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medical NLP

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DataFunTalk
DataFunTalk
Jun 20, 2022 · Artificial Intelligence

SMedBERT: Knowledge‑Enhanced Pre‑trained Language Model for Medical Text Mining and Its Business Applications

The article introduces Dingxiangyuan's medical knowledge‑graph ecosystem, describes the construction of a four‑layer taxonomy, presents the ACL‑published SMedBERT model that injects structured medical semantics into a pre‑trained language model, and discusses its deployment in search, query expansion, and semantic matching while outlining future challenges.

Healthcare AISMedBERTSemantic Search
0 likes · 13 min read
SMedBERT: Knowledge‑Enhanced Pre‑trained Language Model for Medical Text Mining and Its Business Applications
DataFunTalk
DataFunTalk
Sep 6, 2021 · Artificial Intelligence

Medical NLP at Alibaba: Data, Algorithms, and Knowledge for Smart Healthcare

This article reviews Alibaba Cloud senior algorithm expert Chen Mosha's presentation on medical NLP, covering Alibaba's healthcare business, data types, electronic medical record quality inspection, span‑based and nested NER models, term normalization, clinical trial outcome prediction, knowledge‑enhanced language models, and the CBLUE benchmark dataset.

Alibaba CloudClinical Trial PredictionHealthcare AI
0 likes · 22 min read
Medical NLP at Alibaba: Data, Algorithms, and Knowledge for Smart Healthcare