Whakautu poto:
E kore e whakakapia katoatia e te AI ngā kaiwhakakōti hauora, engari ka whakarerekētia te āhua o te mahi. Ina he auau, he hanganga hoki ngā tuhinga, ka taea e te AI te pikau i ngā mahi auau; ina he uaua, he tautohetia, he arotakehia rānei ngā take, ka noho tonu te whakatau a te tangata hei kaupapa matua. Ka neke te tūranga i mua i te ngaronga o te tokomaha o ngā tāngata.
Ngā kōrero matua hei whakaaroaro:
Aunoatanga mahi : Ka tangohia e te AI ngā mahi waehere auau, ka waihangahia he wāhi mō te arotake whakatau nui me te whakahaere i ngā hapa.
Te kawenga tangata : Ko ngā kaiwhakakōnae tonu te hunga e haepapa ana ina puta ake he arotake, he piira, he whakakorenga, he pātai rānei mō te tutuki i ngā whakaritenga.
Te whanaketanga o ngā tūranga : Ko te ahunga whakamua o ngā tūranga waehere ki te arotake, te CDI, te whakahaere whakakorekore, te whakamārama kaupapa here, me te whakahaere.
Te whakahaere mōrearea : Mā te tere ake o te waehere ka piki ake te mōrearea o te tutuki i ngā whakaritenga mena ka nui ake te tere i te tirotiro, ā, ka memeha haere te arotake tangata.
Te Manawanui ki te Mahi : Ko te tohungatanga ki ngā aratohu, te matatau ki ngā kaupapa here a ngā kaiutu, me te kaha ki te arotake, he pūkenga pumau tonu, he pūkenga e hiahiatia ana.

🔗 Te āhua o te waehere AI i roto i te mahi
Tirohia ngā tauira o ngā waehere i hangaia e te AI me ngā mea hei tumanako atu.
🔗 Ngā taputapu arotake waehere AI pai rawa atu mō te kounga pai ake
Whakatauritea ngā taputapu pai e hopu ana i ngā pepeke, e whakapai ake ana hoki i ngā arotake.
🔗 Ngā taputapu AI kore-waehere pai rawa atu hei whakamahi me te kore waehere
Whakahaerehia ngā rerengamahi atamai me ngā taputapu AI—kāore e hiahiatia he hōtaka.
🔗 He aha te quantum AI me tōna hiranga
Kia mārama ki ngā kaupapa matua o te AI kuantum, ngā whakamahinga, me ngā mōrearea matua.
Ka whakakapia e te AI ngā Kaikōmihana Hauora? Ko te tikanga o te "whakakapi" i roto i te mahi 🤔
Ina pātai te tangata "Ka whakakapia e te AI ngā Medical Coder?" ko tā rātou tikanga ko tētahi o ēnei:
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Whakakapia te tokomaha o ngā tāngata - he iti ake ngā kaiwhakakōti e hiahiatia ana i te katoa
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Whakakapia ngā mahi - ka rerekē te mahi engari ka noho tonu ngā kaiwhakamaori
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Whakakapia te kawenga - ka tukuna e te AI ngā whakatau whakamutunga, ā, ka mātakitaki noa te tangata
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Whakakapia ngā tūranga taumata-whakauru - ka huri tuatahi te paipa 😬
I roto i aku wheako i te mātakitaki i ngā tīma e whakamahi ana i te aunoatanga, ko te panonitanga nui rawa atu ko te "ngaronga o ngā kaiwhakakōti." He rite tonu ki:
ka tere ake te whakakōti noa , ka haruru ake ngā take taha , ā, ka noho te arotake hei atarangi wā-katoa mā te katoa . ( OIG – Aratohu Hōtaka Whakatutukitanga Whānui )
He tino pai te AI ki te tāruarua. Ehara i te mea ko te tāruarua anake te mahi waehere. Ko te waehere he tāruarua me te whakatau me te tutuki i ngā whakaritenga me te rerekētanga o te kaituku utu me te whakaoti rapanga "he aha tēnei i roto i te tuhipoka". 🕵️♀️
Āe, ka taea e te AI te whakakapi i ētahi wāhanga o te mahi. He rerekē te whakakapi i te umanga.
