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cs.CL2025
Comparing representations of long clinical texts for the task of patient note-identification
Safa Alsaidi, Marc Vincent, Olivia Boyer +3
In this paper, we address the challenge of patient-note identification, which involves accurately matching an anonymized clinical note to its corresponding patient, represented by…
cs.CL2025
Efficient extraction of medication information from clinical notes: an evaluation in two languages
Thibaut Fabacher, Erik-André Sauleau, Emmanuelle Arcay +6
Objective: To evaluate the accuracy, computational cost and portability of a new Natural Language Processing (NLP) method for extracting medication information from clinical narrat…
cs.LG2025
Predicting clinical outcomes from patient care pathways represented with temporal knowledge graphs
Jong Ho Jhee, Alberto Megina, Pacôme Constant Dit Beaufils +4
Background: With the increasing availability of healthcare data, predictive modeling finds many applications in the biomedical domain, such as the evaluation of the level of risk f…