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Posts by Collection
portfolio
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publications
Deep Learning Model Based Breast Cancer Histopathological Image Classification
Published in 2017 IEEE 2nd International Conference on Cloud Computing and Big Data Analysis (ICCCBDA), 2017
Recommended citation: Benzheng Wei, Zhongyi Han, Xueying He, Yilong Yin, "Deep Learning Model Based Breast Cancer Histopathological Image Classification". 2017 IEEE 2nd International Conference on Cloud Computing and Big Data Analysis (ICCCBDA), 2017, pp. 348-353, doi: 10.1109/ICCCBDA.2017.7951937.
Breast Cancer Multi-classification from Histopathological Images with Structured Deep Learning Model
Published in Scientific Reports, 2017
Recommended citation: Zhongyi Han, Benzheng Wei, Yuanjie Zheng, Yilong Yin, Kejian Li, Shuo Li, " Breast Cancer Multi-classification from Histopathological Images with Structured Deep Learning Model". Scientific Reports, 2017, 7, 4172.
Automated Pancreas Segmentation Using Recurrent Adversarial Learning
Published in 2018 International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2018
Recommended citation: Zhongyi Han, Benzheng Wei, Stephanie Leung, Jonathan Chung, Shuo Li, "Towards Automatic Report Generation in Spine Radiology Using Weakly Supervised Framework". 2018 International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2018, pp.185-193.
Automated Pathogenesis-Based Diagnosis of Lumbar Neural Foraminal Stenosis via Deep Multiscale Multitask Learning
Published in Neuroinformatics, 2018
Recommended citation: Zhongyi Han, Benzheng Wei, Stephanie Leung, Ilanit Ben Nachum, David Laidley, Shuo Li, " Automated Pathogenesis-Based Diagnosis of Lumbar Neural Foraminal Stenosis via Deep Multiscale Multitask Learning". Neuroinformatics, 2018, 16, pp.325–337.
Spine-GAN: Semantic Segmentation of Multiple Spinal Structures
Published in Medical Image Analysis, 2018
Recommended citation: Zhongyi Han, Benzheng Wei, Ashley Mercado, Stephanie Leung, Shuo Li, " Spine-GAN: Semantic Segmentation of Multiple Spinal Structures". Medical Image Analysis, 2018, 50, pp.23-35.
Automated Pancreas Segmentation Using Recurrent Adversarial Learning
Published in 2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2018
Recommended citation: Yang Ning, Zhongyi Han, Li Zhong, Caiming Zhang, "Automated Pancreas Segmentation Using Recurrent Adversarial Learning". 2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2018, pp.927-934.
Recursive Narrative Alignment for Movie Narrating
Published in Science China Information Sciences, 2019
Recommended citation: Zhongyi Han, Hongbo Wu, Benzheng Wei, Yilong Yin, Shuo Li, "Recursive Narrative Alignment for Movie Narrating". Science China Information Sciences, 2020, 63(7), 174101.
DRAN: Deep Recurrent Adversarial Network for Automated Pancreas Segmentation
Published in IET Image Processing, 2019
Recommended citation: Yang Ning, Zhongyi Han, Li Zhong, Caiming Zhang, " DRAN: Deep Recurrent Adversarial Network for Automated Pancreas Segmentation". IET Image Processing, 2019, 14(6), pp.1091-1100
MMCL-Net: Spinal Disease Diagnosis in Global Mode using Progressive Multi-task Joint Learning
Published in Neurocomputing, 2020
Recommended citation: Yanfei Hong, Benzheng Wei, Zhongyi Han, Xiang Li, Yuanjie Zheng, Shuo Li, "MMCL-Net: Spinal Disease Diagnosis in Global Mode using Progressive Multi-task Joint Learning". Neurocomputing, pp.307-316, 2020, doi: 10.1016/j.neucom.2020.01.112.
Towards Accurate and Robust Domain Adaptation under Noisy Environments
Published in the 29th International Joint Conference on Artificial Intelligence, 2020
Recommended citation: Zhongyi Han, Xian-Jin Gui, Chaoran Cui, Yilong Yin, " Towards Accurate and Robust Domain Adaptation under Noisy Environments". the 29th International Joint Conference on Artificial Intelligence, 2020.
Accurate Screening of COVID-19 using Attention Based Deep 3D Multiple Instance Learning
Published in IEEE Transactions on Medical Imaging, 2020
Recommended citation: Zhongyi Han, Benzheng Wei, Yanfei Hong, Tianyang Li, Jinyu Cong, Xue Zhu, Haifeng Wei, Wei Zhang, " Accurate Screening of COVID-19 using Attention Based Deep 3D Multiple Instance Learning". IEEE Transactions on Medical Imaging, 2020, doi: 10.1109/TMI.2020.2996256.
Unifying Neural Learning and Symbolic Reasoning for Spinal Medical Report Generation
Published in Medical Image Analysis, 2020
Recommended citation: Zhongyi Han, Benzheng Wei, Xiaoming Xi, Bo Chen, Yilong Yin, Shuo Li, " Unifying Neural Learning and Symbolic Reasoning for Spinal Medical Report Generation". Medical Image Analysis, 2020, doi: 10.1016/j.media.2020.101872.
talks
Artificial Intelligence on Breast Cancer Diagnosis
Published:
This talk presents the deep learning-based classification of breast cancer.
Automated Pathogenesis-Based Diagnosis of Lumbar Neural Foraminal Stenosis via Deep Multiscale Multitask Learning
Published:
This talk presents our proposed Deep Multi-scale Multi-task Learning Network (DMML-Net) for the automated pathogenesis-based diagnosis of lumbar neural foraminal stenosis.
Spinal Medical Image Analysis
Published:
This talk presents the cutting-edge algorithms in the automated analysis of spinal diseases.
Spine-GAN: Semantic Segmentation of Multiple Spinal Structures
Published:
This is a poster to introduce the newly-proposed Spine-GAN for the semantic segmentation of multiple spinal structures.
Recursive Narrative Alignment for Movie Narrating
Published:
This talk introduces the novel task: movie narrating, and then presents the newly-proposed recursive narrative alignment framework.
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
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Teaching experience 2
Workshop, University 1, Department, 2015
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