Search Results for author: Tony Smith

Found 3 papers, 3 papers with code

Improving Predictions of Tail-end Labels using Concatenated BioMed-Transformers for Long Medical Documents

1 code implementation • 3 Dec 2021 • Vithya Yogarajan, Bernhard Pfahringer, Tony Smith, Jacob Montiel

Improving the tail-end label predictions in multi-label classifications of medical text enables the potential to understand patients better and improve care.

Multi-Label Classification Multi-Label Learning

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Predicting COVID-19 Patient Shielding: A Comprehensive Study

1 code implementation • 1 Oct 2021 • Vithya Yogarajan, Jacob Montiel, Tony Smith, Bernhard Pfahringer

This study focuses on techniques used for the multi-label classification of medical text.

Management Multi-Label Classification

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Code

Seeing The Whole Patient: Using Multi-Label Medical Text Classification Techniques to Enhance Predictions of Medical Codes

2 code implementations • 29 Mar 2020 • Vithya Yogarajan, Jacob Montiel, Tony Smith, Bernhard Pfahringer

We also show that high dimensional embeddings pre-trained using health-related data present a significant improvement in a multi-label setting, similarly to the way they improve performance for binary classification.

Binary Classification General Classification +2

Paper
Code

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