Section Classification

task ID: sectionclassification

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Statistical Section Segmentation in Free-Text Clinical Records

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AbstractAutomatically segmenting and classifying clinical free text into sections is an important first step to automatic information retrieval, information extraction and data mining tasks, as it helps to ground the …...

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Leveraging Task Transferability to Meta-learning for Clinical Section Classification with Limited Data

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AbstractIdentifying sections is one of the critical components of understanding medical information from unstructured clinical notes and developing assistive technologies for clinical note-writing tasks. Most state-of-the-art text classification systems require …...

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