Search Results - "Random forest algorithms"

Predicting the length-of-stay of pediatric patients using machine learning algorithms.

Boff Medeiros, Natália¹ (AUTHOR), Fogliatto, Flávio Sanson¹ (AUTHOR), Karla Rocha, Miriam² (AUTHOR), Tortorella, Guilherme Luz^3,4,5 (AUTHOR) gtortorella@bol.com.br

Not seeing the wood for the trees: Influences on random forest accuracy.

Hand, Chris¹ (AUTHOR) c.hand@kingston.ac.uk, Fitkov-Norris, Elena¹ (AUTHOR)

Using Multimodal Methods and Machine Learning to Recognize Mental Workload: Distinguishing Between Underload, Moderate Load, and Overload.

Jiang, Zebin¹ (AUTHOR), Li, Xinyan² (AUTHOR), Ge, Liezhong¹ (AUTHOR), Xu, Jie¹ (AUTHOR), Lu, Yandi¹ (AUTHOR), Zhang, Yijing¹ (AUTHOR) yijingpsy@163.com, Mao, Ming^1,2 (AUTHOR) ming_mao@noveri.com.cn

Temporal Effects of Disease Signature Genes and Core Mechanisms in the Hyperacute Phase of Acute Ischemic Stroke: A Bioinformatics Analysis and Experimental Validation.

Ding, Peng-Li¹ (AUTHOR), Zhang, Kai-Xin¹ (AUTHOR), Yao, Fang² (AUTHOR), Cui, Wen-Qiang³ (AUTHOR), Liu, Zhen-Ling¹ (AUTHOR), Wang, Yi-Ran¹ (AUTHOR), Wang, Xiang-Ying¹ (AUTHOR), Liu, Wei¹ (AUTHOR), Zhao, Heng-Ye¹ (AUTHOR), Wu, Hong-Yun³ (AUTHOR), Wang, Ya-Han⁴ (AUTHOR) wyahan621@outlook.com, Xu, Xiang-Qing³ (AUTHOR) happyxiangqing@163.com, Giovarelli, Mirella (AUTHOR) mirella.giovarelli@unito.it

A Mallows-like criterion for anomaly detection with random forest implementation.

Zhao, GaoXiang¹ (AUTHOR), Wang, Lu² (AUTHOR), Wang, Xiaoqiang² (AUTHOR) xiaoqiang.wang@sdu.edu.cn

AD-GCN: A novel graph convolutional network integrating multi-omics data for enhanced Alzheimer's disease diagnosis.

Li, Zilu^1,2 (AUTHOR), Li, Qingyun³ (AUTHOR), Li, Xiaoqing^2,4,5 (AUTHOR), Luo, Wei^2,4,5,6 (AUTHOR), Guo, Haiyan^2,4,5 (AUTHOR), Zhao, Chunyan³ (AUTHOR), Yang, Canzhen³ (AUTHOR), Xie, Anke^7,8 (AUTHOR), Hu, Kai^7,8,9 (AUTHOR) hukai@buaa.edu.cn, Guo, Yangfan^2,4,5 (AUTHOR) hukai@buaa.edu.cn

Characteristics of the gut virome in patients with premalignant colorectal adenoma.

Zhang, Pan^1,2,3,4 (AUTHOR) zhangwangpan71@163.com, Tuo, Xiaofeng^1,2,3,4 (AUTHOR), Jiang, Jiong^1,2,3,4 (AUTHOR), Zhang, Yue⁵ (AUTHOR), Zhao, Juhui^1,2,3,4 (AUTHOR), Deng, Chengzhao^1,2,3,4 (AUTHOR), Zhao, Gang^1,2,3,4 (AUTHOR), Cheng, Yan^1,2,3,4 (AUTHOR), Song, Lingqin⁶ (AUTHOR), Yang, Yan⁷ (AUTHOR), Guo, Ruochun⁵ (AUTHOR), Zhang, Huan^1,2,3,4 (AUTHOR), Zhao, Hongli^1,2,3,4 (AUTHOR), Ma, Shiyang^1,2,3,4 (AUTHOR) shiyangma@163.com, Li, Lu^1,2,3,4 (AUTHOR) lilu0505@aliyun.com, Shi, Haitao^1,2,3,4 (AUTHOR) shihaitao7@163.com

Identification of biomarkers associated with inflammatory response in Parkinson's disease by bioinformatics and machine learning.

Li, Yatan¹ (AUTHOR), Jia, Wei² (AUTHOR), Chen, Chen³ (AUTHOR), Chen, Cheng⁴ (AUTHOR), Chen, Jinchao³ (AUTHOR), Yang, Xinling^5,6 (AUTHOR) yangxinling2014@163.com, Liu, Pei³ (AUTHOR) lp374187120@163.com

Development of a machine learning prediction model for loss to follow-up in HIV care using routine electronic medical records in a low-resource setting.

Endebu, Tamrat¹ (AUTHOR) seetame2008@gmail.com, Taye, Girma¹ (AUTHOR) girmataye2009@gmail.com, Deressa, Wakgari¹ (AUTHOR) deressaw@gmail.com

Rapid identification of tumor patients with PG-SGA ≥ 4 based on machine learning: a prospective study.