He aha te mea e pai ai te putanga o te waehere hauora AI? ✅
Ki te kōrero tātou mō tētahi "putanga pai" o te AI mō te waehere hauora, ehara i te mea he tino hokohoko. Engari ko te mea e rite ana ki tētahi hoa mahi pakari, kāore e mataku, kāore e moemoeā, ā, e whakaatu ana i tā rātou mahi. ( NIST AI RMF 1.0 , NIST Generative AI Profile (AI 600-1) )
Ko te pūnaha waehere AI pai (te rerengamahi rānei) he mea e whai ake nei:
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He NLP haumanu kaha e whakahaere ana i ngā tuhipoka koretake (te tuhituhi, ngā tauira, te tārua-whakapiri spaghetti 🍝)
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Ngā whakaaro waehere me te take (ehara i te waehere anake - engari he aha)
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Te whakatauranga māia me ngā paepae ka taea e koe te whakatika
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Ngā ara arotake mō te tutuki i ngā whakaritenga me te urupare a te kaiutu ( CMS MLN909160 – Ngā Whakaritenga mō te Tuhituhinga Rekoata Hauora )
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Ngā Ture + ngā Aratohu Whakahāngai (ICD-10-CM, CPT, HCPCS, ngā whakatika a te NCCI, ngā kaupapa here a te kaiutu… te whakaaturanga katoa 🎪) ( Ngā Aratohu Whakawaehere ICD-10-CM CMS FY 2026 , ngā whakatika a te CMS NCCI )
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Ngā mana whakahaere tangata-i-roto-i-te-porowhita kia taea ai e ngā kaiwhakakōnae te whakaae, te whakarerekē, te whakakore rānei ( NIST AI RMF 1.0 )
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Whakaurunga e kore e pakaru te rā o te katoa (EHR, encoder, CAC, pūnaha nama)
Ki te kore e taea e te taputapu te whakamārama i a ia anō, kāore e whakakapi haumaru i tetahi mea. Kei te tere ake te whakaputa manukanuka. ( NIST Generative AI Profile (AI 600-1) )
Ripanga Whakataurite: ngā kōwhiringa waehere āwhina-AI matua (me te wāhi e tika ana) 📊
Kei raro nei tētahi ripanga whakatairite mahi o ngā huarahi waehere ā-AI noa. Kāore i te tino pai… nā te mea kāore hoki i te tino pai te whakatinanatanga.
| Utauta / Huarahi | Pai rawa atu mō te hunga whakarongo | Utu | He aha i mahi ai (me te wāhanga whakarihariha) |
|---|---|---|---|
| CAC me te NLP (Whakawaehere Āwhina-Rorohiko) | Ngā tīma HIM o te Hōhipera + ngā rōpū tūroro noho | $$$$ | He tino pai mō te whakaatu i ngā waehere ICD-10-CM pea; ka taea te hē i ētahi wā ( AHIMA – Kete Taputapu Waehere Āwhina-Rorohiko ) |
| Kaiwhakakōwaehere me ngā whakaaro AI | Ngā kaiwhakakōti ngaio kua mōhio kē ki ngā ture | $$-$$$ | Ka tere ake te rapu me te akiaki i ngā whakatika; me whai whakaaro tonu, aroha mai 😅 |
| Ngā ture + te aunoatanga (ngā whakatika, ngā paihere, ngā tirotiro) | Huringa moni whiwhi + tutuki i ngā whakaritenga | $$ | Ka mau i ngā hapa mārama; kāore e "mārama" ki ngā āhuatanga haumanu ( ngā whakatika a te CMS NCCI ) |
| Ngā whakarāpopototanga tuhinga momo LLM | CDI + mahi tahi waehere | $$ | Āwhina ki te whakarāpopoto me te whakamārama i ngā mate; ka ngaro pea tētahi kōrero matua… pērā i te ngeru e wareware ana ki tōna ingoa ( NIST Generative AI Profile (AI 600-1) ) |
| Hopu utu-aunoa + kaihoroi kereme | Ngā rerengamahi tūroro/ngaio | $$-$$$$ | Āwhina ki te whakaiti i ngā whakakorenga; i ētahi wā ka nui rawa te horoi me te whakaroa i te tukunga ( CMS CERT Program ) |
