AI a cikin Lantarki Lafiya Record Code
AI yana karanta bayanin kula na asibiti kuma ta atomatik tana ba da daidaitattun lissafin lissafin kuɗi da lambobin tantancewa waɗanda asibitoci ke amfani da su don biyan kuɗi da kula da kulawa.
Dubawa
AI yana karanta bayanin kula na asibiti kuma ta atomatik tana ba da daidaitattun lissafin lissafin kuɗi da lambobin tantancewa waɗanda asibitoci ke amfani da su don biyan kuɗi da kula da kulawa. Yana kaiwa ga wani aiki mai wahala, mai tsada inda masu rikodin ɗan adam ke a hankali, da ƙarancin gaske, kuma masu saurin kurakurai masu tsada.
AI a cikin Lambar rikodin Kiwon Lafiya ta Lantarki tana mai da hankali kan tura aiki mai amfani: jujjuya ƙarfin ƙira zuwa ingantaccen ayyukan aiki na yau da kullun waɗanda ke ba da ƙima mai ƙima.
Zurfafa nutsewa
Dole ne a fassara kowace ziyarar haƙuri zuwa daidaitattun lambobin: ICD-10 don bincikar cututtuka, CPT don hanyoyin, da HCPCS don kayayyaki da ayyuka. Waɗannan lambobin suna fitar da biyan kuɗi na inshora, ƙididdiga-kiwon lafiyar jama'a, da ingantaccen rahoto. A al'adance, ƙwararrun ma'aikatan likitanci sun karanta gabaɗayan ginshiƙi kuma da hannu za su zaɓa daga dubun-dubatar lambobi masu yuwuwa, tsari wanda ke da ƙwaƙƙwaran aiki kuma tushen kurakuran kuɗi akai-akai da da'awar musu. Ƙididdiga ta AI-taimako, sau da yawa ana kiran lambar ta taimaka ta kwamfuta, tana amfani da sarrafa harshe na halitta don karanta bayanan likita, gano rubuce-rubucen yanayi da hanyoyin, da ba da shawarar lambobin da suka dace tare da goyan bayan shaidar da aka nuna a cikin rubutu. Wannan yana saurin fitar da kayan aiki, yana inganta daidaito, kuma yana taimakawa kama yanayin da masu ƙididdigewa za su iya ɓacewa, yayin da ke nuna gibin takaddun shaida ga likitocin.
Fahimtar Fasaha
ICD-10 ita kaɗai tana da kusan lambobi 70,000, yana mai da wannan matsananciyar matsala ta rabe-rabe masu yawa. Tsarika sun haɗu da gano mahaɗan NLP, waɗanda ke nemo bincike da hanyoyin bincike a cikin rubutu, tare da yin taswira zuwa matsayi na lamba da ƙa'idodi waɗanda ke tilasta jagororin coding (jeri, ƙayyadaddun ƙayyadaddun bayanai, haɗawa). Ƙarfafan aiwatarwa suna ba da haɗin shaida, yana nuna ainihin jumlar da ke tabbatar da kowane lamba, wanda ke da mahimmanci don tantancewa, bin doka, da kuma kare da'awar a kan musun masu biyan kuɗi.
Mastering AI a cikin Lantarki Lafiya Record Code
Don gina zurfin fahimta, kula da AI a cikin Lantarki na Kiwon Lafiyar Lantarki azaman samfurin aiki, ba fasali ɗaya ba. Ƙayyade sakamakon da ake so, fayyace zato, kuma raba abin da tsarin zai iya yi da dogaro daga abin da har yanzu ke buƙatar yanke hukunci na ƙwararru.
A aikace, ƙungiyoyi masu ƙarfi da ke amfani da AI a cikin Lantarki na Kiwon Lafiyar Lantarki suna mai da hankali kan sakamakon gudanawar aiki, ba ƙirar ƙira ba, da ayyana wuraren binciken ɗan adam da wuri. Suna rubuta ƙayyadaddun ƙa'idodin nasara, gwaji akan bayanan gaskiya da gudanawar aiki, da jujjuyawar bisa ga tsarin gazawar da aka lura maimakon cin nasara na lokaci ɗaya. Wannan shine inda fahimtar ka'idar ta juya zuwa iyawa mai dorewa a cikin samfura, manufofi, da ayyuka.
Tsarin matakin aikace-aikacen yana ƙayyade ko AI yana inganta sakamako na gaske. A lokaci guda, sarrafa tsarin da ya karye zai iya haɓaka matsalolin da ke akwai. Hanyar da ta fi dacewa ita ce haɗa saurin gwaji tare da horon gudanarwa: gudanar da matukin jirgi, kama shaida, buga rajistan ayyukan yanke shawara, da ci gaba da sabunta abubuwan tsaro kamar yadda halayen ƙira, tsammanin mai amfani, da buƙatun tsari ke tasowa.
Dabarun Tasiri
Tsarin matakin aikace-aikacen yana ƙayyade ko AI yana inganta sakamako na gaske.
Tsarin matakin aikace-aikacen yana ƙayyade ko AI yana inganta sakamako na gaske. A cikin ƙawance masu inganci, ana fassara wannan zuwa ƙa'idodin aiki waɗanda za a iya aunawa, iyakokin ikon mallaka, da kuma bita-da-kullin bita don ƙungiyoyi su iya haɓaka kwarin gwiwa a maimakon ɓata shakku.
Kyakkyawan haɗin gwiwar aiki yana haifar da ribar yawan aiki masu amfani za su iya amincewa.
Kyakkyawan haɗin gwiwar aiki yana haifar da ribar yawan aiki masu amfani za su iya amincewa. A cikin ƙawance masu inganci, ana fassara wannan zuwa ƙa'idodin aiki waɗanda za a iya aunawa, iyakokin ikon mallaka, da kuma bita-da-kullin bita don ƙungiyoyi su iya haɓaka kwarin gwiwa a maimakon ɓata shakku.
