Raka'a
1. Gabatarwa zuwa Hankali na Artificial a cikin Laboratory Medical: Matsayi, Iyakoki, Tabbatarwa da La'a 2. Taimakon Taimakon Fassarar Sakamako da Matsayin Magana: Tabbatar da zanen AI 3. Gudanar da Ingancin Inganci da Binciken Delta: Kuskuren Bincike tare da AI 4. Firgita/Mahimmancin Ƙimar Bibiyar da Sanarwa: Tsari-Mahimmancin Tsari 5. Haɗin LIS da Gudun Bayanai: Haɗa AI zuwa Wurin Dama 6. Gudun Aiki Automation: Daga Samfuran Karɓa zuwa Sakamakon Sakamako 7. Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwaƙwalwa na Ƙaƙwalwa, Fitsari da Fitsari da Fitsari da Fitsari ) da Fitsari da Fitsari da Fitsari da Fitsari 8. Pre-Analytical Phase da Samfurin Daidaitawa: Hemolysis, Lipemia, Icterus 9. Rahoto da Sadarwa: Bayyananniyar Sakamako don Likita da Mara lafiya 10. Sirri na Bayanai, KVKK, Da'a da Tabbatar da Samfura 11. Ƙarshe-zuwa Ƙarshen Ƙarshen Aiki, Gudanar da Inganci da Binciken Kai
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Taimakon Taimakon Fassarar Sakamako da Matsayin Magana: Tabbatar da zanen AI

Riba:

  • Fahimtar cewa kewayon nuni ya dogara da shekaru, jinsi, hanya da yawan jama'a kuma ku sami damar tabbatar da gabaɗayan kewayon bayanan sirri tare da jeri na dakin gwaje-gwajenku.
  • Yi amfani da hankali na wucin gadi don samar da fayyace fassarorin farko na sakamakon gwaji kuma ku sami damar ba da fassarar ƙwararrun asibiti da yanke shawara ta ƙarshe.
  • Ikon kama magudanan ruwa kamar ƙimar firgici, rashin daidaituwar ra'ayi, da rashin mahallin asibiti kafin fassarar.

Sakamakon dakin gwaje-gwaje kusan ba shi da ma'ana ba tare da kewayon tunani a ƙarƙashinsa ba. "Ferritin 18" kadai ba babba ko ƙasa; Yana da ma'ana kawai tare da bayanin "18 ng/ml, Maganar mace 15-150". Fassarar sakamako ita ce fasahar sanya lamba cikin mahallin: madaidaicin kewayon tunani, sashin da ya dace, rukunin shekarun jinsi, da yanayin asibiti na majiyyaci. AI na iya zama janareta mai ƙarfi na wannan fassarar - amma wannan shine inda kurakurai mafi haɗari ke faruwa, saboda AI yana ƙware wajen samar da kewayon ma'anar "karɓar gabaɗaya", kuma wannan kewayon ƙila bazai zama daidai da ingantaccen kewayon lab ɗin ku ba.

A cikin wannan rukunin, zaku koyi yadda ake amfani da hankali na wucin gadi a matsayin mataimaki wanda ya riga ya fassara sakamakon ta hanyar da za a iya fahimta; Za mu bi ku ta hanyar yadda ake kama kewayon tunani, naúrar, da mahallin mahallin asibiti kafin fassarar. Ka'idar asali ta kasance ba ta canzawa: AI ta haifar da daftarin fassarar farko; Kwararren ya yanke shawarar sakin fassarar asibiti da ƙarshe.

Me yasa kewayon nuni ba zai iya zama "jini ba"

Tazarar magana ita ce tsakiyar kashi 95% na rarraba ƙimar analyte a cikin adadin da ake ganin lafiya. Yawancin masu canji suna ɓoye a cikin wannan ma'anar:

  • Shekaru: Matsalolin masu nazari da yawa sun bambanta a cikin jarirai, yara, manya da tsofaffi. Alkaline phosphatase (ALP) ya fi girma a cikin yaro fiye da babba saboda girman kashi; Wani wanda bai san wannan ba yana iya tunanin cewa ALP na al'ada na yaron yana da "high".
  • Jinsi: Nazari irin su haemoglobin, ferritin, creatinine, uric acid suna da jeri daban-daban a cikin maza da mata.
  • Hanya da na'ura: Analyte iri ɗaya na iya ba da jeri na lambobi daban-daban tare da hanyoyin auna mabambanta. Don haka, kowane dakin gwaje-gwaje yana tabbatar da kewayon nuni gwargwadon na'urarsa da yawan jama'a.
  • Yanayin jiki: Ciki, yunwa / koshi, lokacin rana (irin su cortisol) suna shafar sakamakon.