| Ngā tauira motuhake (irahiko, ara, ED) | Ngā āputa nui-rahi | $$$$ | He pai ake te tika i ngā ara whaiti; i waho o te ara ka paku piko |
| Te reremahi "waehere takirua" a te tangata + te AI | Ngā tīma e whakahou ana, kāore he raruraru | $-$$$ | Ko te mea tino pai; me whai whakangungu me te whakahaere, ki te kore ka hē te haere ( NIST AI RMF 1.0 ) |
| Ngā nganatanga waehere "kore pa" katoa | Ngā kaiwhakahaere e aroha ana ki ngā papaaho | $$$$$ | Ka taea te mahi mō ngā take māmā; ka hoki tonu ngā take uaua ki te tangata (ohorere!) ( AHIMA – Kete Taputapu Waehere Āwhina-Rorohiko ) |
Kua kite koe i te tauira? Mēnā ka nui ake te "kore pā" o tēnei tauira, ka nui ake te mana whakahaere e hiahiatia ana hei karo i te raruraru ture puhoi. He ngahau. ( OIG – Aratohu Hōtaka Ture Whānui )
He aha i tino pai ai te AI ki ngā wāhanga o te waehere 😎
Me mihi tātou ki te AI i ngā wā i whiwhi ai tātou. Tērā ētahi wāhi e tino kaha ana:
1) Te mōhio ki ngā tauira i te tauine
He nui ngā mahi ka taea te mahi, ā, he rite tonu ngā tuhinga? He maha ngā wā ka taea e te AI te whakatutuki i ēnei:
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te waehere tātaritanga auau mō ngā āhuatanga noa
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tukanga waehere māmā ina he ma te tuhinga
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te kimi tere i ngā taunakitanga tautoko (taiwhanga, whakaahua, rārangi raruraru)
2) Te tere ake o te "whai"
Ahakoa ngā tohunga waehere e whakapau kaha ana ki te rapu:
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kei hea te tauākī a te kaiwhakarato
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kei hea te motuhaketanga
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he aha te mea e tautoko ana i te hiahia hauora
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kei hea te taha whakararuraru 😩
Ka taea e te AI te whakaatu i ngā rārangi e tika ana, te tohu i te ngaro o te motuhaketanga, me te whakaiti i te ngenge o te panuku. Ehara i te mea whakamīharo, engari he hua tūturu.
3) Ngā tauira ārai i te whakakorekore
Ka taea e te AI te ako i ngā tauira pēnei i:
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ngā mea e whakaoho ana i te whakakorenga noa e te kaiutu
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ngā āputa tuhinga e hono ana ki ētahi ratonga
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ngā whakarerekētanga e whakakahoretia ana i te nuinga o te wā me te kore he tautoko tāpiri ( CMS MLN909160 – Ngā Whakaritenga Tuhinga Pūkete Hauora , Kaupapa CMS CERT )
Kua oti kē tēnei i roto i te hinengaro o ngā kaiwhakakōmeke. He haruru, he tere ake hoki te mahi a te AI.
He aha te raru o te AI ki ngā wāhanga e utua ana ngā kaiwhakakōti ki te whakahaere 😬
Ko te taha kē atu. Ko ngā wāhanga e pakaru ana i te aunoatanga ko ngā wāhanga anō e wehewehe ana i te "whakauru waehere" mai i te "whakawaehere"
Te koretake o te haumanu me te wairua o te rata
Ka tuhia e ngā kaiwhakarato ngā mea penei:
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"tērā pea," "whakakore," "whakapae," "kāore e taea te whakakore"
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"hītori o," "pou tūnga," "kua whakatauhia," "he roa engari he pumau"
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"tērā pea he niumōnia engari he CHF anō hoki"
Ka taea e te AI te whakamārama hē i te koretake, ka huri hei tino pono. Ehara tēnā i te hapa ātaahua.
