Search Results for author: Yukang Jiang

Found 4 papers, 0 papers with code

Interpreting and predicting the economy flows: A time-varying parameter global vector autoregressive integrated the machine learning model

no code implementations31 Jul 2022 Yukang Jiang, Xueqin Wang, Zhixi Xiong, Haisheng Yang, Ting Tian

The paper proposes a time-varying parameter global vector autoregressive (TVP-GVAR) framework for predicting and analysing developed region economic variables.

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The impact of spatio-temporal travel distance on epidemics using an interpretable attention-based sequence-to-sequence model

no code implementations26 May 2022 Yukang Jiang, Ting Tian, Huajun Xie, Hailiang Guo, Xueqin Wang

We unveil the geographical variations in the influence of population movement at different travel distances on the dynamics of epidemic spread.

Computational analysis of pathological image enables interpretable prediction for microsatellite instability

no code implementations7 Oct 2020 Jin Zhu, Wangwei Wu, Yuting Zhang, Shiyun Lin, Yukang Jiang, Ruixian Liu, Xueqin Wang

Microsatellite instability (MSI) is associated with several tumor types and its status has become increasingly vital in guiding patient treatment decisions.

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