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Author

Shaojun Xia

Observed names: Shao-Jun Xia, Shao‐Jun Xia, Xia, Shao-Jun, Xia, Shaojun
ORCID: 0000-0002-2225-7590
Observed ORCID: 0000-0002-2225-7590
OpenAlex ID: A5042690855
Fully semantic segmentation for rectal cancer based on post-nCRT MRl modality and deep learning framework
2024 · Shaojun Xia, Qingyang Li, et al. · BMC Cancer · 14
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Optimized tools and timing of response reassessment after neoadjuvant chemoradiation in rectal cancer
2022 · Junbing Chen, Zhouqiao Wu, et al. · International Journal of Colorectal Disease · 9
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Rectal-RadioSAM: Large model-assisted multi-parametric magnetic resonance imaging pipeline for predicting response to neoadjuvant chemoradiotherapy in rectal cancer without human intervention
2025 · Shao-Jun Xia, Zhi-Nan Wang, et al. · Physics and Imaging in Radiation Oncology · 7
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nnDetection for Intracranial Aneurysms Detection and Localization
2023 · Orouskhani, Maysam, Firoozeh, Negar, et al. · arXiv (Cornell University) · 2
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Multi-Modal Detection and Localization of Intracranial Aneurysms using 3D nnDetection Deep Learning Model
2024 · Maysam Orouskhani, Shaojun Xia, et al. · Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition · 1
Automated Multi-Agent Organization Design: From Architecture Search to Organizational Learning
2026 · Xia, Shao-Jun, Zhang, Yuner, et al. · arXiv (Cornell University)
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Geometric Similarity in VLM Low-Level Vision Representations
2026 · Xia, Shao-Jun, Zhang, Huixin, et al. · arXiv (Cornell University)
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Agentic Representation Learning: How Should AI Agents Be Represented and Learned from Black-Box Agents?
2026 · Shao-Jun Xia, Zihua Meng, et al. · Preprints.org
Memory in Vision-Language Models: Taxonomy, Mechanisms, and Applications
2026 · Shao-Jun Xia, Yizhuo He, et al. · Preprints.org
Collaborative Memory for Multi-Agent VLM Systems
2026 · Zhang, Huixin, Xia, Shao-Jun, et al. · arXiv (Cornell University)
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SpindleSwin-Net: End-to-end and flexible sleep spindle detection for EEG signals based on wavelet and advanced vision transformer
2026 · Shao-Jun Xia, Anlan Sun, et al. · Biomedical Signal Processing and Control
Memory in Vision-Language Models: Taxonomy, Mechanisms, and Applications
2026 · Shao-Jun Xia, Yizhuo He, et al. · Preprints.org
Hidden-Shot: Towards One-Shot Task Generalization for Low-Level Vision Generalist Models
2026 · Xia, Shao-Jun, Ma, Xianzheng, et al. · arXiv (Cornell University)
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Evaluation of unified harmonization of CT images across multiple tasks: A step towards AI generalizability
2025 · Shao‐Jun Xia, Liesbeth Vancoillie, et al. · Medical Physics
3D nnU-Net with Multi Loss Ensembles for Automated Segmentation of Intracranial Aneurysm
2024 · Maysam Orouskhani, Shaojun Xia, et al. · Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
EP093/#664 Automatic multimodal classification using transformer for cervical cancer
2022 · Shaojun Xia, Hai-Tao Zhu, et al. · International Journal of Gynecological Cancer
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2022-RA-452-ESGO Automatic semantic segmentation of cervical cancer based on dynamic contrast-enhanced MRI and fully convolutional networks
2022 · Shaojun Xia, Hai-Tao ZHU, et al. · International Journal of Gynecological Cancer
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Works count: 17
Citation count: 33
H-index: 3
I10-index: 1
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