Te rerekētanga o ngā aratohu (me te pōrearea o ngā kaupapa here a te kaiutu)
Ehara i te mea ko "ngā mea i tupu i roto i te hauora" anake te mahi waehere. Engari:
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te whakamārama aratohu
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arorau raupapatanga
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ngā ture whakakotahi
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ngā whakaritenga motuhake a te kaiutu
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te arorau matea hauora
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ngā āhuatanga rerekē o te kapinga ā-rohe ( Aratohu Whakawaehere ICD-10-CM CMS FY 2026 , ngā whakatika a te CMS NCCI )
Ae, ka taea e te AI te ako i ngā tauira. Engari ina whakarerekē te kaiutu i tētahi ture, ka urutau te tangata me te hiahia. Ka urutau te AI me te pōhēhē me te maia. He huinga kino tēnā.
Te raruraru "kotahi te rerenga kōrero ngaro"
Ka taea e te rārangi kotahi te huri i te kōwhiringa waehere, te DRG, te hopu mōrearea HCC, te taumata E/M rānei. Tērā pea ka ngaro i te AI, ka kino ake rānei - ka whakatau. Ā, ko te whakatau i roto i te waehere he rite ki te hanga piriti mai i te tiēre. He pai te āhua kia takahia rā anō e koe.
Nā… Ka whakakapia rānei e te AI ngā Kaikōmihana Hauora? Ko te putanga tino pono 🧩
Hoki atu ki te kīanga matua: Ka whakakapia e te AI ngā Kaikōmihana Hauora?
Ko taku whakautu tino whaitake ko: Ka whakakapia e te AI ngā wāhanga mahi i te tuatahi, kātahi ka hurihia ngā tūranga, ā, ka whakaitihia noa te tokomaha o ngā tāngata ina whiriwhiri ngā whakahaere kia kaua e hoki anō ki te wā kua penapenahia.
Whakamāoritanga:
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Ka whakamahia e ētahi whakahaere te AI hei whakanui ake i te tere o te mahi me te kore e whakakorengia ngā kaimahi
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Ka whakamahia e ētahi hei whakaiti i ngā utu (me te whakatau i ngā pānga kino i muri mai)
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Ka whakaranua e ētahi, i runga i ngā raina ratonga
Engari koinei te mea e ngaro ana i te iwi: ki te tere ake te AI, ka taea hoki e ia te whakanui ake i te mōrearea. Ko taua mōrearea te mea e akiaki ana i te tono mō:
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ngā kaitātari kaute
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ngā arotake hanganga ture
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ngā kaiwhakaako waehere
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ngā tohunga whakahaere whakakorekore
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Ngā tohunga CDI me te whakahaere patai
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ngā tūranga whakahaere kounga raraunga ( OIG – Aratohu Hōtaka Whakatutukitanga Whānui , Hōtaka CMS CERT )
Nō reira, ehara te whakakapinga i te rārangi tika. He rite tonu ki te mīhini oma i roto i ngā hu. Te ahunga whakamua… engari he paku wiri. 😅
He aha ngā mea ka huri tuatahi: te tūroro noho, te tūroro waho, te tūroro ngaio 🏥
Kāore e ōrite te pānga o ngā mahi waehere katoa. He māmā ake te aunoa i ētahi wāhanga nā te mea he pai ake te hanganga o ngā tuhinga me ngā ture.
Te tūroro o waho me te ngaio
He maha ngā wā ka tere ake te aunoatanga nā te mea:
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nui te rōrahi
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ngā tauira ka taea te whakahoki
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ngā whāngai raraunga hanganga ake
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he māmā ake te whakamahi i ngā whakatika ture + ngā tohu AI ( ngā whakatika CMS NCCI )
Engari ko te uaua o te whakataurite i te E/M, te whakatau kaupapa hauora, me te tirotiro a te kaiutu, kei te pupuri tonu i te tangata kia tino whai tikanga. ( CMS MLN006764 – Ratonga Aromatawai me te Whakahaere )
Tūroro noho
He rerekētanga nui te waehere tūroro noho:
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ngā noho roa me ngā mate maha
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ngā raruraru, ngā mate tāpiri, ngā tikanga
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Ngā pānga o te DRG me te āhuatanga raupapatanga
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te mate tuhituhi tonu ( Aratohu Whakawaehere ICD-10-CM CMS FY 2026 )
Ka taea e te AI te āwhina, engari ko te "tūroro kore pa" he moemoeā noa iho i te mea tūturu mō te nuinga o ngā hōhipera.
