Yingda Xia
Johns Hopkins University
H-index: 19
North America-United States
Top articles of Yingda Xia
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Method for training image processing model | 2024/1/4 | ||
A Colorectal Coordinate-Driven Method for Colorectum and Colorectal Cancer Segmentation in Conventional CT Scans | IEEE Transactions on Neural Networks and Learning Systems | Lisha Yao Yingda Xia Zhihong Chen Suyun Li Jiawen Yao | 2024/4/30 |
Bootstrapping Chest CT Image Understanding by Distilling Knowledge from X-ray Expert Models | Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024 | Weiwei Cao Jianpeng Zhang Yingda Xia Tony CW Mok Zi Li | 2024/4/7 |
Image processing method, apparatus and non-transitory computer readable medium for performing image processing | 2023/10/12 | ||
CT-GLIP: 3D Grounded Language-Image Pretraining with CT Scans and Radiology Reports for Full-Body Scenarios | arXiv preprint arXiv:2404.15272 | Jingyang Lin Yingda Xia Jianpeng Zhang Ke Yan Le Lu | 2024/4/23 |
Cluster-induced mask transformers for effective opportunistic gastric cancer screening on non-contrast CT scans | Mingze Yuan Yingda Xia Xin Chen Jiawen Yao Junli Wang | 2023/10/1 | |
Multi-view image analysis using neural networks | 2023/11/14 | ||
Deformable medical image registration under distribution shifts with neural instance optimization | Tony CW Mok Zi Li Yingda Xia Jiawen Yao Ling Zhang | 2023/10/8 | |
Image detection method and apparatus, device, and storage medium | 2023/12/21 | ||
CancerUniT: Towards a single unified model for effective detection, segmentation, and diagnosis of eight major cancers using a large collection of CT scans | Jieneng Chen Yingda Xia Jiawen Yao Ke Yan Jianpeng Zhang | 2023 | |
Deep learning for fully automated prediction of overall survival in patients undergoing resection for pancreatic cancer: a retrospective multicenter study | Clinical Cancer Research | Nai-Ming Cheng Jiawen Yao Jinzheng Cai Xianghua Ye Shilin Zhao | 2021/7/15 |
Improved Prognostic Prediction of Pancreatic Cancer Using Multi-phase CT by Integrating Neural Distance and Texture-Aware Transformer | Hexin Dong Jiawen Yao Yuxing Tang Mingze Yuan Yingda Xia | 2023/10/1 | |
Devil is in the queries: advancing mask transformers for real-world medical image segmentation and out-of-distribution localization | Mingze Yuan Yingda Xia Hexin Dong Zifan Chen Jiawen Yao | 2023 | |
Liver tumor screening and diagnosis in CT with pixel-lesion-patient network | Ke Yan Xiaoli Yin Yingda Xia Fakai Wang Shu Wang | 2023/10/1 | |
Meta-information-Aware Dual-path Transformer for Differential Diagnosis of Multi-type Pancreatic Lesions in Multi-phase CT | Bo Zhou Yingda Xia Jiawen Yao Le Lu Jingren Zhou | 2023/6/8 | |
Large-scale pancreatic cancer detection via non-contrast CT and deep learning | Nature medicine | Kai Cao Yingda Xia Jiawen Yao Xu Han Lukas Lambert | 2023/12 |
Hybrid Feature Engineering for False Positive Reduction in Pancreatic Lesion Detection | Fengze Liu Yongyi Lu Yingda Xia Wei Shen Elliot Fishman | 2022 | |
Effective opportunistic esophageal cancer screening using noncontrast CT imaging | Jiawen Yao Xianghua Ye Yingda Xia Jian Zhou Yu Shi | 2022/9/16 | |
The felix project: Deep networks to detect pancreatic neoplasms | medRxiv | Yingda Xia Qihang Yu Linda Chu Satomi Kawamoto Seyoun Park | 2022/9/25 |
Rethinking architecture design for tackling data heterogeneity in federated learning | Liangqiong Qu Yuyin Zhou Paul Pu Liang Yingda Xia Feifei Wang | 2022 |
Co-Authors
