Search Results for author: Christopher C. Yang

Found 5 papers, 1 papers with code

An ExplainableFair Framework for Prediction of Substance Use Disorder Treatment Completion

no code implementations4 Apr 2024 Mary M. Lucas, Xiaoyang Wang, Chia-Hsuan Chang, Christopher C. Yang, Jacqueline E. Braughton, Quyen M. Ngo

Fairness of machine learning models in healthcare has drawn increasing attention from clinicians, researchers, and even at the highest level of government.

Decision Making Explainable Models +1

Classifying Cancer Stage with Open-Source Clinical Large Language Models

no code implementations2 Apr 2024 Chia-Hsuan Chang, Mary M. Lucas, Grace Lu-Yao, Christopher C. Yang

Cancer stage classification is important for making treatment and care management plans for oncology patients.

Classification Management

Constructing Cross-lingual Consumer Health Vocabulary with Word-Embedding from Comparable User Generated Content

no code implementations23 Jun 2022 Chia-Hsuan Chang, Lei Wang, Christopher C. Yang

The experimental results demonstrate that our framework outperforms the other two large language models in identifying CHV across languages.

Frequent Pattern Mining in Continuous-time Temporal Networks

1 code implementation12 May 2021 Ali Jazayeri, Christopher C. Yang

In nearly all the algorithms proposed for frequent pattern mining in temporal networks, the networks are represented as sequences of static networks.

Clustering Link Prediction

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