Jiacai Yi - Publications, H-index & Citations

Jiacai Yi

national university of defense technology - china

11H指数

18论文数

3.8K被引数

收录论文 14

发表时间

A fused deep learning approach to transform drug repositioning 一种融合深度学习的方法用于药物重定位

Communications Chemistry

IF6.2

2025-11-06

OAAI

Kun Li; Jiacai Yi; Qing Ye; Xixi Yang; Long Yu; YouChao Deng; Chengkun Wu; Tingjun Hou; Dejun Jiang; Dongsheng Cao

Decoding the Limits of Deep Learning in Molecular Docking for Drug Discovery 解析深度学习在分子对接药物发现中的局限

Chem. Sci.

IF7.4

2025-08-19

OAAI

Yue Li; Jia-Cai Yi; Hui Li; Kun Li; Fenghua Kang; Youchao Deng; Cheng-Kun Wu; Xiangzheng Fu; Dejun Jiang; Dongsheng Cao

Pushing the boundaries of few-shot learning for low-data drug discovery with a Bayesian meta-learning hypernetwork framework 在贝叶斯元学习超网络框架下推动低数据药物发现中少样本学习的边界

BRIEFINGS IN BIOINFORMATICS

IF7.7

2025-07-01

PREAI

Yi, Jiacai; Jiang, Dejun; Wu, Chengkun; Zhang, Xiaochen; He, Weixing; Zhao, Wentao; Cao, Dongsheng

DDInter 2.0: an enhanced drug interaction resource with expanded data coverage, new interaction types, and improved user interface DDInter 2.0: 一个增强的药物相互作用资源，具有扩展的数据覆盖范围，新的相互作用类型和改进的用户界面

NUCLEIC ACIDS RESEARCH

IF13.1

2024-08-24

OAAI

Tian, Yao; Yi, Jiacai; Wang, Ningning; Wu, Chengkun; Peng, Jinfu; Liu, Shao; Yang, Guoping; Cao, Dongsheng

ISTransbase: an online database for inhibitor and substrate of drug transporters

DATABASE-THE JOURNAL OF BIOLOGICAL DATABASES AND CURATION

IF3.6

2024-06-29

OAAI

Peng, Jinfu; Yi, Jiacai; Yang, Guoping; Huang, Zhijun; Cao, Dongsheng

ChemFH: an integrated tool for screening frequent false positives in chemical biology and drug discovery

NUCLEIC ACIDS RESEARCH

IF13.1

2024-05-23

OAAI

Shi, Shaohua; Fu, Li; Yi, Jiacai; Yang, Ziyi; Zhang, Xiaochen; Deng, Youchao; Wang, Wenxuan; Wu, Chengkun; Zhao, Wentao; Hou, Tingjun; Zeng, Xiangxiang; Lyu, Aiping; Cao, Dongsheng

ADMETlab 3.0: an updated comprehensive online ADMET prediction platform enhanced with broader coverage, improved performance, API functionality and decision support

NUCLEIC ACIDS RESEARCH

IF13.1

2024-04-04

OAAI

Fu, Li; Shi, Shaohua; Yi, Jiacai; Wang, Ningning; He, Yuanhang; Wu, Zhenxing; Peng, Jinfu; Deng, Youchao; Wang, Wenxuan; Wu, Chengkun; Lyu, Aiping; Zeng, Xiangxiang; Zhao, Wentao; Hou, Tingjun; Cao, Dongsheng

ChemMORT: an automatic ADMET optimization platform using deep learning and multi-objective particle swarm optimization

BRIEFINGS IN BIOINFORMATICS

IF7.7

2024-02-20

OAAI

Yi, Jia-Cai; Yang, Zi-Yi; Zhao, Wen-Tao; Yang, Zhi-Jiang; Zhang, Xiao-Chen; Wu, Cheng-Kun; Lu, Ai-Ping; Cao, Dong-Sheng

OptADMET: a web-based tool for substructure modifications to improve ADMET properties of lead compounds

NATURE PROTOCOLS

IF16

2024-01-23

PREAI

Yi, Jiacai; Shi, Shaohua; Fu, Li; Yang, Ziyi; Nie, Pengfei; Lu, Aiping; Wu, Chengkun; Deng, Yafeng; Hsieh, Changyu; Zeng, Xiangxiang; Hou, Tingjun; Cao, Dongsheng

Pushing the Boundaries of Molecular Property Prediction for Drug Discovery with Multitask Learning BERT Enhanced by SMILES Enumeration

RESEARCH

IF10.7

2022-12-15

OAAI

Zhang, Xiao-Chen; Wu, Cheng-Kun; Yi, Jia-Cai; Zeng, Xiang-Xiang; Yang, Can-Qun; Lu, Ai-Ping; T-j, Hou; Hou, Ting-Jun; Cao, Dong-Sheng

ABC-Net: a divide-and-conquer based deep learning architecture for SMILES recognition from molecular images

BRIEFINGS IN BIOINFORMATICS

IF7.7

2022-02-25

PREAI

Zhang, Xiao-Chen; Yi, Jia-Cai; Yang, Guo-Ping; Wu, Cheng-Kun; Hou, Ting-Jun; Cao, Dong-Sheng

DDInter: an online drug-drug interaction database towards improving clinical decision-making and patient safety

NUCLEIC ACIDS RESEARCH

IF13.1

2021-10-11

OAAI

Xiong, Guoli; Yang, Zhijiang; Yi, Jiacai; Wang, Ningning; Wang, Lei; Zhu, Huimin; Wu, Chengkun; Lu, Aiping; Chen, Xiang; Liu, Shao; Hou, Tingjun; Cao, Dongsheng

MG-BERT: leveraging unsupervised atomic representation learning for molecular property prediction Mg-bert: 利用无监督原子表示学习进行分子性质预测

BRIEFINGS IN BIOINFORMATICS

IF7.7

2021-05-05

PREAI

Zhang, Xiao-Chen; Wu, Cheng-Kun; Yang, Zhi-Jiang; Wu, Zhen-Xing; Yi, Jia-Cai; Hsieh, Chang-Yu; Hou, Ting-Jun; Cao, Dong-Sheng

ADMETlab 2.0: an integrated online platform for accurate and comprehensive predictions of ADMET properties ADMETlab 2.0: 一个集成的在线平台，用于准确，全面地预测ADMET属性

NUCLEIC ACIDS RESEARCH

IF13.1

2021-04-24

1.3K

OAAI

Xiong, Guoli; Wu, Zhenxing; Yi, Jiacai; Fu, Li; Yang, Zhijiang; Hsieh, Changyu; Yin, Mingzhu; Zeng, Xiangxiang; Wu, Chengkun; Lu, Aiping; Chen, Xiang; Hou, Tingjun; Cao, Dongsheng

研究方向