Ngā ara motuhake
Ka kitea pea ngā hua nui o te mahi ira-X me te mahi pathology nā te pūrongo hanganga. Ka taea te whakaranu i te ED - he tere, he tauira ngā tuhipoka, engari he pōrearea te ao tūturu.
Te papa pakanga huna: te tutuki i ngā whakaritenga, ngā arotake, me te kawenga 🧾
Koinei te wā ka wiri ai te kupu "whakakapi".
Ahakoa ngā waehere a te AI, ka tau tonu te kawenga ki tētahi wāhi motuhake:
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Te whare
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Te kaiwhakarato nama
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Te kaikōrero i pāwhiri i te "whakaae"
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Ko te kaiwhakahaere nāna i whakatakoto ngā paepae
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Te kaihoko i kī he tika (lol) ( OIG – Aratohu Hōtaka Whakatutukitanga Whānui )
Ko te tikanga, e hiahia ana ngā tīma whakatutuki ture ki:
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te whai i te whai
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te take mō te waehere tiaki
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te tono aratohu pumau
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ngā tuhinga kua rite mō te arotake ( CMS MLN909160 – Ngā Whakaritenga mō te Tuhinga o ngā Rekoata Hauora )
Ka taea e te AI te tautoko i tēnā - engari mēnā anake ka hangaia te tukanga mahi hei tiaki i ngā taunakitanga me te whakaiti i te whakaae matapo. ( NIST AI RMF 1.0 )
He kōrero pūmau tēnei: ki te akiakihia e tō tukanga mahi AI te mahi tā-rapa, kāore koe e penapena moni. Kei te nama koe i te raruraru. Me te huamoni. 😬 ( GAO-19-277 , Kaupapa CMS CERT )
Me pēhea te noho uara: te puranga pūkenga kaikōtui "ātete ki te AI" 💪🧠
Mena he kaiwhakakōmeke hauora koe e pānui ana i tēnei me te kare ā-roto e kikī ana i roto i tō uma, anei te rongo pai: ka taea e koe te whakanoho i a koe anō mō te wāhanga o te mahi kāore e taea e te AI te tango haumaru.
Ngā pūkenga e pakeke haere ana (ahakoa i roto i te taiao e whakamahia ana e te AI):
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Te arotake me te arotake kounga (te kimi i te hapa, kaua ko te tere anake) ( OIG – Aratohu Hōtaka Whānui mō ngā Whakatutukitanga )
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Te whakamārama i ngā aratohu (me te whakamārama mārama) ( Ngā Aratohu Whakawaehere ICD-10-CM CMS FY 2026 )
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Te whakatere i te kaupapa here a te kaiutu (nā te mea he… werawera ngā kaupapa here 🌶️)
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Rautaki mahi tahi me te patai a te CDI
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Tātaritanga pūtake o te whakakorenga ( CMS MLN909160 – Ngā Whakaritenga Tuhinga Pūkete Hauora , Kaupapa CMS CERT )
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Te mātauranga mō te whakatikatika mōrearea (arorau HCC, pono o ngā tuhinga) ( Te Whakatikatika Mōrearea CMS )
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Ngā tohungatanga motuhake (ortho, cardiology, neuro, oncology, me ētahi atu)
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Te whakahaere a te AI - te āwhina i te whakatakoto i ngā paepae, ngā kāwai hapa, ngā porowhita urupare ( NIST AI RMF 1.0 )
Mena he tātaitai te AI, kāore koe e tawhitotia mā te mahi pāngarau pai ake. Ka nui ake tō uara mā te mōhio ki te wā e hē ana te tātaitai, me te take hoki.
