Lin Y - Search Results

1

A rule-based prognostic model for type 1 diabetes by identifying and synthesizing baseline profile patterns.

Lin Y, Qian X, Krischer J, Vehik K, Lee HS, Huang S. Lin Y, et al. PLoS One. 2014 Jun 13;9(6):e91095. doi: 10.1371/journal.pone.0091095. eCollection 2014. PLoS One. 2014. PMID: 24926781 Free PMC article. Clinical Trial.

2

Analysis of depression trajectory patterns using collaborative learning.

Lin Y, Huang S, Simon GE, Liu S. Lin Y, et al. Math Biosci. 2016 Dec;282:191-203. doi: 10.1016/j.mbs.2016.10.008. Epub 2016 Oct 24. Math Biosci. 2016. PMID: 27789353

3

Data-based Decision Rules to Personalize Depression Follow-up.

Lin Y, Huang S, Simon GE, Liu S. Lin Y, et al. Sci Rep. 2018 Mar 22;8(1):5064. doi: 10.1038/s41598-018-23326-1. Sci Rep. 2018. PMID: 29567970 Free PMC article.

4

A utility-based machine learning-driven personalized lifestyle recommendation for cardiovascular disease prevention.

Dogan A, Li Y, Peter Odo C, Sonawane K, Lin Y, Liu C. Dogan A, et al. Among authors: lin y. J Biomed Inform. 2023 May;141:104342. doi: 10.1016/j.jbi.2023.104342. Epub 2023 Mar 22. J Biomed Inform. 2023. PMID: 36963450 Free article.

5

Group-Based Trajectory Modeling to Identify Patterns of Antipsychotic-Associated Weight Gain Among Children and Adolescents.

Lyu N, Abughosh S, Varisco TJ, Lin Y, Rowan PJ, Chen H. Lyu N, et al. Among authors: lin y. J Clin Psychopharmacol. 2024 Mar-Apr 01;44(2):124-132. doi: 10.1097/JCP.0000000000001814. Epub 2024 Jan 23. J Clin Psychopharmacol. 2024. PMID: 38259102

6

A Multi-Period Curve Fitting Model for Short-Term Prediction of the COVID-19 Spread in the U.S. Metropolitans.

Majeed B, Li A, Peng J, Lin Y. Majeed B, et al. Among authors: lin y. Front Public Health. 2022 Jan 18;9:809877. doi: 10.3389/fpubh.2021.809877. eCollection 2021. Front Public Health. 2022. PMID: 35118046 Free PMC article.

7

A self-inspected adaptive SMOTE algorithm (SASMOTE) for highly imbalanced data classification in healthcare.

Kosolwattana T, Liu C, Hu R, Han S, Chen H, Lin Y. Kosolwattana T, et al. Among authors: lin y. BioData Min. 2023 Apr 25;16(1):15. doi: 10.1186/s13040-023-00330-4. BioData Min. 2023. PMID: 37098549 Free PMC article.

8

A multimodal deep learning model to infer cell-type-specific functional gene networks.

Afshar S, Braun PR, Han S, Lin Y. Afshar S, et al. Among authors: lin y. BMC Bioinformatics. 2023 Feb 14;24(1):47. doi: 10.1186/s12859-023-05146-x. BMC Bioinformatics. 2023. PMID: 36788477 Free PMC article.

9

A Machine Learning Approach to Predicting Autism Risk Genes: Validation of Known Genes and Discovery of New Candidates.

Lin Y, Afshar S, Rajadhyaksha AM, Potash JB, Han S. Lin Y, et al. Front Genet. 2020 Sep 10;11:500064. doi: 10.3389/fgene.2020.500064. eCollection 2020. Front Genet. 2020. PMID: 33133139 Free PMC article.

10

Machine learning methods to predict 30-day hospital readmission outcome among US adults with pneumonia: analysis of the national readmission database.

Huang Y, Talwar A, Lin Y, Aparasu RR. Huang Y, et al. Among authors: lin y. BMC Med Inform Decis Mak. 2022 Nov 9;22(1):288. doi: 10.1186/s12911-022-01995-3. BMC Med Inform Decis Mak. 2022. PMID: 36352392 Free PMC article.

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