TY - GEN
T1 - Agent-based completion for collecting medical note parameters
AU - Heryawan, Lukman
AU - Khotimah, Purnomo Husnul
AU - Yamamoto, Goshiro
AU - Sugiyama, Osamu
AU - Hiragi, Shusuke
AU - Okamoto, Kazuya
AU - Kuroda, Tomohiro
N1 - Publisher Copyright:
© 2019 Authors.
PY - 2019/9/25
Y1 - 2019/9/25
N2 - In this paper, we present an agent-based completion that cooperates with a physician to optimize parameter-text pairs collection from a medical note. Currently, in hospitals, there is a medical coding process, which collects certain parameter-text pairs from the medical note's narrative text. The process starts with categorizing the text into certain parameter-text pairs. Then, the collected pairs are studied by the coders to produce correct medical codes. However, since the physicians may not aware of the coders' requirements, the medical coding process is quite problematic, such as lack of parameter-text pairs. To address this problem, we propose an agent-based completion, which represents the coder's view to categorize the text into certain parameter-text pairs and recommend the parameters to be filled. This paper shows a basic design of the agent and the background technologies to support the completion system.
AB - In this paper, we present an agent-based completion that cooperates with a physician to optimize parameter-text pairs collection from a medical note. Currently, in hospitals, there is a medical coding process, which collects certain parameter-text pairs from the medical note's narrative text. The process starts with categorizing the text into certain parameter-text pairs. Then, the collected pairs are studied by the coders to produce correct medical codes. However, since the physicians may not aware of the coders' requirements, the medical coding process is quite problematic, such as lack of parameter-text pairs. To address this problem, we propose an agent-based completion, which represents the coder's view to categorize the text into certain parameter-text pairs and recommend the parameters to be filled. This paper shows a basic design of the agent and the background technologies to support the completion system.
UR - http://www.scopus.com/inward/record.url?scp=85077122281&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85077122281&partnerID=8YFLogxK
U2 - 10.1145/3349537.3352780
DO - 10.1145/3349537.3352780
M3 - Conference contribution
AN - SCOPUS:85077122281
T3 - HAI 2019 - Proceedings of the 7th International Conference on Human-Agent Interaction
SP - 244
EP - 246
BT - HAI 2019 - Proceedings of the 7th International Conference on Human-Agent Interaction
PB - Association for Computing Machinery, Inc
T2 - 7th International Conference on Human-Agent Interaction, HAI 2019
Y2 - 6 October 2019 through 10 October 2019
ER -