Bootstrapping Chest CT Image Understanding by Distilling Knowledge from X-Ray Expert Models

Authors: Cao, Weiwei, Zhang, Jianpeng, Xia, Yingda, Mok, Tony C. W., Li, Zi, Ye, Xianghua, Lu, Le, Zheng, Jian, Tang, Yuxing, Zhang, Ling

Source: 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) CVPR Computer Vision and Pattern Recognition (CVPR), 2024 IEEE/CVF Conference on. :11238-11247 Jun, 2024

Relation: 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Low-Rank Continual Pyramid Vision Transformer: Incrementally Segment Whole-Body Organs in CT with Light-Weighted Adaptation

Authors: Zhu, Vince, Ji, Zhanghexuan, Guo, Dazhou, Wang, Puyang, Xia, Yingda, Lu, Le, Ye, Xianghua, Zhu, Wei, Jin, Dakai

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2410.04689

RevSAM2: Prompt SAM2 for Medical Image Segmentation via Reverse-Propagation without Fine-tuning

Authors: Bai, Yunhao, Yun, Boxiang, Chen, Zeli, Yu, Qinji, Xia, Yingda, Wang, Yan

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2409.04298

Boosting Medical Image-based Cancer Detection via Text-guided Supervision from Reports

Authors: Guo, Guangyu, Yao, Jiawen, Xia, Yingda, Mok, Tony C. W., Zheng, Zhilin, Han, Junwei, Lu, Le, Zhang, Dingwen, Zhou, Jian, Zhang, Ling

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Artificial Intelligence, Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2405.14230

CT-GLIP: 3D Grounded Language-Image Pretraining with CT Scans and Radiology Reports for Full-Body Scenarios

Authors: Lin, Jingyang, Xia, Yingda, Zhang, Jianpeng, Yan, Ke, Lu, Le, Luo, Jiebo, Zhang, Ling

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Artificial Intelligence, Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2404.15272

Devil is in the Queries: Advancing Mask Transformers for Real-world Medical Image Segmentation and Out-of-Distribution Localization

Authors: Yuan, Mingze, Xia, Yingda, Dong, Hexin, Chen, Zifan, Yao, Jiawen, Qiu, Mingyan, Yan, Ke, Yin, Xiaoli, Shi, Yu, Chen, Xin, Liu, Zaiyi, Dong, Bin, Zhou, Jingren, Lu, Le, Zhang, Ling, Zhang, Li

Source: 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) CVPR Computer Vision and Pattern Recognition (CVPR), 2023 IEEE/CVF Conference on. :23879-23889 Jun, 2023

Relation: 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Improved Prognostic Prediction of Pancreatic Cancer Using Multi-Phase CT by Integrating Neural Distance and Texture-Aware Transformer

Authors: Dong, Hexin, Yao, Jiawen, Tang, Yuxing, Yuan, Mingze, Xia, Yingda, Zhou, Jian, Lu, Hong, Zhou, Jingren, Dong, Bin, Lu, Le, Zhang, Li, Liu, Zaiyi, Shi, Yu, Zhang, Ling

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2308.00507

Liver Tumor Screening and Diagnosis in CT with Pixel-Lesion-Patient Network

Authors: Yan, Ke, Yin, Xiaoli, Xia, Yingda, Wang, Fakai, Wang, Shu, Gao, Yuan, Yao, Jiawen, Li, Chunli, Bai, Xiaoyu, Zhou, Jingren, Zhang, Ling, Lu, Le, Shi, Yu

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2307.08268

Cluster-Induced Mask Transformers for Effective Opportunistic Gastric Cancer Screening on Non-contrast CT Scans

Authors: Yuan, Mingze, Xia, Yingda, Chen, Xin, Yao, Jiawen, Wang, Junli, Qiu, Mingyan, Dong, Hexin, Zhou, Jingren, Dong, Bin, Lu, Le, Zhang, Li, Liu, Zaiyi, Zhang, Ling

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2307.04525

Rethinking Architecture Design for Tackling Data Heterogeneity in Federated Learning

Authors: Qu, Liangqiong, Zhou, Yuyin, Liang, Paul Pu, Xia, Yingda, Wang, Feifei, Adeli, Ehsan, Fei-Fei, Li, Rubin, Daniel

Source: 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) CVPR Computer Vision and Pattern Recognition (CVPR), 2022 IEEE/CVF Conference on. :10051-10061 Jun, 2022

Relation: 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Meta-information-aware Dual-path Transformer for Differential Diagnosis of Multi-type Pancreatic Lesions in Multi-phase CT

Authors: Zhou, Bo, Xia, Yingda, Yao, Jiawen, Lu, Le, Zhou, Jingren, Liu, Chi, Duncan, James S., Zhang, Ling

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2303.00942

CancerUniT: Towards a Single Unified Model for Effective Detection, Segmentation, and Diagnosis of Eight Major Cancers Using a Large Collection of CT Scans

