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Benchmark Pathology Report Text Corpus with Cancer Type Classification

2023-08-08

Abstract excerpt

In cancer research, pathology report text is a largely un-tapped data source. Pathology reports are routinely generated, more nuanced than structured data, and contain added insight from pathologists. However, there are no publicly-available datasets for benchmarking report-based models. Two recent advances suggest the urgent need for a benchmark dataset. First, improved optical character recognition (OCR) techniq...

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Identifiers and source

Literature Corpus work
d4e7b2bb-df47-58a6-a5c9-1f2711885c73
DOI
10.1101/2023.08.03.23293618
Open publication

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Benchmark Pathology Report Text Corpus with Cancer Type ClassificationDOI 10.1101/2023.08.03.23293618
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