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Lee-or Alon, Hana Weitman, Alexander Shleyfman, and Gal A. Kaminka. Towards Precision Medication Planning. In Proceedings of the AIME Workshop on AI and Precision Medicine, 2024. An improved version appears in the ECAI-24 conference.
(unavailable)
Personalized medication plans determine the selection, dosage, and administration schedule of medications, to achieve medical goals that are specific to the patient and to its individual health constraints. This paper introduces medication planning as a novel domain for artificial intelligence planning, using the planning domain definition language PDDL+. We evaluate the representation via experiments based on data collected from clinical studies conducted on mice and rats.
@inproceedings{aime24ws,
title = {Towards Precision Medication Planning},
author = {Alon, {Lee-or} and Weitman, Hana and Shleyfman, Alexander and Kaminka, Gal A.},
booktitle = {Proceedings of the {AIME} Workshop on AI and Precision Medicine},
note= { An improved version appears in the ECAI-24 conference.},
year = {2024},
abstract = {
Personalized medication plans determine the selection, dosage, and administration schedule of medications, to achieve medical goals that are \emph{specific to the patient and to its individual health constraints}. This paper introduces medication planning as a novel domain for artificial intelligence planning, using the planning domain definition language PDDL+. We evaluate the representation via experiments based on data collected from clinical studies conducted on mice and rats.
},
}
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