Me pēhea te whakatinanatanga o te AI e ngā whakahaere me te kore e whakapōuri i te katoa 😵💫
Mena kei te taha kaiārahi koe, anei ngā tauira whakatinanatanga kua kite ahau e tino whai hua ana:
1) Tīmata ki te "āwhina" kaua ki te "whakakapi"
Whakamahia te AI mō:
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te whakatauranga matua o te tūtohi
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te putanga mai o ngā taunakitanga
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ngā whakaaro waehere me ngā kaute māia
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te ara rerema mahi i runga i te uauatanga
2) Hangaia he porowhita urupare kia rite ki tāu i whakaaro ai
Mena ka whakatikahia e ngā kaiwhakakōtuhi te putanga AI, hopukia taua mea:
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he aha te momo hapa
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he aha i tupu ai
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he aha ngā tuhinga i whakaoho i tēnei
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te auau o te whakahokinga
Ki te kore, e kore rawa te taputapu e pai ake, ā, ka pai ake te aro atu a te katoa ki taua mea.
3) Wehewehea te mahi mā te uauatanga
He tukanga mahi whaihua:
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iti te uaua - he nui ake te aunoatanga
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uauatanga waenga - rerengamahi takirua kaiwhakakōwaehere + AI
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te uauatanga nui - ko te tohunga waehere tuatahi, ko te AI tuarua (āe, tuarua)
4) Inehia ngā putanga tika
Ehara i te mea ko te hua anake. Waihoki:
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ngā reiti whakakorekore
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ngā kitenga arotake
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ngā reiti hurihanga
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te nui o ngā pātai me te kounga o ngā whakautu
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te pai o te kaikōtui (tino) ( Kaupapa CMS CERT )
Ki te piki ake te hua o te mahi, ā, ki te piki ake anō hoki ngā whakakorekore… ehara tēnā i te wikitoria. He raruraru kanapa tēnā.
Te āhua o te heke mai (me te kore he whakaari pūtaiao-pūrākau) 🔮
Kaua e whakaaro kāore he mea e rerekē. Ka rerekē. Engari he tino māmā noa iho te kōrero mō te "mutunga o ngā kaikōmipiuta".
He nui ake te tūponotanga:
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he iti ake ngā tūranga whakauru waehere parakore
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ngā tūranga ranu anō (waehere + arotake + tātari + hanganga ture)
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ka huri ngā tīma waehere hei tīma kounga raraunga
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ka nui ake te pono o ngā tuhinga
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Ka noho te AI hei hoa mahi paerewa māu e tirotiro, ahakoa pai ki a koe, kāore rānei ( NIST AI RMF 1.0 , OIG – Aratohu Hōtaka Whakatutukitanga Whānui )
Āe, ka whakaitihia ētahi mahi i ētahi wāhi. He mea tūturu tēnā. Engari e pai ana te hauora ki ngā ture, ki ngā rerekētanga, ki ngā tūponotanga, me ngā mahi pepa. He maha ngā mea ka taea e te AI te whakahaere… engari he pūkenga tō te hauora ki te tito i ngā mea uaua hou, me te mea he mahi whakangahau.
Te taunga o te waka rererangi: Ka whakakapia rānei e te AI ngā Kaikōmihana Hauora? 🧡
Me tau tēnei waka rererangi.
Ka whakakapia rānei ngā Kaikōrero Hauora e te AI? Ehara i te mea ma, katoa, pūtaiao-pūrākau e kīia ana e te tangata. Ka tino whakaitihia e te AI ngā mahi auau, ka tere ake te kōrero auau, ka akiaki i ngā whakahaere ki te whakarite anō i ngā tīma. Ka nui ake hoki te hiahia mō te tirotiro, te arotake, te tiaki i ngā ture, te rautaki whakakore, me te mahi pono o ngā tuhinga. ( AHIMA – Kete Taputapu Kōrero Āwhina-Rorohiko , OIG – Aratohu Hōtaka Whānui mō te Whakatutukitanga )
Whakarāpopototanga tere 🧾
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Ka nui ake te whakakapi a te AI i ngā wāhanga o ngā mahi waehere i ngā kaiwhakakōtui
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Ka tino pai te mahi a te waehere "kore-pā" i roto i ngā take whaiti, ma, me te auau ( AHIMA – Kete Taputapu Waehere Āwhina-Rorohiko )
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Me whai whakaaro me te kawenga tonu te tangata ki te mahi waehere uaua ( CMS FY 2026 ICD-10-CM Coding Guidelines , CMS MLN909160 – Ngā Whakaritenga mō te Tuhituhinga Rekoata Hauora )
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Ko te ara haumaru ko te tangata-i-roto-i-te-porowhita me ngā ara arotake kaha ( NIST AI RMF 1.0 )
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Ko ngā kaiwhakakōti e tipu ake ana ki te arotake, te tutuki i ngā whakaritenga, te CDI, te kaupapa here utu, me te tohungatanga motuhake ka nui ake te uara ( OIG - Aratohu Kaupapa Whakarite Whānui , Kaupapa CMS CERT )
Hei kōrero pono anō hoki… mēnā ka "whakakapi" katoatia te waehere e te AI, nā te mea kua tino pai te tuhi tuhinga. Ā, koinei te mea tino koretake kua kōrerotia e au i te rā katoa 😂 ( CMS MLN909160 – Ngā Whakaritenga Tuhituhi Pūkete Hauora )
Ngā Pātai Auau
Ka whakakapia katoatia rānei e te AI ngā kaiwhakakōtui hauora i ngā tau torutoru e whai ake nei?
