Chen W. 等，“Early Detection of Visual Impairment in Young Children Using a Smartphone-based Deep Learning System,”Nature Medicine, 2023；党康为共同作者。
Lei C. 等，“ProptoView: AI-based digital exophthalmometry using multi-view facial images in a multinational validation study,”Journal of Translational Medicine，2026；党康为共同作者。
Niu J. 等，“HolistAno: Retinal anomaly detection with holistic feature modeling,”Expert Systems with Applications，2026；党康为共同第一作者。
Lei C. 等，“AI-assisted Facial Analysis in Healthcare: From Disease Detection to Comprehensive Management,”Patterns, 2025；党康为共同第一作者。
Liu J. 等，“An End-to-End Deep Learning Histochemical Scoring System for Breast Cancer TMA,”IEEE Transactions on Medical Imaging, 2019；刘净心为第一作者。
Liu J. 等，“Automated Tumor Proportion Score Analysis for PD-L1 (22C3) Expression in Lung Squamous Cell Carcinoma,”Scientific Reports, 2021；刘净心为第一作者。
Aubreville M. 等，“Mitosis Domain Generalization in Histopathology Images: The MIDOG Challenge,”Medical Image Analysis, 2023；刘净心参与。
Da Q. 等，“DigestPath: A Benchmark Dataset with Challenge Review for the Pathological Detection and Segmentation of Digestive-System,”Medical Image Analysis, 2022；刘净心参与。
Sun X. 等，“Future Cardiovascular Events Prediction from Invasive Coronary Angiography: A Graph Representation Learning Perspective,”Medical Image Analysis, 2026；孙晓武为第一作者。
Sun X. 等，“Deep Learning Based Automated Left Ventricle Segmentation and Flow Quantification in 4D Flow Cardiac MRI,”Journal of Cardiovascular Magnetic Resonance, 2024；孙晓武为第一作者。
Chen Z. 等，“Cine Cardiac Magnetic Resonance Segmentation Using Temporal-Spatial Adaptation of Prompt-enabled Segment-Anything-Model: A Feasibility Study,”Journal of Cardiovascular Magnetic Resonance, 2025；陈震农为共同第一作者。
Mishra D. 等，“MCAT: Visual Query-Based Localization of Standard Anatomical Clips in Fetal Ultrasound Videos Using Multi-Tier Class-Aware Token Transformer,”AAAI, 2025；Netzahualcoyotl Hernandez-Cruz 为共同作者。
Meng R. 等，“MAST-Pro: Dynamic Mixture-of-Experts for Adaptive Segmentation of Pan-Tumors with Knowledge-Driven Prompts,”MICCAI, 2025；宋思凡为共同第一作者。
Song S. 等，“DualStreamFoveaNet: A Dual Stream Fusion Architecture with Anatomical Awareness for Robust Fovea Localization,”IEEE Journal of Biomedical and Health Informatics, 2024；宋思凡为第一作者。
Song Z. 等，“Attention-based Multi-label Neural Networks for Integrated Prediction and Interpretation of Twelve Widely Occurring RNA Modifications,”Nature Communications, 2021；苏炯龙为共同作者并参与项目构思。
Huang D. 等，“Geographic Encoding of Transcripts Enabled High-Accuracy and Isoform-Aware Deep Learning of RNA Methylation,”Nucleic Acids Research, 2022；苏炯龙为共同作者。
Wang H. 等，“Statistical Modeling of Single-Cell Epitranscriptomics Enabled Trajectory and Regulatory Inference of RNA Methylation,”Cell Genomics, 2024；苏炯龙为共同作者。
可信生物医学智能与智慧医疗技术
Zeng X. 等，“Beyond Shortcuts: Mitigating Spurious Correlations in Radiological Diagnosis with Causal Intervention,”Knowledge-Based Systems, 2026；张海洋为通讯作者。
Chen Q.、Zhang H. 等，“PU-Bench: A Unified Benchmark for Rigorous and Reproducible Positive–Unlabelled Learning,”ICLR, 2026；张海洋为共同第一和通讯作者。
Wang Y. 等，“Biomedical Information Retrieval with Positive–Unlabelled Learning and Knowledge Graphs,”ACM Transactions on Intelligent Systems and Technology, 2024；王伟为共同作者。
Wang C. 等，“DAED: Dynamic Additive Effect Decomposition for Interpretable Time-Series Forecasting,”DASFAA, 2026；王超群为第一和通讯作者。
Wang C. 等，“DeLELSTM: Decomposition-based Linear Explainable LSTM to Capture Instantaneous and Long-term Effects in Time Series,”IJCAI, 2023；王超群为第一作者。
Lam H.-P.、Hashmi M.，“Enabling Reasoning with LegalRuleML,”Theory and Practice of Logic Programming, 2019；为形式化、可审计和规则驱动的决策系统提供基础。
Wang F. 等，“Transformer Based Tissue Classification in Robotic Needle Biopsy,”IEEE SMC, 2024；王樊昕为第一作者。
Wang F. 等，“Needle Biopsy and Fiber-Optic Compatible Robotic Insertion Platform,”IEEE EMBC, 2025；王樊昕为第一作者。
情感计算、健康老龄化与智能康养
Chen Y. 等，“Depression Detection via Multimodal Analysis Using a Large Language Model-powered Interview Platform,”Engineering Applications of Artificial Intelligence, 2026；陈阳斌为第一作者。
He X. 等，“AL-HCL: Active Learning and Hierarchical Contrastive Learning for Multimodal Sentiment Analysis with Fusion Guidance,”IEEE Transactions on Affective Computing, 2026；潘玉珊为通讯作者。
He X. 等，“An Active Learning-based Alternative Reinforcement Contextual Information Fusion Model for Multimodal Sentiment Analysis,”IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2025；潘玉珊为通讯作者。
Ma W.、Jin N.，“Multi-scale Local–Global Fusion Network with Temporal Attention for Speech Emotion Recognition,”Neural Computing and Applications, 2026；金楠琳为通讯作者。
Zhang K. 等，面向脑瘫儿童的可定制下肢康复地毯，ACM Interactive Surfaces and Spaces, 2024；由孙捷和卜庆磊指导。
科研与转化亮点
以下成果体现中心成员为AIHB带来的集体科研与转化基础，并非所有成果均在中心名义下完成。
代表性及重要论文
面向重大疾病的多模态与多组学智能
可信生物医学智能与智慧医疗技术
情感计算、健康老龄化与智能康养
专利、软件著作权与技术转移
发布控制： 以下专利数量来自成员材料，可能同时包含申请、授权、共同发明及成员入职西浦前的成果。正式发布前，需与西浦技术转移办公室核对数量和权属。
奖项、人才项目及新闻价值成果