Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Sign up for free
Menu
Search
Features
All features
Private URLs
Password Protection
Custom URLS
Scheduled publishing
Remove Branding
Restrict embedding
Deck Collections
Notes
Features
All features
Private URLs
Password Protection
Custom URLS
Scheduled publishing
Remove Branding
Restrict embedding
Deck Collections
Notes
Explore
Featured decks
Featured speakers
Programming
Technology
Storyboards
Explore
Featured decks
Featured speakers
Programming
Technology
Storyboards
Pricing
Search
Sign in
Sign up for free
入院医療費算定業務をAIで支援する:包括医療費支払い制度とDPCコーディング (公開版)
Search
Takashi Nishibayashi
October 24, 2025
Technology
250
0
Share
Embed
Copy iframe code
Copy JS code
Copy link
Start on current slide
入院医療費算定業務をAIで支援する:包括医療費支払い制度とDPCコーディング (公開版)
HealthTech Meetup vol.2でのLT発表資料です
発表時間5分なのでかなり端折ってあります
Takashi Nishibayashi
October 24, 2025
More Decks by Takashi Nishibayashi
See All by Takashi Nishibayashi
病院向け生成AIプロダクト開発の実践と課題
hagino3000
0
820
診断前の病歴テキストを対象としたLLMによるエンティティリンキング精度検証
hagino3000
1
240
論文紹介 Improving Medical Reasoning through Retrieval and Self-Reflection with Retrieval-Augmented Large Language Models
hagino3000
0
1k
論文紹介 Audience Size Forecasting Fast and Smart Budget Planning for Media Buyers
hagino3000
0
280
論文紹介 Towards a Fair Marketplace: Counterfactual Evaluation of the trade-off between Relevance, Fairness & Satisfaction in Recommendation Systems
hagino3000
1
680
論文紹介 Budget Management Strategies in Repeated Auctions (公開版)
hagino3000
2
360
論文紹介 A Request-level Guaranteed Delivery Advertising Planning: Forecasting and Allocation
hagino3000
1
190
論文紹介 Online Experimentation with Surrogate Metrics Guidelines and a Case Study
hagino3000
1
460
論文紹介 Bidding Machine: Learning to Bid for Directly Optimizing Profits in Display Advertising
hagino3000
1
250
Other Decks in Technology
See All in Technology
ミイダス株式会社 テックチームのご紹介 / MIIDAS Tech Team
miidas
0
150
Snapshot Testing in Practice: Predictable and Reliable SwiftUI Views
fespinoza
0
120
AI Made Us Faster at Solving the Wrong Problems
marceloancelmo
0
160
Meet AgentCore Identity Consent Portal
hironobuiga
3
190
AI 時代の Azure エンジニアリング ~ 私たちは何を磨き、何を任せるのか ~
chack411
1
450
ビジネスを止めない技術的負債の返済のための戦略とその手法 - 技術的負債と向き合う / Complexity and Simplicity
soudai
PRO
3
550
AIは爆速なのに、私が詰まっていた話 ― 音声入力と鳴くマスコットでボトルネックを削る
yama3133
0
520
プロダクト価値を、 チームが使える判断軸に変える
vivion
0
110
AgentCoreで実践するハーネスエンジニアリング
yakumo
1
280
あなたの知らないAmazon VPC Route Server/Amazon VPC Route Server you don't know about
masakiokuda
2
220
組み立てて楽しむ AWS Blocks 入門
kmiya84377
0
210
今こそ知りたいAmplifyGen2
mkdev10
2
150
Featured
See All Featured
Code Reviewing Like a Champion
maltzj
528
40k
The Mindset for Success: Future Career Progression
greggifford
PRO
0
530
Keith and Marios Guide to Fast Websites
keithpitt
413
23k
Jess Joyce - The Pitfalls of Following Frameworks
techseoconnect
PRO
1
430
Save Time (by Creating Custom Rails Generators)
garrettdimon
PRO
33
5.1k
Deep Space Network (abreviated)
tonyrice
0
350
No one is an island. Learnings from fostering a developers community.