Kāore pea te AI e whakakapi katoa i ngā kaiwhakakōti hauora i roto i ngā wā tata nei. Ko te nuinga o ngā whakatinanatanga o te ao tūturu e aro ana ki te āwhina i ngā mahi o ia rā, nui te rahi, kaua ki te tango noa i te tūranga. Kei te hiahia tonu te whakawā, te whakamārama aratohu, me te mōhio ki ngā ture mō te whakakōti. I roto i te mahi, ka neke ake te mahi a ngā kaiwhakakōti i te mea kāore e hiahiatia ana ngā kaiwhakakōti.
He pēhea te whakamahinga o te AI i roto i ngā tukanga waehere hauora i tēnei wā?
E whakamahia whānuitia ana te AI hei whakaaro i ngā waehere, hei whakaatu i ngā tuhinga e tika ana, hei tohu i ngā āhuatanga ngaro, me te whakarōpū i ngā tūtohi mā te uaua. He maha ngā pūnaha e whakahaere ana i roto i te tauira tangata-i-roto-i-te-porowhita e arotake ana, e whakarerekē ana, e whakakore rānei ngā kaiwhakakōti i ngā whakaaro AI. Ka whakapai ake tēnei i te tere me te kore e whakawhiti i te kawenga. He mea nui tonu te tirotiro mō te tutuki i ngā whakaritenga me te tika.
Ko ēhea ngā wāhanga o te waehere hauora e māmā ake ana mā te AI ki te whakahaere aunoa?
Ka tino pai te mahi a te AI me ngā tūtakitanga auau, kua tuhia paitia pērā i ngā haerenga tūroro o waho, ngā pūrongo motuhake kua whakaritea rānei. He māmā ake te whakahaere aunoa i ngā horopaki nui-rahi i hangaia i runga i ngā tauira ōrite. Ko te rapu waehere, te whakamārama taunakitanga, me te kimi tauira whakakorekore taketake he mea kaha te whakamahi. He uaua tonu te whakatau haumanu uaua.
He aha te take e raru ai te AI ki ngā pūkete hauora uaua, koretake rānei?
He maha ngā wā kei roto i ngā tuhinga haumanu te koretake, ngā tātaritanga taupatupatu, me te reo koretake. Ka taea e te AI te hē te pānui i ngā tohu pēnei i te "tērā pea" me te "whakakore" hei āhuatanga kua whakaūtia. Ka taea hoki e ia te ngaro i tētahi rerenga kōrero nui kotahi e whakarerekē ana i te raupapatanga, i te kaha rānei. Kei te ngākau o te waehere tutuki ēnei āhuatanga, ā, he uaua ki te aunoa haumaru.
Ka whakaitihia e te AI te maha o ngā mahi waehere hauora taumata-whakauru?
Tērā pea ka pēhia ngā tūranga taumata-tīmatanga i te tuatahi i te mea ka tere ake te aunoa o ngā mahi o ia rā. Tērā pea ka whakaroahia te kimi kaimahi e ētahi whakahaere, ko ētahi ka neke i ngā kaiwhakamaori iti ki ngā tūranga tautoko arotake, ki ngā tūranga kounga rānei. He rerekē te pānga i runga i te whakahaere me te raina ratonga. Tērā pea ka piko, ka whirihora anō ngā ara mahi, kaua e ngaro.
