authors: yu x. BMJ Open Diabetes Res Care. 2021 Feb;9(1):e001869. doi: 10.1136/bmjdrc-2020-001869. BMJ Open Diabetes Res Care. 2021. PMID: 33627315 Free PMC article.

10

Clinically relevant stratification of patients with type 2 diabetes by using continuous glucose monitoring data.

Shao X, Lu J, Tao R, Wu L, Wang Y, Lu W, Li H, Zhou J, Yu X. Shao X, et al. Among authors: yu x. Diabetes Obes Metab. 2024 Jun;26(6):2082-2091. doi: 10.1111/dom.15512. Epub 2024 Feb 26. Diabetes Obes Metab. 2024. PMID: 38409633

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