Gal A. Kaminka: Publications

Sorted by DateClassified by Publication TypeClassified by TopicGrouped by Student (current)Grouped by Former Students

Towards Precision Medication Planning

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.
See https://www.cs.biu.ac.il/~galk/publications/b2hd-ecai24.html for the definitive version, published in ECAI-24

Download

(unavailable)

Abstract

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.

BibTeX

@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},
		wwwnote = { See \url{https://www.cs.biu.ac.il/~galk/publications/b2hd-ecai24.html} for the definitive version, published in ECAI-24}, 
		OPTnote= { 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.
		},
}

Generated by bib2html.pl (written by Patrick Riley ) on Fri Aug 30, 2024 17:29:51