Qian, Gui¹ (AUTHOR) 2515874298@qq.com, Jiaxin, Huang² (AUTHOR) hjx19991111@163.com, minghua, Cong² (AUTHOR) congmh@cicams.ac.cn, beijia, Liu¹ (AUTHOR) liubeijia1014@163.com, Yinfeng, Li³ (AUTHOR) lyf_nick@163.com, Guiyu, Huang⁴ (AUTHOR) huangguiyu88128@163.com, Mingxue, Yang³ (AUTHOR) yangmingxue@scszlyy.org.cn, Xiaoli, Tang³ (AUTHOR) 1585470513@qq.com, Hongyan, Yan³ (AUTHOR) 1752146434@qq.com

A study of dominant factors in the coupled coordination of population–ecology–energy–digital economy in China based on random forest algorithm.

Zhong, Qikang¹ (AUTHOR), Zhu, Jiawei¹ (AUTHOR) jw_zhu@csu.edu.cn, Li, Zhe¹ (AUTHOR)

Mapping forest aboveground carbon stock of combined stratified sampling and RFRK model with mean annual temperature and precipitation.

Peng, Min¹ (AUTHOR), Xu, Mingrui² (AUTHOR), Zhang, Jialong¹ (AUTHOR) jialongzhang@swfu.edu.cn, Qiu, Bo¹ (AUTHOR), Teng, Chenkai¹ (AUTHOR), Chen, Chaoqing^2,3 (AUTHOR)

A novel model for predicting immunotherapy response and prognosis in NSCLC patients.

Zang, Ting¹ (AUTHOR), Luo, Xiaorong¹ (AUTHOR), Mo, Yangyu¹ (AUTHOR), Lin, Jietao^2,3 (AUTHOR), Lu, Weiguo² (AUTHOR), Li, Zhiling⁴ (AUTHOR) lizhl@sysucc.org.cn, Zhou, Yingchun^2,3 (AUTHOR) yingchunbaby@126.com, Chen, Shulin⁴ (AUTHOR) chenshl@sysucc.org.cn

The prognostic nutritional index is associated with preeclampsia in twin pregnancies.

Han, Qing^1,2 (AUTHOR), Zheng, Shuisen² (AUTHOR), Chen, Xiaoling¹ (AUTHOR), Gao, Yuting¹ (AUTHOR), Zhang, Huale² (AUTHOR) zhanghuale@fjmu.edu.cn, Lin, Na^1,3 (AUTHOR) linna1088@fjmu.edu.cn

Predicting depression severity using machine learning models: Insights from mitochondrial peptides and clinical factors.

Salahudeen, Toheeb¹ (AUTHOR), Maalouf, Maher¹ (AUTHOR) maher.maalouf@ku.ac.ae, Elfadel, Ibrahim M.^2,3 (AUTHOR), Jelinek, Herbert F.^4,5 (AUTHOR)

Metabolic profiles and prediction of failure to thrive of citrin deficiency with normal liver function based on metabolomics and machine learning.

Wang, Peiyao¹ (AUTHOR), Zhou, Duo¹ (AUTHOR), Hu, Lingwei¹ (AUTHOR), Ge, Pingping¹ (AUTHOR), Cen, Ziyan¹ (AUTHOR), Hu, Zhenzhen¹ (AUTHOR), He, Qimin^2,3 (AUTHOR) heqimin@usts.edu.cn, Zhou, Kejun⁴ (AUTHOR) zhoukejun1984@163.com, Wu, Benqing^5,6 (AUTHOR) wubenqing783@126.com, Huang, Xinwen¹ (AUTHOR) 6305022@zju.edu.cn

Explainable predictive models of short stature and exploration of related environmental growth factors: a case-control study.

Liu, Jiani¹, Zhang, Xin², Li, Wei³, Bigambo, Francis Manyori³, Wang, Dandan⁴ wangdandanys@163.com, Wang, Xu³ sepnine@njmu.edu.cn, Teng, Beibei⁵ tengbeibei2006@126.com

Changes of gastric microflora and metabolites in patients with chronic atrophic gastritis.

Ma, Yumei^1,2 (AUTHOR), Jiang, Jianming^3,4 (AUTHOR), Yang, Zhufeng^2,5 (AUTHOR), Li, Yongzhang^1,6 (AUTHOR), Bai, Haiyan^3,7 (AUTHOR), Liu, Zongxiu^1,3 (AUTHOR), Zhang, Shuo^1,3 (AUTHOR), Zhi, Zheng^3,7 (AUTHOR) hbzyxyzz@163.com, Yang, Qian^3,7 (AUTHOR) hbszyangqian@163.com

Cardiovascular Risk Estimation in Colombia Using Artificial Intelligence Techniques.

Agudelo, Jared¹ (AUTHOR), Bedoya, Oscar² (AUTHOR), Muñoz-Velandia, Oscar³ (AUTHOR) o.munoz@javeriana.edu.co, Rodriguez Belalcazar, Kevin David² (AUTHOR), Ruiz-Morales, Alvaro⁴ (AUTHOR), Ahmad, Irfan (AUTHOR)

Multidimensional correlates of psychological stress: Insights from traditional statistical approaches and machine learning using a nationally representative Canadian sample.

Hives, Benjamin A.¹ (AUTHOR) ben.hives@ubc.ca, Beauchamp, Mark R.¹ (AUTHOR), Liu, Yan² (AUTHOR), Weiss, Jordan³ (AUTHOR), Puterman, Eli¹ (AUTHOR)