CV

Education

B.S. in GitHub, GitHub University, 2012
M.S. in Jekyll, GitHub University, 2014
Ph.D in Version Control Theory, GitHub University, 2018 (expected)

Work experience

Summer 2015: Research Assistant
- Github University
- Duties included: Tagging issues
- Supervisor: Professor Git
Fall 2015: Research Assistant
- Github University
- Duties included: Merging pull requests
- Supervisor: Professor Hub

Skills

Skill 1
Skill 2
- Sub-skill 2.1
- Sub-skill 2.2
- Sub-skill 2.3
Skill 3

Publications

Deep Learning Model Based Breast Cancer Histopathological Image Classification

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

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

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

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

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

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

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

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

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

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

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

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.

Zhongyi Han

CV

Education

Work experience

Skills

Publications

Deep Learning Model Based Breast Cancer Histopathological Image Classification

Breast Cancer Multi-classification from Histopathological Images with Structured Deep Learning Model

Automated Pancreas Segmentation Using Recurrent Adversarial Learning

Automated Pathogenesis-Based Diagnosis of Lumbar Neural Foraminal Stenosis via Deep Multiscale Multitask Learning

Spine-GAN: Semantic Segmentation of Multiple Spinal Structures

Automated Pancreas Segmentation Using Recurrent Adversarial Learning

Recursive Narrative Alignment for Movie Narrating

DRAN: Deep Recurrent Adversarial Network for Automated Pancreas Segmentation

MMCL-Net: Spinal Disease Diagnosis in Global Mode using Progressive Multi-task Joint Learning

Towards Accurate and Robust Domain Adaptation under Noisy Environments

Accurate Screening of COVID-19 using Attention Based Deep 3D Multiple Instance Learning

Unifying Neural Learning and Symbolic Reasoning for Spinal Medical Report Generation

Talks

Artificial Intelligence on Breast Cancer Diagnosis

Automated Pathogenesis-Based Diagnosis of Lumbar Neural Foraminal Stenosis via Deep Multiscale Multitask Learning

Spinal Medical Image Analysis

Spine-GAN: Semantic Segmentation of Multiple Spinal Structures

Recursive Narrative Alignment for Movie Narrating

Teaching

Teaching experience 1

Teaching experience 2

Service and leadership