He pēhea te pānga o te AI ki te mōrearea o te tutuki i ngā whakaritenga me te mōrearea o te arotake i roto i te waehere hauora?
Ka taea e te AI te whakanui ake i te tere me te mōrearea ina ngoikore te whakahaere. Mā te tere ake o te waehere me te kore he tukanga arotake roa ka piki ake pea ngā reiti whakakorenga, te tūponotanga rānei ki te arotake. Me whai tonu ngā rōpū ture i ngā take whaitake me ngā whakataunga tiaki. Ko te arotake tangata, ngā ara arotake, me te kawenga mārama he mea nui tonu hei ārai.
He aha ngā pūkenga hei āwhina i ngā kaiwhakakōnae hauora kia noho whai hua i roto i te taiao e āwhinahia ana e te AI?
Ko ngā pūkenga e pā ana ki te arotake, te whakamārama aratohu, te tātari kaupapa here a te kaiutu, me te whakahaere whakakorenga ka pakeke haere. Ko ngā kaiwhakakōti e mārama ana he aha te tika o te waehere, ehara i te mea ko tēhea waehere anake hei whiriwhiri, he uaua ake te whakakapi. Ka tāpiri uara anō hoki te tohungatanga motuhake me te mahi tahi a te CDI. He maha ngā tūranga e anga atu ana ki te kounga me te whakahaere.
He mea tūturu te whakamahi i te waehere hauora "kore pā" mō te nuinga o ngā whakahaere?
Ka taea e te waehere kore-pā te mahi mō ngā take whaiti, ngāwari me ngā tuhinga ma. Mō ngā tūtakitanga uaua ki ngā tūroro noho, ki ngā tūtakitanga maha-āhuatanga rānei, he maha ngā wā ka hē. He maha ngā whakahaere e kite ana i ngā hua kaha ake me ngā rerengamahi ranu. Ko te aunoatanga katoa ka whakanui ake i te hiahia mō ngā arotake me ngā whakatikatika i raro iho i te wā, kaua ki te whakakore i te mahi.
Ngā Tohutoro
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Tari o te Kaitirotiro Matua (OIG), Te Tari Hauora me ngā Ratonga Tangata o Amerika - Aratohu Kaupapa Whakatutukitanga Whānui - oig.hhs.gov
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Te Whare Wānanga Paerewa me te Hangarau ā-Motu (NIST) - Anga Whakahaere Mōrearea AI (AI RMF 1.0) - nist.gov
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Te Whare Wānanga Paerewa me te Hangarau ā-Motu (NIST) - Kōtaha AI Whakaputa (NIST AI 600-1) - nist.gov
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Ngā Pokapū mō ngā Ratonga Medicare me Medicaid (CMS) - Ngā Whakaritenga Tuhituhinga Rekoata Hauora (MLN909160) - cms.gov
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Ngā Pokapū mō ngā Ratonga Medicare me Medicaid (CMS) - Ngā Aratohu Whakawaehere ICD-10-CM mō te Tau Pūtea 2026 - cms.gov
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Ngā Pokapū mō ngā Ratonga Medicare me Medicaid (CMS) - Ngā Whakatikatika Kaupapa Whakawaehere Tika ā-Motu (NCCI) - cms.gov
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Te Rōpū Whakahaere Mōhiohio Hauora o Amerika (AHIMA) - Kete Taputapu Waehere Āwhina-Rorohiko - ahima.org
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Ngā Pokapū mō ngā Ratonga Medicare me Medicaid (CMS) - Kaupapa Whakamātautau Reiti Hapa Whānui (CERT) - cms.gov
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Ngā Pokapū mō ngā Ratonga Medicare me Medicaid (CMS) - Ngā Ratonga Aromatawai me te Whakahaere (MLN006764) - cms.gov
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Tari Whakahaere Kawenga a te Kāwanatanga o Amerika (GAO) - GAO-19-277 - gao.gov
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Ngā Pokapū mō ngā Ratonga Medicare me Medicaid (CMS) - Te Whakarerekētanga Mōrearea - cms.gov