基本信息
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职业迁徙
个人简介
I work on Natural Language Processing and Machine Learning methods to analyze personal and user generated text, such as social media and clinical notes from Electronic Health Records. I am primarily interested in tasks involving subjective, personalized or user-level inferences (e.g. opinion mining and digital phenotyping). In particular, my work aims to improve the reliability, interpretability and fairness of predictive models and analytics derived from these data.
More broadly, my research is part of ongoing efforts to develop Human-centered AI (i.e. to empower rather than replace humans) and AI for Social Good (i.e. to tackle meaningful social, societal and humanitarian challenges). To achieve these goals, I often collaborate with domain experts in multidisciplinary projects to address real-world problems in the social sciences, medicine and epidemiology.
More broadly, my research is part of ongoing efforts to develop Human-centered AI (i.e. to empower rather than replace humans) and AI for Social Good (i.e. to tackle meaningful social, societal and humanitarian challenges). To achieve these goals, I often collaborate with domain experts in multidisciplinary projects to address real-world problems in the social sciences, medicine and epidemiology.
研究兴趣
论文共 24 篇作者统计合作学者相似作者
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arxiv(2024)
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Machine Learning in Health Care (2023): 754-771
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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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