医療現場の解像度を上げるために開発チームが行っている取り組み

by yagi

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ҩྍݱ৔ͷղ૾౓Λ্͛ΔͨΊʹ ։ൃνʔϜ͕ߦ͍ͬͯΔऔΓ૊Έ 2023೥03݄15೔ #pharmax_tech_collabo ΤϯδχΞ͔ͩΒͦ͜Ͱ͖Δࣾձʹ໾ཱͭʮϓϩμΫτ։ൃʯͱ͸ʁ

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2 About Me ീ໦ ढ़޿ Toshihiro Yagi 2 ιϑτ΢ΣΞΤϯδχΞ ● ड෇ɾױऀ؅ཧνʔϜ ○ εΫϥϜϚελʔ ○ ։ൃϦʔυ ● ΞϥΠΞϯε։ൃνʔϜ ○ ։ൃϦʔυ ● ҆ఆੑɾ։ൃۀ຿ޮ཰ԽνʔϜ ○ ։ൃϦʔυ (ҩྍػؔ޲͚ϓϩμΫτ)ɹ

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3 ໨࣍ ɾϢϏʔͷҩྍػؔࣄۀͷ঺հ ɾ։ൃνʔϜ͕ߦ͍ͬͯΔऔΓ૊Έͷ঺հ

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4 ϢϏʔࣄۀɿ֓؍ ൃ঱ ݕࡧɾ༧໿ དྷӃ ਍࡯ ਍அ ॲํɾ࣏ྍ ঺հ དྷӃ͢Δ·Ͱ དྷӃ͔ͯ͠Β ਍அ͕͍͔ͭͯΒ Patient Journey ੜ׆ऀ޲͚ࣄۀ toC ҩྍػؔ޲͚ࣄۀ toB ࠓޙͷ৽نࣄۀ։ൃྖҬ ੡ༀ޲͚ࣄۀ

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5 ϢϏʔࣄۀɿ֓؍ ൃ঱ ݕࡧɾ༧໿ དྷӃ ਍࡯ ਍அ ॲํɾ࣏ྍ ঺հ དྷӃ͢Δ·Ͱ དྷӃ͔ͯ͠Β ਍அ͕͍͔ͭͯΒ Patient Journey ҩྍػؔ޲͚ࣄۀ toB ࠓޙͷ৽نࣄۀ։ൃྖҬ ੡ༀ޲͚ࣄۀ ੜ׆ऀ޲͚ࣄۀ toC

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6 ϢϏʔAI໰਍ͷ֓ཁ ϢϏʔAI໰਍͸ɺҩྍػؔελοϑɾҩࢣʹʮۀ຿ޮ཰Խʯͱ͍͏Ձ஋ Λఏڙ͍ͯ͠·͢ དྷӃ Ӄ಺Ͱͷ໰਍ ൃ঱ ໰਍݁Ռͷ֬ೝɾ௥ه ਍࡯ʹඞཁͳ৘ใΛௌऔ͢Δ Χϧςͷੜ੒ɾ͓ༀखாͷಡΈऔΓ౳ ਍࡯ ප໊ࣙॻɺༀࡎݕࡧɺ਍ྍTips౳ ిࢠΧϧςͷهࡌ ࡞੒ͨ͠ ΧϧςΛίϐʔ

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7 ϢϏʔAI໰਍ͷ֓ཁ དྷӃ ൃ঱ ࣄલ໰਍ ਍࡯ དྷӃલͷࣄલ໰਍ɺ਍࡯ޙͷ঺հঢ়࡞੒ࢧԉͳͲαϙʔτ͢ΔൣғΛ޿͍͛ͯ·͢ εϚϗͰࣗ୐ ͳͲͰࣄલʹ ໰਍Λߦ͏ ҩྍػؔͷݕࡧɾ঺հঢ়ͷ࡞੒ पลҩྍػؔͷݕࡧ Χϧς಺༰ʹج͍ͮͨ঺հঢ়࡞੒ͳͲ དྷӃલ ਍࡯ޙ