thoeni
21
3.8k
Dominate Local Search Results - an insider guide to GBP, reviews, and Local SEO
greggifford
PRO
0
350
Everyday Curiosity
cassininazir
0
340
How to optimise 3,500 product descriptions for ecommerce in one day using ChatGPT
katarinadahlin
PRO
3
3.9k
The browser strikes back
jonoalderson
0
1.8k
4 Signs Your Business is Dying
shpigford
187
23k
Transcript
ೖӃҩྍඅࢉఆۀΛ"*Ͱࢧԉ͢Δ แׅҩྍඅࢧ੍͍ͱ%1$ίʔσΟϯά )FBMUI5FDI.FFUVQWPM-5! ྛ IBHJOP 1
About me ྛ (X:@hagino3000) Ubieגࣜձࣾ ϝσΟΧϧAIΤϯδχΞ ΦϯϥΠϯࠂۀք͔Β͖ͬͯ·ͨ͠ɻલ৬ωοτ ࠂ৴ϓϥοτϑΥʔϜͷ։ൃɻػցֶशཧ࠷ద Խ·ΘΓͷApplied
Data Science. ݱ৬ͰAIͷݚڀ։ൃɺAI͚ҩֶφϨοδϕʔε ͷඋɺੜAIͷҩྍػ͚ؔϓϩμΫτద༻ʹैࣄɻ
ٸੑظපӃͷೖӃඅ͕Ͳ͏ܾ·Δ͔ ग़དྷߴ੍ แׅධՁ੍ खज़ ຑਲ ϦϋϏϦ ์ࣹઢ࣏ྍ ೖӃجຊྉ ݕࠪ ༀ
ը૾அ ࣹ ग़དྷߴධՁ ग़དྷߴධՁ खज़ ຑਲ ϦϋϏϦ ์ࣹઢ࣏ྍ ͋ͨΓͷ ఆֹº ग़དྷߴධՁ แׅධՁ
அ܈ྨɿ%1$ w %JBHOPTJT1SPDFEVSF$PNCJOBUJPO w அͱॲஔ खज़ɾݕࠪ ΛΈ͋Θͤͨͷ w ྫɿਨԌ ਨԌআज़
w ྫɿ伷࠹ ܦൽత݂ܗज़ w ྟচతͳྨࣅੑͱࢿݯফඅͷۉ࣭ੑ͔ΒױऀΛྨ͢Δํ๏ͷҰͭ w පӃͷग़ྗΛൺֱͯ͠ҩྍࢿݯͷޮੑΛධՁ͢ΔͨΊͷπʔϧ
แׅҩྍඅࢧ੍͍ɿ%1$1%14 w அ܈ྨͰ͋ͨΓͷใु͕ܾ·Δ खज़ຑਲɺҰ෦ͷॲஔग़དྷߴ w ྫɿ伷࠹Λܦൽత݂ܗज़Ͱ࣏ྍͨ͠߹
͋ͨΓͷ ྍใु ೖӃ Ҏ߱ग़དྷߴ அ܈ྨ൪߸YYYY伷࠹ܦൽత݂ܗज़खज़ॲஔ̎ͳ͠ఆٛ෭ইප໊ͳ͠
แׅҩྍඅࢧ੍͍ɿ%1$1%14 w ૬ରධՁͷΠϯηϯςΟϒ੍ w ޮతʹҩྍࢿݯΛೖ࣏ͯ͠ྍΛߦ͑ΑΓපӃͷऩӹ͕૿͑Δ ೖӃ ୈI Iظ IIظ ୈII
ୈIII ͋ͨΓͷ ྍใु IIIظ แׅࢉఆظؒ
แׅҩྍඅࢧ੍͍ɿ%1$1%14 ೖӃ ୈI Iظ IIظ ୈII ୈIII ͋ͨΓͷ ྍใु IIIظ
