| Machine learning based detection of age-related macular degeneration (AMD) and diabetic macular edema (DME) from optical coherence tomography (OCT) images Y Wang, Y Zhang, Z Yao, R Zhao, F Zhou Biomedical optics express 7 (12), 4928-4940, 2016 | 162 | 2016 |
| 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 | 73 | 2020 |
| Artificial intelligence-based diagnosis of Alzheimer's disease with brain MRI images Z Yao, H Wang, W Yan, Z Wang, W Zhang, Z Wang, G Zhang European Journal of Radiology 165, 110934, 2023 | 27 | 2023 |
| CAGI, the Critical Assessment of Genome Interpretation, establishes progress and prospects for computational genetic variant interpretation methods GI Consortium Genome biology 25 (1), 53, 2024 | 21 | 2024 |
| Fuzzy-VGG: A fast deep learning method for predicting the staging of Alzheimer's disease based on brain MRI Z Yao, W Mao, Y Yuan, Z Shi, G Zhu, W Zhang, Z Wang, G Zhang Information Sciences 642, 119129, 2023 | 20 | 2023 |
| FunSwin: A deep learning method to analysis diabetic retinopathy grade and macular edema risk based on fundus images Z Yao, Y Yuan, Z Shi, W Mao, G Zhu, G Zhang, Z Wang Frontiers in physiology 13, 961386, 2022 | 18 | 2022 |
| 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 | 10 | 2023 |
| 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 | 9 | 2022 |
| Coupled relationships between landscape pattern and ecosystem health in response to urbanization T Gu, T Luo, Z Ying, X Wu, Z Wang, G Zhang, Z Yao Journal of Environmental Management 367, 122076, 2024 | 8 | 2024 |
| Enhanced open biomass burning detection: The BranTNet approach using UAV aerial imagery and deep learning for environmental protection and health preservation H Wang, Z Yao, T Li, Z Ying, X Wu, S Hao, M Liu, Z Wang, T Gu Ecological Indicators 154, 110788, 2023 | 8 | 2023 |
| DeepSF-4mC: A deep learning model for predicting DNA cytosine 4mC methylation sites leveraging sequence features Z Yao, F Li, W Xie, J Chen, J Wu, Y Zhan, X Wu, Z Wang, G Zhang Computers in Biology and Medicine 171, 108166, 2024 | 6 | 2024 |
| 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 |
| GSRNet, an adversarial training-based deep framework with multi-scale CNN and BiGRU for predicting genomic signals and regions G Zhu, Y Fan, F Li, ATH Choi, Z Tan, Y Cheng, K Li, S Wang, C Luo, H Liu, ... Expert Systems with Applications 229, 120439, 2023 | 4 | 2023 |
| 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 |
| LaCOme: learning the latent convolutional patterns among transcriptomic features to improve classifications H Wang, Z Yao, R Luo, J Liu, Z Wang, G Zhang Gene 862, 147246, 2023 | 2 | 2023 |
| Techniques and applications in 3D bioprinting with chitosan bio-inks for drug delivery: A review Z Yao, X Feng, Z Wang, Y Zhan, X Wu, W Xie, Z Wang, G Zhang International Journal of Biological Macromolecules, 134752, 2024 | 1 | 2024 |
| FC-Ensemble: An Ensemble Data Enhancement Method to Increase the Performance of Analysis the Staging of Alzheimer's Disease Based on Brain MRI Z Yao, W Mao, Z Wang, G Zhang Proceedings of the 2023 4th International Symposium on Artificial …, 2023 | 1 | 2023 |
| Computerized Diagnosis of Fundus Vascular Structure Based on Predictions of Diabetic Retinopathy Grade and Risk of Macular Edema Z Liu, Z Yao, Y Cao, J Wu Journal of Medical Imaging and Health Informatics 9 (5), 884-892, 2019 | 1 | 2019 |
| SIPSC-Kac: Integrating swarm intelligence and protein spatial characteristics for enhanced lysine acetylation site identification Z Yao, H Shangguan, W Xie, J Liu, S He, H Huang, F Li, J Chen, Y Zhan, ... International Journal of Biological Macromolecules 282, 137237, 2024 | | 2024 |
| Applications of Generative Artificial Intelligence in Brain MRI Image Analysis for Brain Disease Diagnosis Z Yao, Z Wang, W Xie, Y Zhan, X Wu, Y Dai, Y Pei, Z Wang, G Zhang Neuropharmacology and Therapy 1 (2), 65-77, 2024 | | 2024 |
