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  - Segmentation
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- # Model Card for SentenceSegmenter-MIMIC
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- <!-- Provide a quick summary of what the model is/does. [Optional] -->
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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 &#34;Automatic sentence segmentation of clinical record narratives in real-world data&#34;. The smaple code of using this model is at &#34;https://github.com/dongfang91/sentence_segmenter/tree/main/baseline&#34;
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- Out segmentation model is based on &#34;microsoft/BiomedNLP-BiomedBERT-base-uncased-abstract-fulltext&#34;, 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