MIMIC III Text classification with the generalization of BERT transformer model synergized with XGBoost classifier

Author:

V Viswanathan1,S Sridevi2,R Prasanna Kumar3,S Balachandran4

Affiliation:

1. CSE Amrita School of Computing,Chennai

2. Vellore Institute of Technology,School of Computer Science and Engineering,Chennai

3. Amrita School of Computing,Chennai

4. Amrita School of Computing,Central Library,Chennai

Publisher

IEEE

Reference15 articles.

1. Well-read students learn better: On the importance of pre-training compact models;turc,2019

2. MIMIC-III, a freely accessible critical care database

3. Explainable ICD multi-label classification of EHRs in Spanish with convolutional attention

4. Identifying stroke-related quantified evidence from electronic health records in real-world studies

5. CNN and XGBoost Based Hybrid Model in Classification of Fetal Ultrasound Scan Planes Images in Detection of Congenital Heart Defects;satish;IoT Based Control Networks and Intelligent Systems Proceedings of 3rd ICICNIS 2022,2022

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