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- Segmentation
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# Model Card for SentenceSegmenter-MIMIC
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This model is used for sentence segmentation of MIMIC-III notes. It takes the clinical text as input and predict BIO tagging, where B indicates the Beginning of a sentence, I represents Inside of a sentence, and O denotes Outside of a sentence. More details of this model is in the paper "Automatic sentence segmentation of clinical record narratives in real-world data". The smaple code of using this model is at "https://github.com/dongfang91/sentence_segmenter/tree/main/baseline"
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Out segmentation model is based on "microsoft/BiomedNLP-BiomedBERT-base-uncased-abstract-fulltext", and we trained on MIMIC-III notes for a sequence labeling (token classification) task.
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# Model Details
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## Model Description
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- Segmentation
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# Model Details
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## Model Description
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