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个人简介
I am interested in exploring how we can use machine learning and natural language processing to find and present information that can help us make more informed and efficient decisions. On the technical side, I enjoy working in settings rich with unstructured data but where structured data and labels are scarce. My current research focuses on surfacing relevant evidence from the (sometimes incredibly long and convoluted) Electronic Health Records (EHRs) that can help clinicians reach a more accurate diagnosis without increasing their workload. In particular, I look at applying Large Language Models and multimodal pretrained models to form a helpful interface to the EHRs of patients.
研究兴趣
论文共 11 篇作者统计合作学者相似作者
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Denis Jered McInerney, William Dickinson, Lucy C. Flynn, Andrea C. Young,Geoffrey S. Young,Jan-Willem van de Meent,Byron C. Wallace
arxiv(2024)
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Hiba Ahsan,Denis Jered McInerney, Jisoo Kim,Christopher Potter,Geoffrey Young,Silvio Amir,Byron C. Wallace
CoRR (2023)
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Zenodo (CERN European Organization for Nuclear Research) (2022)
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