แׅࢉఆظؒ ͷجຊઃఆ ୈIύʔηϯλΠϧ ୈIIฏۉࡏӃ ୈIIIฏۉࡏӃʴ ඪ४ภࠩҎ্ͷͷ ഒͷ ౷ܭใΛݩʹઃఆ͞ΕΔ w ૬ରධՁͷΠϯηϯςΟϒ੍ w ޮతʹҩྍࢿݯΛೖ࣏ͯ͠ྍΛߦ͑ΑΓපӃͷऩӹ͕૿͑Δ
w ݸʑͷೖӃʹରͯͭ͠ͷஅ܈ྨ %1$ίʔυ ΛܾΊΔۀ w ྫɿYY໊শ伷࠹ͦͷଞͷखज़͋Γखज़ॲஔ̍ - ̍ ͋Γखज़ॲஔ̎ͳ͠ఆٛ෭ইප໊͋Γແީੑ w
جຊతʹ݄ɺୀӃ࣌ʹ࣮ࢪ w ߏཁૉ w ҩྍࢿݯ͕࠷ೖ͞Εͨইප w खज़ɾॲஔ w ॏපଶྨ w ෭ইප %1$ίʔσΟϯά ग़యɿ%1$ͷجૅࣝ ࣾձอݥݚڀॴ
w ҩྍࢿݯ͕࠷ೖ͞Εͨইපͱ w ͍Ζ͍Ζݕ͍ࠪͯ͠Δ͕֬ఆஅ͕ແ͍߹ w खज़తͷೖӃ͕ͩঢ়ଶѱԽͰखज़͕ग़དྷ͍ͯͳ͍߹ w ೖӃޙʹॏಞͳ࣬ױ͕ݟ͔ͭͬͯෳͷ࣏ྍհೖ͕ߦͳΘΕͨ߹ w
Χϧς͕͔ͬ͠Γॻ͔Ε͍ͯͳ͍߹ w ྫɿഊ݂͕औΕͦ͏͕݂ͩഓͷ݁Ռهࡌͳ͠ w ΦʔμʔΛΑ͘ݟΔͱߴֹࢦఆༀࡎ͕ΘΕ͍ͯΔ߹ %1$ίʔσΟϯάͷ͠͞
w దͳ%1$ίʔυΛબͳ͍ͱऩӹ͕ݮΔ w ೖӃܖػප໊େϙϦʔϓɺੜݕͰ͕Μͷ֬ఆஅ w ҩྍࢿݯප໊ϙϦʔϓ͔Β͕Μʹมߋ͢Δͱ૿ w ͔͠͠ͰୀӃ͢Δ߹ϙϦʔϓͷ··ͷํ͕ߴ͍ʜ w
ग़དྷߴൺͰϚΠφε͋Γ͑Δ w ୀӃͷΊ͢ΛܾΊΔͷʹίʔσΟϯά͕ඞཁ w ݄ʹٻ͠ͳ͚Ε͍͚ͳ͍ %1$ίʔσΟϯάͷ͠͞
w පӃͷऩӹվળɺۀޮԽɺҩྍࢿݯͷޮԽ ੍ͷझࢫʹଇΔ w ٕज़తͳཁ݅ w ΧϧςΦʔμϦϯάγεςϜͷ࣌ܥྻσʔλ͔ΒͲͷΑ͏ͳஅ͓Α ͼ࣏ྍհೖ͕ߦͳΘΕ͔ͨͷܦաΛಡΈऔΔ w
ಡΈऔͬͨࣄΛίʔυʹׂΓ͋ͯΔ *$% ,ίʔυʜ w ྫɿϚΠίϓϥζϚഏԌˠ+ w ҩྍࣗવݴޠॲཧͷඈ༂తͳੑೳ্ʹΑΓ࣮ݱՄೳʹ w Χϧςཁɺݻ༗දݱநग़ɺΤϯςΟςΟϦϯΩϯά Ͳ͏ͯ͠ࠓ%1$ͷϓϩμΫτΛ։ൃ͢Δͷ͔
w ਖ਼ղ͖σʔληοτͷߏங w ྫͱ࣮ࡍʹձܭʹΘΕͨ%1$ίʔυͷϖΞ w 4VQFS)VNBOϨϕϧͷੑೳΛٻΊΒΕΔ͕පӃ͔Β͚Δਖ਼ղσʔλ ͕ͦ͏ͱݶΒͳ͍ w ਓखෆͰ࣌ؒΛ͔͚ͯίʔσΟϯάͰ͖͍ͯͳ͍߹͕͋Δ w
ٯʹΪϦΪϦΛ߈Ίͨࣄྫͷ߹ w ਖ਼ղσʔλͷ࣭ධՁ͕͍͠ w ػցՄಡੑͷ͍ϑΥʔϚοτͰ༷ σʔλ ͕ެ։͞ΕΔ ٕज़తͳνϟϨϯδ
w ҩྍࣗવݴޠॲཧ w --.ͷೖྗΛ͍͔ʹݮΒ͔͢ w طଘࣝͱͷଓ w ҩֶσʔλάϥϑߏͰදݱ͞ΕΔͷ͕ଟ͍ w ༀࡎͱదԠͷؔͳͲ
w ඇߏԽσʔλ FH%1$ίʔσΟϯάςΩετ w ղऍՄೳͳग़ྗ w ҩࢣʹප໊มߋͷఏҊΛ͢Δͷʹඞཁ ٕज़తͳνϟϨϯδ
w ςΫϊϩδʔͰҩྍʹߩݙͰ͖Δ w ۀޮԽɾऩӹվળɾࢿݯ࠷దԽ w ٕज़తͳνϟϨϯδ͕ଟ͘໘ന͍ w ҩྍ/-1ɺ--.ΞϓϦέʔγϣϯΞʔΩςΫνϟ w 8FBSFIJSJOH
·ͱΊ