Abubuwan da aka yi amfani da su da kyau suna rage gajiyar canji da haɗarin aiwatarwa.
Abubuwan da aka yi amfani da su da kyau suna rage gajiyar canji da haɗarin aiwatarwa. A cikin ƙawance masu inganci, ana fassara wannan zuwa ƙa'idodin aiki waɗanda za a iya aunawa, iyakokin ikon mallaka, da kuma bita-da-kullin bita don ƙungiyoyi su iya haɓaka kwarin gwiwa a maimakon ɓata shakku.
Aiwatar da Gaskiyar Duniya
Ƙungiyoyin Radiology suna amfani da injunan ƙididdiga masu zaman kansu (misali, daga dillalai kamar Nym ko CodaMetrix) don sanya lambobin ICD-10 da CPT zuwa rahotannin hoto tare da ɗan bitar ɗan adam.
Kayan aikin coding na taimakon kwamfuta kamar 3M (Solventum) 360 Encompass suna ba da shawarar lambobi ga masu rikodin ɗan adam kuma suna haskaka takaddun tallafi.
Ƙungiyoyin amincin takaddun shaida na asibiti suna amfani da AI don ƙaddamar da bayanan kula waɗanda ba su da ƙayyadaddun da ake buƙata don ingantaccen coding da kuma sa likitoci su fayyace.
Tsarin kiwon lafiya yana gudanar da bincike na farko na AI don kama ƙarancin codeing ko fiye da kima kafin ƙaddamar da da'awar, rage musun masu biyan kuɗi.
Hanyoyin Aiwatarwa
AI a cikin Lantarki Lafiya Record Codeing a aikace
Ƙungiyoyin Radiology suna amfani da injunan coding masu cin gashin kansu (misali, daga dillalai kamar Nym ko CodaMetrix) don sanya lambobin ICD-10 da CPT zuwa rahotannin hoto tare da ɗan bitar ɗan adam.
Ƙungiyoyi yawanci suna samun sakamako mafi kyau lokacin da suka ayyana ma'auni masu inganci a gaba, kiyaye hanyar haɓakar ɗan adam don shari'o'in ƙira, da bin duk nasarorin samarwa da ƙimar kuskure akan lokaci.
AI a cikin Lantarki Lafiya Record Codeing a aikace
Kayan aikin coding na taimakon kwamfuta kamar 3M (Solventum) 360 Encompass suna ba da shawarar lambobi ga masu rikodin ɗan adam kuma suna haskaka takaddun tallafi.
Ƙungiyoyi yawanci suna samun sakamako mafi kyau lokacin da suka ayyana ma'auni masu inganci a gaba, kiyaye hanyar haɓakar ɗan adam don shari'o'in ƙira, da bin duk nasarorin samarwa da ƙimar kuskure akan lokaci.
AI a cikin Lantarki Lafiya Record Codeing a aikace
Ƙungiyoyin amincin takaddun takaddun asibiti suna amfani da AI don tuta bayanin kula waɗanda ba su da ƙayyadaddun ƙayyadaddun da ake buƙata don ingantaccen coding da kuma sa likitoci su fayyace.
Ƙungiyoyi yawanci suna samun sakamako mafi kyau lokacin da suka ayyana ma'auni masu inganci a gaba, kiyaye hanyar haɓakar ɗan adam don shari'o'in ƙira, da bin duk nasarorin samarwa da ƙimar kuskure akan lokaci.
AI a cikin Lantarki Lafiya Record Codeing a aikace
Tsarin kiwon lafiya yana gudanar da bincike na AI kafin yin lissafin kuɗi don kama ƙarancin codeing ko fiye kafin a ƙaddamar da da'awar, rage musun masu biyan kuɗi.
Ƙungiyoyi yawanci suna samun sakamako mafi kyau lokacin da suka ayyana ma'auni masu inganci a gaba, kiyaye hanyar haɓakar ɗan adam don shari'o'in ƙira, da bin duk nasarorin samarwa da ƙimar kuskure akan lokaci.
Hatsari & Tsare-tsare
Yin aiki da ɓaryayyen tsari na iya haɓaka matsalolin da ke akwai.
Ƙungiyoyi na iya wuce gona da iri kuma su cire hukuncin ɗan adam da ake buƙata.
Ingancin na iya motsawa idan ba a ci gaba da kimanta abubuwan da aka fitar ba.
Taswirar Hanya
Taswirar tsarin aiki na yanzu kuma gano matakin mafi girman juzu'i.
Yi la'akari da wannan a matsayin ƙofar shaida: idan ba a cika ka'idodin ba, dakatar da fitowar, rufe tazarar, sannan kawai faɗaɗa amfani.
Ƙayyade wuraren bincike na ɗan adam kafin cikakken aiki da kai.
Yi la'akari da wannan a matsayin ƙofar shaida: idan ba a cika ka'idodin ba, dakatar da fitowar, rufe tazarar, sannan kawai faɗaɗa amfani.
Horar da masu amfani akan faɗakarwa, hanyoyin haɓakawa, da ƙa'idodi masu inganci.
Yi la'akari da wannan a matsayin ƙofar shaida: idan ba a cika ka'idodin ba, dakatar da fitowar, rufe tazarar, sannan kawai faɗaɗa amfani.
Bibiyar sakamakon matakin ɗawainiya don tabbatar da ƙima mai dorewa.
Yi la'akari da wannan a matsayin ƙofar shaida: idan ba a cika ka'idodin ba, dakatar da fitowar, rufe tazarar, sannan kawai faɗaɗa amfani.
Ci gaba da Bincike
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