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Clinical Utility of the Automatic Phenotype Annotation in Unstructured Clinical Notes: ICU Use Cases
Clinical notes contain information not present elsewhere, including drug...
07/24/2021 ∙ by Jingqing Zhang, et al. ∙
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PEGASUS: Pre-training with Extracted Gap-sentences for Abstractive Summarization
Recent work pre-training Transformers with self-supervised objectives on...
12/18/2019 ∙ by Jingqing Zhang, et al. ∙
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Unsupervised Annotation of Phenotypic Abnormalities via Semantic Latent Representations on Electronic Health Records
The extraction of phenotype information which is naturally contained in ...
11/10/2019 ∙ by Jingqing Zhang, et al. ∙
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Integrated Multi-omics Analysis Using Variational Autoencoders: Application to Pan-cancer Classification
Different aspects of a clinical sample can be revealed by multiple types...
08/17/2019 ∙ by Xiaoyu Zhang, et al. ∙
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Integrating Semantic Knowledge to Tackle Zero-shot Text Classification
Insufficient or even unavailable training data of emerging classes is a ...
03/29/2019 ∙ by Jingqing Zhang, et al. ∙
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Deep Sequence Learning with Auxiliary Information for Traffic Prediction
Predicting traffic conditions from online route queries is a challenging...
06/13/2018 ∙ by Binbing Liao, et al. ∙
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Deep Poincare Map For Robust Medical Image Segmentation
Precise segmentation is a prerequisite for an accurate quantification of...
03/27/2017 ∙ by Yuanhan Mo, et al. ∙
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I2T2I: Learning Text to Image Synthesis with Textual Data Augmentation
Translating information between text and image is a fundamental problem ...
03/20/2017 ∙ by Hao Dong, et al. ∙
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