Volume 22, supplement issue 12, December 2021
Explainable AI methods in biomedical data science
10 articles in this issue
-
-
Drug–target interaction prediction via multiple classification strategies
Authors
- Qing Ye
- Xiaolong Zhang
- Xiaoli Lin
- Content type: Research
- Open Access
- Published: 20 January 2022
- Article: 461
-
The challenges of explainable AI in biomedical data science
Authors
- Henry Han
- Xiangrong Liu
- Content type: Introduction
- Open Access
- Published: 20 January 2022
- Article: 443
-
Using entropy-driven amplifier circuit response to build nonlinear model under the influence of Lévy jump
Authors
- Hao Fu
- Hui Lv
- Qiang Zhang
- Content type: Research
- Open Access
- Published: 20 January 2022
- Article: 437
-
A truncated nuclear norm and graph-Laplacian regularized low-rank representation method for tumor clustering and gene selection
Authors
- Qi Liu
- Content type: Research
- Open Access
- Published: 20 January 2022
- Article: 436
-
Detect the early-warning signals of diseases based on signaling pathway perturbations on a single sample
Authors (first, second and last of 8)
- Yanhao Huo
- Geng Zhao
- Xin Li
- Content type: Methodology
- Open Access
- Published: 20 January 2022
- Article: 367
-
Multi-view manifold regularized compact low-rank representation for cancer samples clustering on multi-omics data
Authors (first, second and last of 6)
- Juan Wang
- Cong-Hai Lu
- Xiaofeng Zhang
- Content type: Research
- Open Access
- Published: 20 January 2022
- Article: 334
-
Predicting Ca2+ and Mg2+ ligand binding sites by deep neural network algorithm
Authors (first, second and last of 9)
- Kai Sun
- Xiuzhen Hu
- Xiaoxiao You
- Content type: Research
- Open Access
- Published: 20 January 2022
- Article: 324
-
MetaCRS: unsupervised clustering of contigs with the recursive strategy of reducing metagenomic dataset’s complexity
Authors
- Zhongjun Jiang
- Xiaobo Li
- Lijun Guo
- Content type: Methodology
- Open Access
- Published: 20 January 2022
- Article: 315
-
Identifying biomarkers for breast cancer by gene regulatory network rewiring
Authors
- Yijuan Wang
- Zhi-Ping Liu
- Content type: Methodology
- Open Access
- Published: 20 January 2022
- Article: 308