| Autor: |
Suzuki, Takahiro, Doi, Shunsuke, Hatakeyama, Yutaka, Honda, Masayuki, Matsumura, Yasushi, Shimada, Gen, Takasaki, Mitsuhiro, Tsumoto, Shusaku, Yokoi, Hideto, Takabayashi, Katsuhiko |
| Rok vydání: |
2015 |
| Předmět: |
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| Zdroj: |
Studies in health technology and informatics. 216 |
| ISSN: |
1879-8365 |
| Popis: |
We performed the multi-year project to collect discharge summary from multiple hospitals and made the big text database to build a common document vector space, and developed various applications. We extracted 243,907 discharge summaries from seven hospitals. There was a difference in term structure and number of terms between the hospitals, however the differences by disease were similar. We built the vector space using TF-IDF method. We performed a cross-match analysis of DPC selection among seven hospitals. About 80% cases were correctly matched. The use of model data of other hospitals reduced selection rate to around 10%; however, integrated model data from all hospitals restored the selection rate. |
| Databáze: |
OpenAIRE |
| Externí odkaz: |
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