Xi Ouyang

About Xi Ouyang

Xi Ouyang, With an exceptional h-index of 15 and a recent h-index of 15 (since 2020), a distinguished researcher at Shanghai Jiao Tong University, specializes in the field of Medical Image Analysis, Computer Vision.

His recent articles reflect a diverse array of research interests and contributions to the field:

Generative Medical Segmentation

ARHNet: Adaptive Region Harmonization for Lesion-Aware Augmentation to Improve Segmentation Performance

HENet: Hierarchical Enhancement Network for Pulmonary Vessel Segmentation in Non-contrast CT Images

Learning Better Contrastive View from Radiologist's Gaze

Domain Generalization for Mammographic Image Analysis via Contrastive Learning

MT-NeT: Multi-Modality Transfer Learning Network for Automated Carotid Vessel Wall Segmentation using Sparse Annotation in MRI

Semi-Supervised Domain-Adaptive Pulmonary Artery Segmentation via Uncertainty Guidance and Shape Strengthening

Chatcad: Interactive computer-aided diagnosis on medical image using large language models

Xi Ouyang Information

University

Position

___

Citations(all)

1441

Citations(since 2020)

1386

Cited By

446

hIndex(all)

15

hIndex(since 2020)

15

i10Index(all)

17

i10Index(since 2020)

17

Email

University Profile Page

Google Scholar

Xi Ouyang Skills & Research Interests

Medical Image Analysis

Computer Vision

Top articles of Xi Ouyang

Generative Medical Segmentation

arXiv preprint arXiv:2403.18198

2024/3/8

ARHNet: Adaptive Region Harmonization for Lesion-Aware Augmentation to Improve Segmentation Performance

2023/10/8

Learning Better Contrastive View from Radiologist's Gaze

arXiv preprint arXiv:2305.08826

2023/5/15

Domain Generalization for Mammographic Image Analysis via Contrastive Learning

arXiv preprint arXiv:2304.10226

2023/4/20

MT-NeT: Multi-Modality Transfer Learning Network for Automated Carotid Vessel Wall Segmentation using Sparse Annotation in MRI

2023/4/18

Semi-Supervised Domain-Adaptive Pulmonary Artery Segmentation via Uncertainty Guidance and Shape Strengthening

2023/4/18

Chatcad: Interactive computer-aided diagnosis on medical image using large language models

arXiv preprint arXiv:2302.07257

2023/2/14

Image synthesis with disentangled attributes for chest X-ray nodule augmentation and detection

Medical Image Analysis

2023/2/1

Knee cartilage defect assessment by graph representation and surface convolution

arXiv preprint arXiv:2201.04318

2022/1/12

Automatic grading assessments for knee MRI cartilage defects via self-ensembling semi-supervised learning with dual-consistency

Medical Image Analysis

2022/8/1

GAN-guided deformable attention network for identifying thyroid nodules in ultrasound images

IEEE Journal of Biomedical and Health Informatics

2022/2/23

Follow my eye: Using gaze to supervise computer-aided diagnosis

IEEE Transactions on Medical Imaging

2022/1/27

Hierarchical pathology screening for cervical abnormality

Computerized Medical Imaging and Graphics

2021/4/1

Nodule synthesis and selection for augmenting chest x-ray nodule detection

2021

Self-adversarial learning for detection of clustered microcalcifications in mammograms

2021

Domain generalization for mammography detection via multi-style and multi-view contrastive learning

2021

Cascaded networks for thyroid nodule diagnosis from ultrasound images

2021

Xi Ouyang
Xi Ouyang

H-Index: 10

Dinggang Shen
Dinggang Shen

H-Index: 85

Identifying thyroid nodules in ultrasound images through segmentation-guided discriminative localization

2021

Xi Ouyang
Xi Ouyang

H-Index: 10

Dinggang Shen
Dinggang Shen

H-Index: 85

Learning hierarchical attention for weakly-supervised chest X-ray abnormality localization and diagnosis

IEEE transactions on medical imaging

2020/12/7

See List of Professors in Xi Ouyang University(Shanghai Jiao Tong University)

Co-Authors

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