| Severity detection for the coronavirus disease 2019 (COVID-19) patients using a machine learning model based on the blood and urine tests H Yao, N Zhang, R Zhang, M Duan, T Xie, J Pan, E Peng, J Huang, ... Frontiers in cell and developmental biology, 683, 2020 | 135 | 2020 |
| Feature selection may improve deep neural networks for the bioinformatics problems Z Chen, M Pang, Z Zhao, S Li, R Miao, Y Zhang, X Feng, X Feng, Y Zhang, ... Bioinformatics 36 (5), 1542-1552, 2020 | 87 | 2020 |
| COVID19XrayNet: a two-step transfer learning model for the COVID-19 detecting problem based on a limited number of chest X-ray images R Zhang, Z Guo, Y Sun, Q Lu, Z Xu, Z Yao, M Duan, S Liu, Y Ren, ... Interdisciplinary Sciences: Computational Life Sciences 12 (4), 555-565, 2020 | 63 | 2020 |
| Selection of features for patient-independent detection of seizure events using scalp EEG signals S Yang, B Li, Y Zhang, M Duan, S Liu, Y Zhang, X Feng, R Tan, L Huang, ... Computers in biology and medicine 119, 103671, 2020 | 42 | 2020 |
| Reduced serum zinc ion concentration is associated with coronary heart disease H Meng, Y Wang, F Zhou, J Ruan, M Duan, X Wang, Q Yu, P Yang, ... Biological trace element research, 1-10, 2021 | 25 | 2021 |
| HLAB: learning the BiLSTM features from the ProtBert-encoded proteins for the class I HLA-peptide binding prediction Y Zhang, G Zhu, K Li, F Li, L Huang, M Duan, F Zhou Briefings in Bioinformatics 23 (5), bbac173, 2022 | 22 | 2022 |
| RIFS2D: A two-dimensional version of a randomly restarted incremental feature selection algorithm with an application for detecting low-ranked biomarkers S Gao, P Wang, Y Feng, X Xie, M Duan, Y Fan, S Liu, L Huang, F Zhou Computers in Biology and Medicine 133, 104405, 2021 | 16 | 2021 |
| AgeGuess, a methylomic prediction model for human ages X Gao, S Liu, H Song, X Feng, M Duan, L Huang, F Zhou Frontiers in bioengineering and biotechnology 8, 80, 2020 | 12 | 2020 |
| AcneGrader: An ensemble pruning of the deep learning base models to grade acne S Liu, Y Fan, M Duan, Y Wang, G Su, Y Ren, L Huang, F Zhou Skin Research and Technology 28 (5), 677-688, 2022 | 10 | 2022 |
| A novel position-specific encoding algorithm (SeqPose) of nucleotide sequences and its application for detecting enhancers X Mu, Y Wang, M Duan, S Liu, F Li, X Wang, K Zhang, L Huang, F Zhou International Journal of Molecular Sciences 22 (6), 3079, 2021 | 9 | 2021 |
| FeSTwo, a two-step feature selection algorithm based on feature engineering and sampling for the chronological age regression problem Z Wei, S Ding, M Duan, S Liu, L Huang, F Zhou Computers in Biology and Medicine 125, 104008, 2020 | 9 | 2020 |
| Pan-cancer identification of the relationship of metabolism-related differentially expressed transcription regulation with non-differentially expressed target genes via a gated … M Duan, Y Wang, Y Qiao, Y Wang, X Pan, Z Hu, Y Ran, X Fu, Y Fan, ... Computers in Biology and Medicine 148, 105883, 2022 | 7 | 2022 |
| Detection and Independent Validation of Model-Based Quantitative Transcriptional Regulation Relationships Altered in Lung Cancers M Duan, H Song, C Wang, J Zheng, H Xie, Y He, L Huang, F Zhou Frontiers in bioengineering and biotechnology 8, 582, 2020 | 7 | 2020 |
| Computational pan-cancer characterization of model-based quantitative transcription regulations dysregulated in regional lymph node metastasis M Duan, L Zhang, Y Wang, Y Fan, S Liu, Q Yu, L Huang, F Zhou Computers in Biology and Medicine 135, 104571, 2021 | 6 | 2021 |
| Survival time prediction of breast cancer patients using feature selection algorithm crystall S Liu, H Li, Q Zheng, L Yang, M Duan, X Feng, F Li, L Huang, F Zhou IEEE Access 9, 24433-24445, 2021 | 6 | 2021 |
| MuscNet, a weighted voting model of multi-source connectivity networks to predict mild cognitive impairment using resting-state functional MRI J Li, Z Yao, M Duan, S Liu, F Li, H Zhu, Z Xia, L Huang, F Zhou IEEE Access 8, 174023-174031, 2020 | 6 | 2020 |
| ELMO: An efficient logistic regression-based multi-omic integrated analysis method for breast cancer intrinsic subtypes Y Zhang, R Shi, C Chen, M Duan, S Liu, Y Ren, L Huang, X Dai, F Zhou IEEE Access 8, 5121-5130, 2019 | 6 | 2019 |
| BioDog, biomarker detection for improving identification power of breast cancer histologic grade in methylomics Y Zhang, C Chen, M Duan, S Liu, L Huang, F Zhou Epigenomics 11 (15), 1717-1732, 2019 | 6 | 2019 |
| Feature selection of omic data by ensemble swarm intelligence based approaches Z Yao, G Zhu, J Too, M Duan, Z Wang Frontiers in Genetics 12, 793629, 2022 | 5 | 2022 |
| A comprehensive comparison of residue-level methylation levels with the regression-based gene-level methylation estimations by ReGear J Cai, Y Xu, W Zhang, S Ding, Y Sun, J Lyu, M Duan, S Liu, L Huang, ... Briefings in Bioinformatics 22 (4), bbaa253, 2021 | 5 | 2021 |
