Haijun Zhang

ORCID: 0009-0004-2250-6747
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About
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Research Areas
  • Topic Modeling
  • Advanced Graph Neural Networks
  • Machine Learning in Healthcare

Shanxi University
2023

Electronic health records (EHRs) contain vast medical information like diagnosis, medication, and procedures, enabling personalized drug recommendations treatment adjustments. However, current recommendation methods only model patients' conditions from EHR data, neglecting the rich relationships within data. This paper seeks to utilize a heterogeneous network (HIN) represent develop graph representation learning method for medication recommendation. three critical issues need be...

10.1109/tkde.2023.3329025 article EN IEEE Transactions on Knowledge and Data Engineering 2023-10-31
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