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Neural Natural Language Processing for Unstructured Data in Electronic Health Records: a Review


Jul 07, 2021
Irene Li, Jessica Pan, Jeremy Goldwasser, Neha Verma, Wai Pan Wong, Muhammed Yavuz Nuzumlalı, Benjamin Rosand, Yixin Li, Matthew Zhang, David Chang, R. Andrew Taylor, Harlan M. Krumholz, Dragomir Radev

* 33 pages, 11 figures 

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GasHis-Transformer: A Multi-scale Visual Transformer Approach for Gastric Histopathology Image Classification


May 25, 2021
Haoyuan Chen, Chen Li, Xiaoyan Li, Ge Wang, Weiming Hu, Yixin Li, Wanli Liu, Changhao Sun, Yudong Yao, Yueyang Teng, Marcin Grzegorzek


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Heterogeneous Graph Neural Networks for Multi-label Text Classification


Mar 26, 2021
Irene Li, Tianxiao Li, Yixin Li, Ruihai Dong, Toyotaro Suzumura

* 8 tables, 4 figures 

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A Hierarchical Conditional Random Field-based Attention Mechanism Approach for Gastric Histopathology Image Classification


Feb 21, 2021
Yixin Li, Xinran Wu, Chen Li, Changhao Sun, Md Rahaman, Yudong Yao, Xiaoyan Li, Yong Zhang, Tao Jiang


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A Comprehensive Review for MRF and CRF Approaches in Pathology Image Analysis


Sep 29, 2020
Chen Li, Yixin Li, Changhao Sun, Hao Chen, Hong Zhang


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Global Data Science Project for COVID-19 Summary Report


Jun 10, 2020
Dario Garcia-Gasulla, Sergio Alvarez Napagao, Irene Li, Hiroshi Maruyama, Hiroki Kanezashi, Raquel P'erez-Arnal, Kunihiko Miyoshi, Euma Ishii, Keita Suzuki, Sayaka Shiba, Mariko Kurokawa, Yuta Kanzawa, Naomi Nakagawa, Masatoshi Hanai, Yixin Li, Tianxiao Li

* 42 pages, 49 figures 

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What are We Depressed about When We Talk about COVID19: Mental Health Analysis on Tweets Using Natural Language Processing


Apr 29, 2020
Irene Li, Yixin Li, Tianxiao Li, Sergio Alvarez-Napagao, Dario Garcia

* 7 pages, 7 figures 

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Hard-Aware Fashion Attribute Classification


Jul 25, 2019
Yun Ye, Yixin Li, Bo Wu, Wei Zhang, Lingyu Duan, Tao Mei


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Spatial-Aware Non-Local Attention for Fashion Landmark Detection


Mar 11, 2019
Yixin Li, Shengqin Tang, Yun Ye, Jinwen Ma


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AI Challenger : A Large-scale Dataset for Going Deeper in Image Understanding


Nov 17, 2017
Jiahong Wu, He Zheng, Bo Zhao, Yixin Li, Baoming Yan, Rui Liang, Wenjia Wang, Shipei Zhou, Guosen Lin, Yanwei Fu, Yizhou Wang, Yonggang Wang


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