Author

Jianxiu Cai

Observed name: Cai, Jianxiu

Institutions: Macao Polytechnic University, University of Coimbra

Observed institutions: University of Macau, University of Saint Joseph, Macao Polytechnic University, University of Coimbra

ORCID: 0000-0003-2342-8969

Observed ORCID: 0000-0003-2342-8969

OpenAlex ID: A5001119403

Recent Progress in the Discovery and Design of Antimicrobial Peptides Using Traditional Machine Learning and Deep Learning

2022 · Jielu Yan, Jianxiu Cai, et al. · Antibiotics · 139

PDF

BERT-AmPEP60: A BERT-Based Transfer Learning Approach to Predict the Minimum Inhibitory Concentrations of Antimicrobial Peptides for Escherichia coli and Staphylococcus aureus

2025 · Jianxiu Cai, Jielu Yan, et al. · Journal of Chemical Information and Modeling · 33

Renal Cancer Detection: Fusing Deep and Texture Features from Histopathology Images

2022 · Jianxiu Cai, Manting Liu, et al. · BioMed Research International · 22

PDF

Application of Deep Learning Techniques for Air Quality Prediction: A Case Study in Macau

2025 · Thomas M. T. Lei, Jianxiu Cai, et al. · Processes · 20

PDF

MambaTransDTA: A Hybrid Mamba-Transformer Architecture for Accurate Drug-Target Binding Affinity Prediction

2025 · Xinpo Lou, Jianxiu Cai, et al. · Journal of Chemical Information and Modeling · 8

Video-Driven Artificial Intelligence for Predictive Modelling of Antimicrobial Peptide Generation: Literature Review on Advances and Challenges

2025 · Jielu Yan, Zhengli Chen, et al. · Applied Sciences · 5

PDF

Research on Power Flow Prediction Based on Physics-Informed Graph Attention Network

2025 · Qiyue Huang, Yapeng Wang, et al. · Applied Sciences · 4

PDF

A Comparative Evaluation of Machine Learning and Deep Graph Learning for Chemical Ecotoxicological Prediction

2025 · Xinpo Lou, Jianxiu Cai, et al. · ACS Omega · 3

PDF

Multi-MoleScale: a multi-scale approach for molecular property prediction with graph contrastive and sequence learning

2025 · Xinpo Lou, Jianxiu Cai, et al. · Journal of Cheminformatics · 2

Discriminative Multi-feature Representation for Renal Cancer Detection based on Histopathology Images

2021 · Jianxiu Cai, Qi Zhang, et al. · IEEE International Conference on Computer and Communications (ICCC) · 1

Multi-AOP: a lightweight multi-view deep learning framework for antioxidant peptide discovery

2026 · Cai, Jianxiu, Lou, Xinpo, et al. · Figshare

Additional file 1 of Multi-AOP: a lightweight multi-view deep learning framework for antioxidant peptide discovery

2026 · Cai, Jianxiu, Lou, Xinpo, et al. · Figshare

xLSTM-AmPEP60: An xLSTM Model for the Minimum Inhibitory Concentrations Prediction of Antimicrobial Peptides

2025 · Jianxiu Cai, Xinpo Lou, et al. · IEEE International Conference on Bioinformatics and Biomedicine (BIBM)

ClsDiff-AMP30: Generating Antimicrobial Peptides by a Classifier Guidance Noise Predictor

2025 · Jielu Yan, Jianxiu Cai, et al. · bioRxiv (Cold Spring Harbor Laboratory)

A Novel Method for Detecting Renal Cancer in Histopathology Images Based on Deep Learning

2025 · Tianyu Chen, Qi Zhang, et al. · Signals and communication technology

Graph Energy Variety Network-based Out-of-distribution Detection

2024 · Yan Zhong, Ruobing Shang, et al. · International Conference on Big Data and Internet of Things (BDIOT)

Protein-Based Data Augmentation for the Prediction of Peptide Toxicity Using Deep Learning

2023 · Jianxiu Cai, Yapeng Wang, et al. · International Conference on Bioinformatics and Computational Biology (ICBCB)

Works count: 17

Citation count: 237

H-index: 5

I10-index: 4