Ruochi Zhang

机构：Guiyang Medical University, Sun Yat-sen University, Cerner (United States), Jilin University, Jilin Province Science and Technology Department, Guangzhou Research Institute of Synthetic Materials, Syngenta (China), Changchun University · ORCID：0000-0001-6541-4050

发表论文 23 篇 · 总被引 176 次 · h-index 7

代表论文

• COVID19XrayNet: A Two-Step Transfer Learning Model for the COVID-19 Detecting Problem Based on a Limited Number of Chest X-Ray Images (2020 · Interdisciplinary Sciences Computational Life Sciences · 被引 60)
• AB-Gen: Antibody Library Design with Generative Pre-Trained Transformer and Deep Reinforcement Learning (2023 · Genomics Proteomics & Bioinformatics · 被引 27)
• MolFeSCue: enhancing molecular property prediction in data-limited and imbalanced contexts using few-shot and contrastive learning (2024 · Bioinformatics · 被引 19)
• HELM-GPT: de novo macrocyclic peptide design using generative pre-trained transformer (2024 · Bioinformatics · 被引 17)
• FairCare: Adversarial training of a heterogeneous graph neural network with attention mechanism to learn fair representations of electronic health records (2024 · Information Processing & Management · 被引 14)
• Orchestrating information across tissues via a novel multitask GAT framework to improve quantitative gene regulation relation modeling for survival analysis (2023 · Briefings in Bioinformatics · 被引 8)