Zhao X - Search Results

1

Leveraging Bioinformatics and Machine Learning for Identifying Prognostic Biomarkers and Predicting Clinical Outcomes in Lung Adenocarcinoma.

Cai K, Fu W, Liu H, Yang X, Wang Z, Zhao X. Cai K, et al. Among authors: zhao x. Genes (Basel). 2024 Nov 21;15(12):1497. doi: 10.3390/genes15121497. Genes (Basel). 2024. PMID: 39766765 Free PMC article.

2

Predicting Clinical Outcomes in COVID-19 and Pneumonia Patients: A Machine Learning Approach.

Cai K, Wang Z, Yang X, Fu W, Zhao X. Cai K, et al. Among authors: zhao x. Viruses. 2024 Oct 17;16(10):1624. doi: 10.3390/v16101624. Viruses. 2024. PMID: 39459956 Free PMC article.

3

Early Prediction of Sepsis Based on Machine Learning Algorithm.

Zhao X, Shen W, Wang G. Zhao X, et al. Comput Intell Neurosci. 2021 Oct 12;2021:6522633. doi: 10.1155/2021/6522633. eCollection 2021. Comput Intell Neurosci. 2021. PMID: 34675971 Free PMC article.

4

Mortality prediction in ICU Using a Stacked Ensemble Model.

Ren N, Zhao X, Zhang X. Ren N, et al. Among authors: zhao x. Comput Math Methods Med. 2022 Nov 28;2022:3938492. doi: 10.1155/2022/3938492. eCollection 2022. Comput Math Methods Med. 2022. PMID: 36479315 Free PMC article.

5

Status Forecasting Based on the Baseline Information Using Logistic Regression.

Zhao X, Nie X. Zhao X, et al. Entropy (Basel). 2022 Oct 17;24(10):1481. doi: 10.3390/e24101481. Entropy (Basel). 2022. PMID: 37420501 Free PMC article.

6

Subgroup State Prediction under Different Noise Levels Using MODWT and XGBoost.

Zhao X, Nie X. Zhao X, et al. J Healthc Eng. 2023 Jan 31;2023:6406275. doi: 10.1155/2023/6406275. eCollection 2023. J Healthc Eng. 2023. PMID: 36760834 Free PMC article.

7

Prior Distribution Estimation of Monitored Information in the Intensive Care Unit with the Hidden Markov Model and Decision Tree Methods.

Zhao X, Nie X, Pang G, Qiu S, Shi K, Wang C, Zhao B, Huo Y. Zhao X, et al. Among authors: zhao b. J Healthc Eng. 2022 Mar 24;2022:7892408. doi: 10.1155/2022/7892408. eCollection 2022. J Healthc Eng. 2022. PMID: 35368916 Free PMC article.

8

Spatio-temporal forecasting using wavelet transform-based decision trees with application to air quality and covid-19 forecasting.

Zhao X, Barber S, Taylor CC, Nie X, Shen W. Zhao X, et al. J Appl Stat. 2022 Apr 25;50(9):2036-2054. doi: 10.1080/02664763.2022.2064976. eCollection 2023. J Appl Stat. 2022. PMID: 37378274 Free PMC article.

9

Drug Treatment Effect Model Based on MODWT and Hawkes Self-Exciting Point Process.

Nie X, Zhao X. Nie X, et al. Among authors: zhao x. Comput Math Methods Med. 2022 Oct 14;2022:4038290. doi: 10.1155/2022/4038290. eCollection 2022. Comput Math Methods Med. 2022. PMID: 36277000 Free PMC article.

10

Splitting Choice and Computational Complexity Analysis of Decision Trees.

Zhao X, Nie X. Zhao X, et al. Entropy (Basel). 2021 Sep 24;23(10):1241. doi: 10.3390/e23101241. Entropy (Basel). 2021. PMID: 34681965 Free PMC article.

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