Publications

† First or co-first author, * Corresponding or co-corresponding author, bold names are lab members

(2024). Journal Article Structure Embedded Nucleus Classification for Histopathology Images. IEEE Transactions on Medical Imaging.
(2024). Conference Paper Cross-Level Contrastive Learning and Consistency Constraint for Semi-Supervised Medical Image Segmentation. IEEE International Symposium on Biomedical Imaging.
(2024). Journal Article Prognosis and immunotherapy efficacy in dMMR&MSS colorectal cancer patients and an MSI status predicting model. International Journal of Cancer.
(2024). Journal Article Editorial: Clinical risk assessment and intervention of gastrointestinal tumors driven by big-data. Frontiers in Medicine.
(2023). Journal Article Genome-wide study reveals novel roles for formin-2 in axon regeneration as a microtubule dynamics regulator and therapeutic target for nerve repair. Neuron.
(2023). Journal Article 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). Journal Article A prognostic model for ovarian neoplasms established by an integrated analysis of 1580 transcriptomic profiles. Scientific Reports.
(2023). Conference Paper Multi-scope Analysis Driven Hierarchical Graph Transformer for Whole Slide Image Based Cancer Survival Prediction. Medical Image Computing and Computer Assisted Intervention.
(2023). Journal Article Deep learning-derived spatial organization features on histology images predicts prognosis in colorectal liver metastasis patients after hepatectomy. iScience.
(2023). Journal Article Application of the Chinese Expert Consensus on Diabetes Classification in Clinical Practice. Zhonghua Nei Ke Za Zhi (Chinese Journal of Internal Medicine).