Xinnan Dai

CellPLM: Pre-training of Cell Language Model Beyond Single Cells

Hongzhi Wen, Wenzhuo Tang, Xinnan Dai et al. · 2023 · 55 citations · Full text

Structured Prediction, Llm Fine-tuning, Engineering +17

AI-powered omics-based drug pair discovery for pyroptosis therapy targeting triple-negative breast cancer

Boshu Ouyang, Caihua Shan, Shun-Qing Shen et al. · Nature Communications · 2024 · 43 citations · Full text

Pyroptosis Therapy, Pyroptosis Genes, Drug Target +15

PIKE-R2P: Protein–protein interaction network-based knowledge embedding with graph neural network for single-cell RNA to protein prediction

Xinnan Dai, Fan Xu, Shike Wang et al. · BMC Bioinformatics · 2021 · 15 citations · Full text

Cell‐to‐cell and type‐to‐type heterogeneity of signaling networks: insights from the crowd

Attila Gábor, Marco Tognetti, Alice Driessen et al. · Molecular Systems Biology · 2021 · 14 citations · Full text

Engineering, Single Cell Signaling, Immunology +24

A General Single-Cell Analysis Framework via Conditional Diffusion Generative Models

Wenzhuo Tang, Renming Liu, Hongzhi Wen et al. · 2023 · 11 citations · Full text