Author Youcheng Li
Description Breast Imaging, Colonoscopy, and Computer Aided Diagnosis
| 页码 | 统计人 | 论文题目 | 任务描述 | 数据集名字 | 数据集链接 | 任务具体描述 |
|---|---|---|---|---|---|---|
| 3 | Youcheng Li | Multi-view Local Co-occurrence and Global Consistency Learning Improve Mammogram Classification Generalisation | 分类 | The Chinese Mammography Database (CMMD) | The Chinese mammography database (CMMD) (2021). | 使用辅助图像提升图像分类性能 |
| 14 | Youcheng Li | Global and Interpretable Prototype-Based Mammogram Classification Models | 分类 | 私有数据集 | 略 | 使用知识蒸馏提升分类性能 |
| 25 | Youcheng Li | Deep is a Luxury We Don’t Have | 分类 | National Health Service OPTIMAM | Optimam mammography image database: a large-scale resource of mammography images and clinical data | 用于高分辨率医学图像分类的transformer |
| 36 | Youcheng Li | PD-DWI: Predicting Response to Neoadjuvant Chemotherapy in Invasive Breast Cancer with Physiologically-Decomposed Diffusion-Weighted MRI Machine-Learning Model | 分类 | BMMR2 | BMMR2 | 特征工程后放入XGBoost分类 |
| 46 | Youcheng Li | Transformer Based Multi-view Network for Mammographic Image Classification | 分类 | DDSM | DDSM | 使用多视角图片辅助分类 |
| 55 | Youcheng Li | Intra-class Contrastive Learning Improves Computer Aided Diagnosis of Breast Cancer in Mammography | 分类 | 私有数据集 | 略 | 使用对比学习提升分类性能 |
| 页码 | 统计人 | 论文题目 | 任务描述 | 数据集名字 | 数据集链接 | 任务具体描述 |
|---|---|---|---|---|---|---|
| 67 | Youcheng Li | BoxPolyp: Boost Generalized Polyp Segmentation Using Extra Coarse Bounding Box Annotations | 前景分割 | Kvasir, CVC-ClinicDB , CVC-ColonDB, EndoScene and ETIS | Kvasir, CVC-ClinicDB , CVC-ColonDB, EndoScene and ETIS | 使用bbox作为辅助信息进行分割 |
| 78 | Youcheng Li | FFCNet: Fourier Transform-Based Frequency Learning and Complex Convolutional Network for Colon Disease Classification | 前景分割 | 私有数据集 | 略 | 使用基于傅里叶变换的频域学习方法 |
| 88 | Youcheng Li | Contrastive Transformer-Based Multiple Instance Learning for Weakly Supervised Polyp Frame Detection | ||||
| Youcheng Li |