Evaluation and implementation of large language model-based applications for electronic health records: capabilities, limitations, and failure modes

Shan Chen

doi:10.26481/dis.20260608sc

Evaluation and implementation of large language model-based applications for electronic health records: capabilities, limitations, and failure modes

Shan Chen

Research output: Thesis › Doctoral Thesis › External prepared

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Original language	English
Qualification	Doctor of Philosophy
Awarding Institution	Maastricht University
Supervisors/Advisors	Aerts, Hugo, Supervisor Bitterman, Danielle S., Co-Supervisor, External person
Award date	8 Jun 2026
Place of Publication	Maastricht
Publisher	Maastricht University
Print ISBNs	9789083699929
DOIs	https://doi.org/10.26481/dis.20260608sc
Publication status	Published - 8 Jun 2026

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10.26481/dis.20260608sc

Full TextFinal published version, 10.9 MB
SummaryFinal published version, 41 KB
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Cite this

@phdthesis{a8eb2e29ae3a4457821a4ccbe4ed0209,

title = "Evaluation and implementation of large language model-based applications for electronic health records: capabilities, limitations, and failure modes",

author = "Shan Chen",

year = "2026",

month = jun,

day = "8",

doi = "10.26481/dis.20260608sc",

language = "English",

isbn = "9789083699929",

publisher = "Maastricht University",

address = "Netherlands",

school = "Maastricht University",

}