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8 ϢϏʔAI໰਍ͷ֓ཁ ʮϢϏʔAI໰਍ʯͷಋೖ਺ 1100 2022೥12݄࣌఺ ࢪઃ େֶපӃ౳ͷҩྍػؔ΍ொͷ਍ྍॴ

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9 ϢϏʔAI໰਍ͷιϑτ΢ΣΞ ҰൠతͳSaaSͰɺಛघͳ͜ͱ͸جຊతʹ͸΍͍ͬͯ·ͤΜ ҩྍػؔ಺͔Βϒϥ΢βͰΞΫηε Ruby On Rails Spring Boot/Kotlin React/TypeScript PosgreSQLɺSpannerͳͲ... ҰൠతͳWebΞϓϦέʔγϣϯ

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10 ։ൃνʔϜ͕ ҩྍݱ৔ͷղ૾౓Λ ্͛ΔͨΊʹߦ͍ͬͯΔऔΓ ૊Έ

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11 ͳͥҩྍݱ৔ͷղ૾౓Λ্͍͛ͨͷ͔ʁ

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12 ͳͥҩྍݱ৔ͷղ૾౓Λ্͍͛ͨͷ͔ʁ ͜ͷྖҬͷਫ਼౓Λ্͛Δ

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13 ҩྍػؔࣄۀʹ͓͚ΔϢʔβͷछྨ ױऀ ड෇౳ͷࣄ຿ ؃ޢࢣ ҩࢣ γεςϜ՝ ܦӦऀ

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14 ҩྍػؔࣄۀʹ͓͚ΔϢʔβͷछྨ ױऀ ड෇౳ͷࣄ຿ ؃ޢࢣ ҩࢣ γεςϜ՝ ܦӦऀ ࠓճ͸͜ͷลΓΛத৺ʹ

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15 ҩࢣۀ຿ͷ ղ૾౓Λ্͛Δ ● ࣾ಺ͷҩࢣͱ࿩͢ ● ݱ৔ͷҩࢣʹΠϯλϏϡʔ͢Δ ● ਍࡯ͷ෩ܠΛݟֶ͢Δ

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16 ࣾ಺ͷҩࢣͱ࿩͢ ● ΞΠσΞ΁ͷॳظϑΟʔυόοΫ Λ΋Β͏ ● ։ൃ࣌ʹυϝΠϯΤΩεύʔτͱ͠ ͯ૬ஊ͢Δ ● ҩྍݱ৔ͷ஌ࣝΛΠϯετʔϧ͠ ͯ΋Β͏ ϓϩτλΠϓΛࣾ಺ͷҩࢣʹݟͤͯϑΟʔυόοΫΛ΋Β͍ͬͯΔ༷ࢠ

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17 ࣾ಺ͷҩࢣͱ࿩͢

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18 ࣾ಺ͷҩࢣͱ࿩͢

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19 ݱ৔ͷҩࢣʹΠϯλϏϡʔ͢Δ ● ਍࡯ۀ຿ʹ͓͚Δ՝୊ɺϖΠϯɺ ཁ๬ͳͲΛฉ͘ ● ϓϩμΫτ΁ͷϑΟʔυόοΫΛ ΋Β͏ ● ϓϩτλΠϓ΁ͷϑΟʔυόοΫ Λ΋Β͏ ϢϏʔAI໰਍ͷҩࢣ޲͚ը໘ʹ͍ͭͯϑΟʔυόοΫΛ΋Β͍ͬͯΔ༷ࢠ

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20 ݱ৔ͷҩࢣʹΠϯλϏϡʔ͢Δ

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21 ਍࡯ͷ෩ܠΛݟֶ͢Δ ● ՝୊Λൃݟ͢Δ ● ϢʔεέʔεΛൃݟ͢Δ ● ԾઆΛݕূ͢Δ ● ϓϩμΫτͷཧղΛਂΊΔ നҥΛணͯ਍࡯ͷݟֶΛ४උ͢Δ༷ࢠ

