Yingda Xia(夏英达)

Ph.D

Department of Computer Science, Johns Hopkins University

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My research interests are computer vision and medical imaging, especially in exploring computer vision algorithms for real world clinical problems.

Papers12 papers

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Synthesize then Compare: Detecting Failures and Anomalies for Semantic Segmentation

Xia Yingda,Zhang Yi,Liu Fengze,Shen Wei,Yuille Alan

european conference on computer vision, pp.145-161, (2020)

Cited by8Bibtex

Detecting Pancreatic Adenocarcinoma in Multi-phase CT Scans via Alignment Ensemble

Xia Yingda,Yu Qihang,Shen Wei,Zhou Yuyin,Yuille Alan L.

Bibtex

Uncertainty-aware multi-view co-training for semi-supervised medical image segmentation and domain adaptation

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

Medical Image Analysis, (2020): 101766

Cited by14WOSEIBibtex

Detecting Pancreatic Ductal Adenocarcinoma in Multi-phase CT Scans via Alignment Ensemble

Yingda Xia,Qihang Yu,Wei Shen,Yuyin Zhou,Elliot K. Fishman,Alan L. Yuille

medical image computing and computer-assisted intervention, pp.285-295, (2020)

Bibtex

End-to-End Adversarial Shape Learning for Abdomen Organ Deep Segmentation

Jinzheng Cai,Yingda Xia,Dong Yang,Daguang Xu,Lin Yang,Holger Roth

Lecture Notes in Computer Science, (2019): 124-132

EIBibtex

Joint Shape Representation and Classification for Detecting PDAC

Fengze Liu,Lingxi Xie,Yingda Xia,Elliot K. Fishman,Alan L. Yuille

Lecture Notes in Computer Science, (2019): 212-220

Cited by8EIBibtex

Multi-scale Coarse-to-Fine Segmentation for Screening Pancreatic Ductal Adenocarcinoma

Zhuotun Zhu,Yingda Xia,Lingxi Xie,Elliot K. Fishman,Alan L. Yuille

Lecture Notes in Computer Science, (2019): 3-12

Cited by7EIBibtex

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

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

CVPR, (2019): 1910-1919

Cited by18EIBibtex

An Alarm System For Segmentation Algorithm Based On Shape Model

Fengze Liu,Yingda Xia,Dong Yang,Alan L. Yuille,Daguang Xu

arXiv: Computer Vision and Pattern Recognition, (2019): 10652-10661

Cited by2EIBibtex

Bridging the Gap Between 2D and 3D Organ Segmentation with Volumetric Fusion Net

Yingda Xia,Lingxi Xie,Fengze Liu,Zhuotun Zhu,Elliot K. Fishman,Alan L. Yuille

Lecture Notes in Computer Science, (2018): 445-453

Cited by42EIBibtex

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

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

arXiv: Computer Vision and Pattern Recognition, (2018)

Cited by14EIBibtex

A 3D Coarse-to-Fine Framework for Automatic Pancreas Segmentation

Zhuotun Zhu,Yingda Xia, Wei Shen,Elliot K. Fishman,Alan L. Yuille

CoRR, (2017)

Cited by3EIBibtex

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Yingda Xia(夏英达)Binding

Papers12 papers

Yingda Xia(夏英达)