Authors: Chen, Jieneng, Xia, Yingda, Yao, Jiawen, Yan, Ke, Zhang, Jianpeng, Lu, Le, Wang, Fakai, Zhou, Bo, Qiu, Mingyan, Yu, Qihang, Yuan, Mingze, Fang, Wei, Tang, Yuxing, Xu, Minfeng, Zhou, Jian, Zhao, Yuqian, Wang, Qifeng, Ye, Xianghua, Yin, Xiaoli, Shi, Yu, Chen, Xin, Zhou, Jingren, Yuille, Alan, Liu, Zaiyi, Zhang, Ling

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2301.12291

3D Semi-Supervised Learning with Uncertainty-Aware Multi-View Co-Training

Authors: Xia, Yingda, Liu, Fengze, Yang, Dong, Cai, Jinzheng, Yu, Lequan, Zhu, Zhuotun, Xu, Daguang, Yuille, Alan, Roth, Holger

Source: 2020 IEEE Winter Conference on Applications of Computer Vision (WACV) Applications of Computer Vision (WACV), 2020 IEEE Winter Conference on. :3635-3644 Mar, 2020

Relation: 2020 IEEE Winter Conference on Applications of Computer Vision (WACV)

An Alarm System for Segmentation Algorithm Based on Shape Model

Authors: Liu, Fengze, Xia, Yingda, Yang, Dong, Yuille, Alan, Xu, Daguang

Source: 2019 IEEE/CVF International Conference on Computer Vision (ICCV) Computer Vision (ICCV), 2019 IEEE/CVF International Conference on. :10651-10660 Oct, 2019

Relation: 2019 IEEE/CVF International Conference on Computer Vision (ICCV)

Iterative Reorganization With Weak Spatial Constraints: Solving Arbitrary Jigsaw Puzzles for Unsupervised Representation Learning

Authors: Wei, Chen, Xie, Lingxi, Ren, Xutong, Xia, Yingda, Su, Chi, Liu, Jiaying, Tian, Qi, Yuille, Alan L.

Source: 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Computer Vision and Pattern Recognition (CVPR), 2019 IEEE/CVF Conference on. :1910-1919 Jun, 2019

Relation: 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Rethinking Architecture Design for Tackling Data Heterogeneity in Federated Learning

Authors: Qu, Liangqiong, Zhou, Yuyin, Liang, Paul Pu, Xia, Yingda, Wang, Feifei, Adeli, Ehsan, Fei-Fei, Li, Rubin, Daniel

Subject Terms: Computer Science - Machine Learning, Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2106.06047

The Medical Segmentation Decathlon

Authors: Antonelli, Michela, Reinke, Annika, Bakas, Spyridon, Farahani, Keyvan, AnnetteKopp-Schneider, Landman, Bennett A., Litjens, Geert, Menze, Bjoern, Ronneberger, Olaf, Summers, Ronald M., van Ginneken, Bram, Bilello, Michel, Bilic, Patrick, Christ, Patrick F., Do, Richard K. G., Gollub, Marc J., Heckers, Stephan H., Huisman, Henkjan, Jarnagin, William R., McHugo, Maureen K., Napel, Sandy, Pernicka, Jennifer S. Goli, Rhode, Kawal, Tobon-Gomez, Catalina, Vorontsov, Eugene, Meakin, James A., Ourselin, Sebastien, Wiesenfarth, Manuel, Arbelaez, Pablo, Bae, Byeonguk, Chen, Sihong, Daza, Laura, Feng, Jianjiang, He, Baochun, Isensee, Fabian, Ji, Yuanfeng, Jia, Fucang, Kim, Namkug, Kim, Ildoo, Merhof, Dorit, Pai, Akshay, Park, Beomhee, Perslev, Mathias, Rezaiifar, Ramin, Rippel, Oliver, Sarasua, Ignacio, Shen, Wei, Son, Jaemin, Wachinger, Christian, Wang, Liansheng, Wang, Yan, Xia, Yingda, Xu, Daguang, Xu, Zhanwei, Zheng, Yefeng, Simpson, Amber L., Maier-Hein, Lena, Cardoso, M. Jorge

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning, 68T07

Access URL: http://arxiv.org/abs/2106.05735

Glance-and-Gaze Vision Transformer

Authors: Yu, Qihang, Xia, Yingda, Bai, Yutong, Lu, Yongyi, Yuille, Alan, Shen, Wei

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2106.02277

Auto-FedAvg: Learnable Federated Averaging for Multi-Institutional Medical Image Segmentation

Authors: Xia, Yingda, Yang, Dong, Li, Wenqi, Myronenko, Andriy, Xu, Daguang, Obinata, Hirofumi, Mori, Hitoshi, An, Peng, Harmon, Stephanie, Turkbey, Evrim, Turkbey, Baris, Wood, Bradford, Patella, Francesca, Stellato, Elvira, Carrafiello, Gianpaolo, Ierardi, Anna, Yuille, Alan, Roth, Holger

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2104.10195

A 3D Coarse-to-Fine Framework for Volumetric Medical Image Segmentation

Authors: Zhu, Zhuotun, Xia, Yingda, Shen, Wei, Fishman, Elliot, Yuille, Alan

Source: 2018 International Conference on 3D Vision (3DV) 3DV 3D Vision (3DV), 2018 International Conference on. :682-690 Sep, 2018

Relation: 2018 International Conference on 3D Vision (3DV)