Search Results for author: Byeong-Cheol Jo

Found 2 papers, 2 papers with code

DAGAM: Data Augmentation with Generation And Modification

1 code implementation • 6 Apr 2022 • Byeong-Cheol Jo, Tak-Sung Heo, Yeongjoon Park, Yongmin Yoo, Won Ik Cho, Kyungsun Kim

Finally, we propose Data Augmentation with Generation And Modification (DAGAM), which combines DAG and DAM techniques for a boosted performance.

Data Augmentation text-classification +1

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Code

Medical Code Prediction from Discharge Summary: Document to Sequence BERT using Sequence Attention

1 code implementation • 15 Jun 2021 • Tak-Sung Heo, Yongmin Yoo, Yeongjoon Park, Byeong-Cheol Jo, Kyungsun Kim

So we propose a model based on bidirectional encoder representations from transformers (BERT) using the sequence attention method for automatic ICD code assignment.

Ranked #1 on Multi-Label Text Classification on MIMIC-III-50

Medical Code Prediction Medical Diagnosis +1

Paper
Code

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