研究领域
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与临床紧密结合的基于人工智能/深度学习的多模态多中心智能辅助诊疗；医疗机器人传感器及其视频识别边缘AI算法及器件；高灵敏度的可穿戴和可植入式微型生物医学传感器及其多维度数据分析。
论文成果 MORE+
- · STS MICCAI 2023 Challenge: Grand challenge on 2D and 3D semi-supervised tooth segmentation.ASTS MICCAI 2023 Challenge.2024
- · A Simple Normalization Technique Uing Window Statistics to Improve the Out-Of-Distribution Generalization on Medical Images.IEEE Transactions on Medical Imaging.2024,2024,6(43):2086-2097
- · Enhancing Nasopharyngeal Carcinoma Classification Based on Multi-View Cross-Modal Knowledge Distillation.IEEE International Symposium on Biomedical Imaging.2024
- · Deep Learning–Based Facial and Skeletal Transformations for Surgical Planning.Journal of Dental Research.2024,8(103）:809-819
- · Polyp Size Estimation by Generalizing Metric Depth Estimation And Monocular 3D Reconstruction.Proceedings - International Symposium on Biomedical Imaging，ISBI 2024.2024
- · Multi-step validation of a deep learning-based system with visual explanations for optical diagnosis of polyps with advanced features.iScience.2024,4(27)
- · VT-ReID: Learning Discriminative Visual-Text Representation for Polyp Re-Identification.IEEE International Conference on Acoustics, Speech and Signal Processing.2024
- · SubFace: learning with softmax approximation for face recognition.Multimedia Tools and Applications.2024
- · Rethinking Person Re-Identification via Semantic-based Pretraining.ACM Transactions on Multimedia Computing, Communications and Applications.2024,3(20)
- · Chromosome Detection in Metaphase Cell Images Using Morphological Priors.Ieee Journal of Biomedical and Health Informatics.2023,9(27):4579-4590
专利
- 暂无内容
著作成果
科研项目 MORE+
- · 电子胃肠镜系统及图像光源-2025/12/01
- · 依托芯片和传感器的智能医疗电子方案关键技术-2027/01/01
- · 智能消化内镜-2024/10/01
- · 人机交互-2024/04/01
- · 基于新型可解释深度学习模型的淋巴瘤分型分期诊断、疗效评估和生存预测系统-2023/12/01
- · 一次性脊柱内窥镜图像AI自动识别技术的研究-2023/09/01
- · 视频辨识算法及其FPGA实现-2021/08/01
- · 基于人工智能的妊娠期糖尿病预后预测模型的建立和评价-2022/09/01
- · 智能消化内镜——技术开发合同-2022/01/01
- · 人工智能辅助三维影像数据评估气道和预测困难插管-2023/12/01