| 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, 555-565, 2020 | 72 | 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 | 48 | 2020 |
| RIFS: a randomly restarted incremental feature selection algorithm Y Ye, R Zhang, W Zheng, S Liu, F Zhou Scientific Reports 7 (1), 13013, 2017 | 34 | 2017 |
| A machine learning-based investigation of gender-specific prognosis of lung cancers Y Wang, S Liu, Z Wang, Y Fan, J Huang, L Huang, Z Li, X Li, M Jin, Q Yu, ... Medicina 57 (2), 99, 2021 | 21 | 2021 |
| 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 | 17 | 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 | 13 | 2020 |
| 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 | 11 | 2021 |
| 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 |
| 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 |
| 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 | 7 | 2021 |
| EpiTEAmDNA: Sequence feature representation via transfer learning and ensemble learning for identifying multiple DNA epigenetic modification types across species F Li, S Liu, K Li, Y Zhang, M Duan, Z Yao, G Zhu, Y Guo, Y Wang, ... Computers in Biology and Medicine 160, 107030, 2023 | 6 | 2023 |
| 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 | 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 |
| Construction of network biomarkers using inter-feature correlation coefficients (FeCO3) and their application in detecting high-order breast cancer biomarkers S Lin, Y Lin, K Wu, Y Wang, Z Feng, M Duan, S Liu, Y Fan, L Huang, ... Current Bioinformatics 17 (4), 310-326, 2022 | 4 | 2022 |
| DiaMole: Mole detection and segmentation software for mobile phone skin images S Liu, Z Chen, H Zhou, K He, M Duan, Q Zheng, P Xiong, L Huang, Q Yu, ... Journal of Healthcare Engineering 2021 (1), 6698176, 2021 | 4 | 2021 |
| Eye3DVas: Three-dimensional reconstruction of retinal vascular structures by integrating fundus image features Z Yao, K He, H Zhou, Z Zhang, G Zhu, C Xing, J Zhang, Z Zhang, B Shao, ... Laser Science, JTu1B. 22, 2020 | 4 | 2020 |
| AcneTyper: an automatic diagnosis method of dermoscopic acne image via self-ensemble and stacking S Liu, R Chen, Y Gu, Q Yu, G Su, Y Ren, L Huang, F Zhou Technology and Health Care 31 (4), 1171-1187, 2023 | 3 | 2023 |
