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H-AdminSim: A Multi-Agent Simulator for Realistic Hospital Administrative Workflows with FHIR Integration

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  • Haebom
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์ €์ž

Jun-Min Lee, Meong Hi Son, Edward Choi

๐Ÿ’ก ๊ฐœ์š”

๋ณธ ๋…ผ๋ฌธ์€ ์‹ค์ œ ๋ณ‘์› ํ–‰์ • ์—…๋ฌด์˜ ๋ณต์žก์„ฑ์„ ํฌ์ฐฉํ•˜๋Š” ๋ฐ ์ค‘์ ์„ ๋‘” ์ƒˆ๋กœ์šด ์‹œ๋ฎฌ๋ ˆ์ด์…˜ ํ”„๋ ˆ์ž„์›Œํฌ์ธ H-AdminSim์„ ์ œ์•ˆํ•ฉ๋‹ˆ๋‹ค. H-AdminSim์€ ํ˜„์‹ค์ ์ธ ๋ฐ์ดํ„ฐ ์ƒ์„ฑ๊ณผ ๋‹ค์ค‘ ์—์ด์ „ํŠธ ๊ธฐ๋ฐ˜ ์‹œ๋ฎฌ๋ ˆ์ด์…˜์„ ๊ฒฐํ•ฉํ•˜์—ฌ LLM ๊ธฐ๋ฐ˜ ์ž๋™ํ™”์˜ ์„ฑ๋Šฅ์„ ์ •๋Ÿ‰์ ์œผ๋กœ ํ‰๊ฐ€ํ•  ์ˆ˜ ์žˆ๋Š” ํ™˜๊ฒฝ์„ ์ œ๊ณตํ•ฉ๋‹ˆ๋‹ค. FHIR(Fast Healthcare Interoperability Resources) ํ†ตํ•ฉ์„ ํ†ตํ•ด ์ด ํ”„๋ ˆ์ž„์›Œํฌ๋Š” ๋‹ค์–‘ํ•œ ๋ณ‘์› ํ™˜๊ฒฝ์—์„œ ํ–‰์ • ์›Œํฌํ”Œ๋กœ์šฐ๋ฅผ ํ‰๊ฐ€ํ•˜๊ธฐ ์œ„ํ•œ ํ‘œ์ค€ํ™”๋œ ํ…Œ์ŠคํŠธ๋ฒ ๋“œ ์—ญํ• ์„ ํ•ฉ๋‹ˆ๋‹ค.

๐Ÿ”‘ ์‹œ์‚ฌ์  ๋ฐ ํ•œ๊ณ„

โ€ข
LLM ๊ธฐ๋ฐ˜ ๋ณ‘์› ํ–‰์ • ์ž๋™ํ™” ์—ฐ๊ตฌ๋ฅผ ์œ„ํ•œ ํ˜„์‹ค์ ์ด๊ณ  ํฌ๊ด„์ ์ธ ์‹œ๋ฎฌ๋ ˆ์ด์…˜ ํ™˜๊ฒฝ์„ ์ œ๊ณตํ•ฉ๋‹ˆ๋‹ค.
โ€ข
FHIR ํ†ตํ•ฉ์„ ํ†ตํ•ด ์ด์ข… ๋ณ‘์› ํ™˜๊ฒฝ ๊ฐ„์˜ ์ƒํ˜ธ ์šด์šฉ์„ฑ๊ณผ ์›Œํฌํ”Œ๋กœ์šฐ ํ…Œ์ŠคํŠธ์˜ ํ‘œ์ค€ํ™”๋ฅผ ๊ฐ€๋Šฅํ•˜๊ฒŒ ํ•ฉ๋‹ˆ๋‹ค.
โ€ข
๋‹ค์ค‘ ์—์ด์ „ํŠธ ๊ธฐ๋ฐ˜ ์‹œ๋ฎฌ๋ ˆ์ด์…˜์€ ๋ณต์žกํ•œ ๋ณ‘์› ํ–‰์ • ์›Œํฌํ”Œ๋กœ์šฐ์˜ ํ˜„์‹ค์ ์ธ ๋ชจ๋ธ๋ง์„ ์ง€์›ํ•ฉ๋‹ˆ๋‹ค.
โ€ข
์‹œ๋ฎฌ๋ ˆ์ด์…˜์˜ ๋ณต์žก์„ฑ์œผ๋กœ ์ธํ•ด ์‹ค์ œ ์šด์˜ ํ™˜๊ฒฝ์œผ๋กœ์˜ ์ง์ ‘์ ์ธ ํ™•์žฅ์—๋Š” ์ถ”๊ฐ€์ ์ธ ๊ฒ€์ฆ์ด ํ•„์š”ํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.
๐Ÿ‘
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