1.Interpretable Multimodal Fusion Model for Bridged Histology and Genomics Survival Prediction in Pan-Cancer, Advanced Science, 2025
2.Challenges in AI-driven Biomedical Multimodal Data Fusion and Analysis, Genomics Proteomics and Bioinformatics, 2025
3.TMO-Net: An Explainable Pretrained Multi-omics Model for Multi-task Learning in Oncology, Genome Biology, 2024
4.Deciphering Tertiary Lymphoid Structure Heterogeneity Reveals Prognostic Signature and Therapeutic Potentials for Colorectal Cancer: A Multicenter Retrospective Cohort Study, International Journal of Surgery, 2024
5.Senescence‐based Colorectal Cancer Subtyping Reveals Distinct Molecular Characteristics and Therapeutic Strategies, MedComm, 2023
6.A Longitudinal MRI-based Artificial Intelligence System to Predict Pathological Complete Response after Neoadjuvant Therapy in Rectal Cancer: A Multicenter Validation Study, Diseases of the Colon & Rectum, 2023
7.The Growth Pattern of Liver Metastases on MRI Predicts Early Recurrence in Patients with Colorectal Cancer: A Multicenter Study, European Radiology, 2022
8.Segmentation Only Uses Sparse Annotations: Unified Weakly and Semi-supervised Learning in Medical Images, Medical Image Analysis, 2022
9.CT-based Radiogenomic Analysis Dissects Intratumor Heterogeneity and Predicts Prognosis of Colorectal Cancer: A Multi-institutional Retrospective Study, Journal of Translational Medicine, 2022
10.A Novel Cell‐free DNA Methylation‐based Model Improves the Early Detection of Colorectal Cancer, Molecular Oncology, 2021
11.Predicting Treatment Response from Longitudinal Images Using Multi-task Deep Learning, Nature Communications, 2021
12.Genome-wide Discovery of a Novel Gene-expression Signature for the Identification of Lymph Node Metastasis in Esophageal Squamous Cell Carcinoma, Annals of Surgery, 2019
13.Long-read RNA Sequencing Identifies Alternative Splice Variants in Hepatocellular Carcinoma and Tumor-specific Isoforms, Hepatology, 2019
14.DeepCC: A Novel Deep Learning-based Framework for Cancer Molecular Subtype Classification, Oncogenesis, 2019
15.A Genome-wide Transcriptomic Approach Identifies a Novel Gene Expression Signature for the Detection of Lymph Node Metastasis in Patients with Early-stage Gastric Cancer, EBioMedicine, 2019
16.RNAMethyPro: A Biologically Conserved Signature of N6-methyladenosine Regulators for Predicting Survival at Pan-cancer Level, NPJ Precision Oncology, 2019
17.Gene Expression Signature in Surgical Tissues and Endoscopic Biopsies Identifies High-risk T1 Colorectal Cancers, Gastroenterology, 2019
18.Genome-wide Discovery and Identification of a Novel miRNA Signature for Recurrence Prediction in Stage II and III Colorectal Cancer, Clinical Cancer Research, 2018
19.A Novel Non-Invasive Circulating miRNA Signature for Detection of Esophageal Adenocarcinoma, Gastroenterology, 2018
