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2020 – today
- 2024
[c5]Tejas Vyas
, Mohsena Chowdhury, Xiaojiao Xiao, Mathias Claeys, Géraldine Ong, Guanghui Wang:
Predicting Mitral Valve mTEER Surgery Outcomes Using Machine Learning and Deep Learning Techniques. ICMAI 2024: 24-28- [i2]Tejas Vyas, Mohsena Chowdhury, Xiaojiao Xiao, Mathias Claeys, Géraldine Ong, Guanghui Wang:
Predicting Mitral Valve mTEER Surgery Outcomes Using Machine Learning and Deep Learning Techniques. CoRR abs/2401.13197 (2024) - 2023
- [c4]Xiaojiao Xiao, Qinmin Vivian Hu, Guanghui Wang:
Edge-Aware Multi-task Network for Integrating Quantification Segmentation and Uncertainty Prediction of Liver Tumor on Multi-modality Non-contrast MRI. MICCAI (4) 2023: 652-661 - [i1]Xiaojiao Xiao, Qinmin Hu, Guanghui Wang:
Edge-aware Multi-task Network for Integrating Quantification Segmentation and Uncertainty Prediction of Liver Tumor on Multi-modality Non-contrast MRI. CoRR abs/2307.01798 (2023) - 2022
- [j4]Xiaojiao Xiao, Jianfeng Zhao, Shuo Li:
Task relevance driven adversarial learning for simultaneous detection, size grading, and quantification of hepatocellular carcinoma via integrating multi-modality MRI. Medical Image Anal. 81: 102554 (2022) - 2021
- [j3]Xiaojiao Xiao, Yan Qiang, Juanjuan Zhao, Xingyu Yang, Xiaotang Yang:
Segmentation of Liver Lesions Without Contrast Agents With Radiomics-Guided Densely UNet-Nested GAN. IEEE Access 9: 2864-2878 (2021) - [j2]Jianfeng Zhao, Dengwang Li, Xiaojiao Xiao, Fabio Accorsi, Harry Marshall, Tyler Cossetto, Dongkeun Kim, Daniel McCarthy, Cameron Dawson, Stefan Knezevic, Bo Chen, Shuo Li:
United adversarial learning for liver tumor segmentation and detection of multi-modality non-contrast MRI. Medical Image Anal. 73: 102154 (2021) - [c3]Jianfeng Zhao, Xiaojiao Xiao, Dengwang Li, Jaron Chong, Zahra Kassam, Bo Chen, Shuo Li:
mfTrans-Net: Quantitative Measurement of Hepatocellular Carcinoma via Multi-Function Transformer Regression Network. MICCAI (5) 2021: 75-84
2010 – 2019
- 2019
- [j1]Xiaojiao Xiao, Zilin Qiang, Juanjuan Zhao, Yan Qiang, Pan Wang, Peng Han:
A feature extraction method for lung nodules based on a multichannel principal component analysis network (PCANet). Multim. Tools Appl. 78(13): 17317-17335 (2019) - [c2]Xiaojiao Xiao, Juanjuan Zhao, Yan Qiang, Jaron Chong, Xiaotang Yang, Ntikurako Guy-Fernand Kazihise, Bo Chen, Shuo Li:
Radiomics-guided GAN for Segmentation of Liver Tumor Without Contrast Agents. MICCAI (2) 2019: 237-245 - 2016
- [c1]Xiaojiao Xiao, Yan Qiang, Juanjuan Zhao, Pengfei Zhao:
A Deep Learning Model of Automatic Detection of Pulmonary Nodules Based on Convolution Neural Networks (CNNs). BIC-TA (1) 2016: 349-361
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