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22 ਍࡯ͷ෩ܠΛݟֶ͢Δ

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23 ड෇ɾ؃ޢࢣͷۀ຿ͷ ղ૾౓Λ্͛Δ ● ड෇ͷ෩ܠΛݟֶ͢Δ ● ױऀ͞Μͷ໰਍ͷख఻͍Λ͢Δ ● ड෇Λମݧ͢Δ

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24 ड෇ͷ෩ܠΛݟֶ͢Δ ● ΦϖϨʔγϣϯΛཧղ͢Δ ● ϢʔβϏϦςΟΛ֬ೝ͢Δ ● ԾઆΛݕূ͢Δ ױऀ͞ΜຖʹΫϦΞϑΝΠϧΛ༻ҙ͠ɺ ༷ʑͳ๮ΛڬΜͰ਍࡯ঢ়گΛ؅ཧ͍ͯ͠Δ

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25 ड෇ͷ෩ܠΛݟֶ͢Δ ༷ʑͳҩྍػؔͷ໰਍ථΛूΊΔɻ୯७ʹిࢠԽ͢Δ͚ͩͰ͸ͩΊͰɺ ݱ৔ͷΦϖϨʔγϣϯ͔Βઃܭ͢Δඞཁ͕͋Δ

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26 ױऀ͞Μͷ໰਍ͷख఻͍Λ͢Δ ● ϢʔβϏϦςΟΛ֬ೝ͢Δ ● ৽ͨʹੜ·ΕΔ՝୊Λ஌Δ ● ױऀ͞Μͷ՝୊Λ஌Δ ໰਍ίʔφʔʹৗற͠ɺλϒϨοτ໰਍Λߦ͏ױऀ͞ΜͷิॿΛ͢Δ

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27 ױऀ͞Μͷ໰਍ͷख఻͍Λ͢Δ ߴྸऀͷࢹ֮ΛٙࣅମݧͰ͖ΔΰʔάϧͰૢ࡞ੑΛݕূ

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28 ड෇ͷମݧΛ͢Δ ● ࣮຿্ͷ՝୊Λ஌Δ ● ηʔϧεɺಋೖɺαΫηεͷ՝୊ Λ஌Δ ● ϓϩμΫτͷ՝୊Λൃݟ͢Δ ࣸਅ͸ΠϝʔδͰ͢

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29 ड෇ͷମݧΛ͢Δ

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30 ·ͱΊ ● ࣾ಺ͷҩࢣͱ࿩͠ɺΫΠοΫʹҙࢥܾఆ͢Δ ● ҩࢣʹΠϯλϏϡʔ͠਍࡯ͷۀ຿ʹ͍ͭͯཧղΛਂΊΔ ● ਍࡯ͷ෩ܠ΍ड෇ͷ෩ܠΛݟֶ͢Δ͜ͱͰɺ࣮ࡍͷΦϖϨʔγϣϯ΍՝୊Λཧղ͢Δ ● ױऀ͞Μͷ໰਍ͷख఻͍Λ͢Δ͜ͱͰɺ໰୊఺΍χʔζΛݕূ͢Δ ● ड෇Λମݧ͢Δ͜ͱͰɺҩྍݱ৔ͷۀ຿ͷ՝୊΍վળͷ༨஍ΛΑΓਂ͘ཧղ͢Δ ● ͜ΕΒʹΑΓ՝୊΍Ծઆɺ࣮ߦ಺༰ͷਫ਼౓Λ্͛ɺҩྍݱ৔ΛΑΓྑ͘͢Δ͜ͱ΁ߩݙ͢ Δɻ

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31 ͋Γ͕ͱ͏͍͟͝·ͨ͠