Loading [Contrib]/a11y/accessibility-menu.js

Special Issue: Statistical Methods and its Applications in Biology and Medicine

Guest Editors

Prof. Dr. Yan Liu
School of Public Health, University of Nevada Reno, NV, USA
Email: yan.liu@tempus.com


Prof. Dr. Qi Zhao
School of Computer Science and Software Engineering, University of Science and Technology Liaoning, Anshan, China
Email: zhaoqi@lnu.edu.cn

Manuscript Topics

Statistical analysis has been a crucial part in biological and medical research. In this special issue, we invite researchers to contribute research articles and reviews focusing on statistical methods and applications in biological and medical sciences. In particular, this special issue publishes papers that propose statistically innovative methods to solve practical problems. Papers that use established methods for an important application are also encouraged. Topics of interests include, but not limited to,

• Biomarker evaluation
• Bioimaging analysis
• Causal inference in biological and medical research
• Experimental design
• Statistical analysis of genomics and proteomics data


Keywords
Biomarker/Biomonitoring analysis and evaluation, Bioinformatics, Causal inference, Clinical Trial, Human microbiota and complex diseases, Neuroimaging, ncRNA, Omics data analyses , Prognostic markers, Survival/longitudinal analysis, Single-cell data analyses


Instructions for authors
https://www.aimspress.com/mbe/news/solo-detail/instructionsforauthors
Please submit your manuscript to online submission system
https://aimspress.jams.pub/

Paper Submission

All manuscripts will be peer-reviewed before their acceptance for publication. The deadline for manuscript submission is 31 December 2024

Published Papers(13)

Research article
Multi-modal feature fusion with multi-head self-attention for epileptic EEG signals
Ning Huang Zhengtao Xi Yingying Jiao Yudong Zhang Zhuqing Jiao Xiaona Li
2024, Volume 21, Issue 8: 6918-6935. doi: 10.3934/mbe.2024304
Abstract HTML PDF Viewed (1104)
Research article
Analysis of the impact of radiotherapy and surgical treatment regimens based on the SEER database on the survival outcomes of rectal cancer patients over 70 years
Wei Wang Tongping Shen Jiaming Wang
2024, Volume 21, Issue 3: 4463-4484. doi: 10.3934/mbe.2024197
Abstract HTML PDF Viewed (1626)
Research article
Integrative approach for predicting drug-target interactions via matrix factorization and broad learning systems
Wanying Xu Xixin Yang Yuanlin Guan Xiaoqing Cheng Yu Wang
2024, Volume 21, Issue 2: 2608-2625. doi: 10.3934/mbe.2024115
Abstract HTML PDF Viewed (1425)
Research article
Lung adenocarcinoma identification based on hybrid feature selections and attentional convolutional neural networks
Kunpeng Li Zepeng Wang Yu Zhou Sihai Li
2024, Volume 21, Issue 2: 2991-3015. doi: 10.3934/mbe.2024133
Abstract HTML PDF Cited (1) Viewed (1483)
Research article
A screened predictive model for esophageal squamous cell carcinoma based on salivary flora data
Yunxiang Meng Qihong Duan Kai Jiao Jiang Xue
2023, Volume 20, Issue 10: 18368-18385. doi: 10.3934/mbe.2023816
Abstract HTML PDF Cited (2) Viewed (2038)
Research article
Multi-omics analysis and validation of the tumor microenvironment of hepatocellular carcinoma under RNA modification patterns
Yuanqian Yao Jianlin Lv Guangyao Wang Xiaohua Hong
2023, Volume 20, Issue 10: 18318-18344. doi: 10.3934/mbe.2023814
Abstract HTML PDF Viewed (1833)
Research article
Elevated ADAR expression is significantly linked to shorter overall survival and immune infiltration in patients with lung adenocarcinoma
Siqi Hu Fang Wang Junjun Yang Xingxiang Xu
2023, Volume 20, Issue 10: 18063-18082. doi: 10.3934/mbe.2023802
Abstract HTML PDF Viewed (2144)
Research article
Threshold control strategy for a Filippov model with group defense of pests and a constant-rate release of natural enemies
Baolin Kang Xiang Hou Bing Liu
2023, Volume 20, Issue 7: 12076-12092. doi: 10.3934/mbe.2023537
Abstract HTML PDF Cited (1) Viewed (1872)
Research article
Prediction of hearing preservation after acoustic neuroma surgery based on SMOTE-XGBoost
Cenyi Yang
2023, Volume 20, Issue 6: 10757-10772. doi: 10.3934/mbe.2023477
Abstract HTML PDF Cited (2) Viewed (2133)
Research article
Mutual-DTI: A mutual interaction feature-based neural network for drug-target protein interaction prediction
Jiahui Wen Haitao Gan Zhi Yang Ran Zhou Jing Zhao Zhiwei Ye
2023, Volume 20, Issue 6: 10610-10625. doi: 10.3934/mbe.2023469
Abstract HTML PDF Cited (5) Viewed (2571)
Research article
An efficient deep learning based predictor for identifying miRNA-triggered phasiRNA loci in plant
Yuanyuan Bu Jia Zheng Cangzhi Jia
2023, Volume 20, Issue 4: 6853-6865. doi: 10.3934/mbe.2023295
Abstract HTML PDF Cited (1) Viewed (1911)
Research article
Prediction of coronary heart disease in gout patients using machine learning models
Lili Jiang Sirong Chen Yuanhui Wu Da Zhou Lihua Duan
2023, Volume 20, Issue 3: 4574-4591. doi: 10.3934/mbe.2023212
Abstract HTML PDF Cited (4) Viewed (3144)
Research article
Evaluation method of motor unit number index based on optimal muscle strength combination
Qun Xu Suqi Xue Farong Gao Qiuxuan Wu Qizhong Zhang
2023, Volume 20, Issue 2: 3854-3872. doi: 10.3934/mbe.2023181
Abstract HTML PDF Cited (1) Viewed (1910)