Don haka ka'idar babban yatsa ita ce: kewayon nunin da AI ya bayar shine bayanin farko, yayin da kewayon ƙwararrun dakin gwaje-gwajen ku shine ainihin. Lokacin da juna biyu suka yi rikici, na dakin gwaje-gwajenku ya yi nasara.

Hankali: Tambayi AI "wannan darajar al'ada ce?" Tambayoyi da fassara rahoton bisa amsar yana haifar da kurakurai na tsari saboda bambance-bambancen kewayo. Da farko ba da kewayon dakin gwaje-gwajenku zuwa ga gaggawa, sannan ku nemi sharhi.

Mataki-mataki: amintaccen fassarar fassarar sakamako

  1. Bayyana sashin. Ana iya ba da rahoto iri ɗaya a cikin raka'a daban-daban (glucose mg/dL ko mmol/L; calcium mg/dL ko mmol/L). Ba da AI kai tsaye rukunin kuma duba baya idan ya canza.
  2. Samar da kewayon tunani na ku. Ƙara shekaru, jinsi, da kewayon lab ɗin ku zuwa faɗakarwa. Kada ka bari AI ta dace da jeri daga ƙwaƙwalwar ajiyarta.
  3. Ba da mahallin asibiti. Bayani kamar ganewar asali, magunguna, ciki, matsayi na azumi zai iya canza fassarar gaba daya.
  4. Yi alamar tsoro/mahimman ƙima. A sa a duba mahimmin ƙofa kafin fara sharhin; Idan akwai ƙima mai mahimmanci, sanarwa, ba sharhi ba, yana ɗaukar fifiko.
  5. Tace daftarin. Karanta sharhin da AI ya samar, tausasa harshen tabbas, cire abubuwan ganowa, kuma ƙara bayanin kula "tuntuɓi likitan ku."

Tebur mai zuwa yana taƙaita ramummukan tazara na gama gari:

tarko

misali

daidai tsarin

shekaru makanta

Kuskure babban ALP a cikin yaro a matsayin "marasa al'ada"

Yi amfani da takamaiman kewayon shekaru

makanta jinsi

Fassarar ferritin mace da kewayon namiji

Yi amfani da takamaiman kewayon jinsi

Tsangwama na sashi

Kuskure 5.5 mmol/L glucose a matsayin mg/dL

Bayyana sashin a sarari

Bambancin hanya

Aiwatar da kewayon gabaɗaya zuwa na'urar ku

Tabbatar da kewayon lab

rashin mahallin

Fassarar TSH a cikin ciki tare da kewayon gabaɗaya

Ƙara yanayin ilimin lissafi

Iyakar fassarar: sakamakon ba shine ganewar asali ba

Sakamakon dakin gwaje-gwaje wani yanki ne na shaida, ba ganewar asali ba. Babban CRP (protein C-reactive, alamar kumburi) baya nufin "akwai kamuwa da cuta"; Kumburi na iya haifar da dalilai da yawa. Gwajin gwaji mai kyau ba ya nuna takamaiman cuta; Ana buƙatar tabbataccen gwaji da kimantawar asibiti. Lokacin bayyana sakamakon, AI na iya sauƙaƙe madaidaicin jimlolin da ba daidai ba kamar "wannan darajar tana nuna cutar X". Aikin ku shine rage wannan harshe zuwa "wannan darajar na iya dacewa da X, amma ana yin ganewar asali ta hanyar kimantawa na asibiti." Iyaka tsakanin fassarar da ganewar asali shine tsakiya ga ɗabi'ar dakin gwaje-gwaje.

Rauni mai ƙarfi / Ƙarfi mai ƙarfi

Rawanin faɗakarwa:

Haemoglobin 10, ferritin 8. Menene wannan ke nufi, wace cuta ce mai haƙuri ke da shi?

Wannan buƙatar ba ta da ra'ayi, ba ta da shekaru-jinsi, ba ta da iyaka, kuma kai tsaye tana neman gano cutar "wace cuta?" - tura AI zuwa matsayin likita da gayyatar tabbataccen amsar da ba daidai ba.

Ƙarfi mai ƙarfi:

Matsayinku: mataimaki yana shirya DRAFT kafin fassarorin zuwa ƙwararren dakin gwaje-gwaje. Bincike; Yi amfani da harshen "mai yiwuwa"; ƙara bayanin kula yana jagorantar majiyyaci ga likita.Mai haƙuri: mace mai shekaru 34, ba ta da ciki, haila ta yau da kullun. Sakamako (tare da bayanin dakin binciken mu): hoto ga majiyyaci a cikin harshe bayyananne rubuta jita-jita; yin raguwa; Faɗa waɗanne bayanai ke buƙatar kimantawa na asibiti.

Ƙarfi mai ƙarfi yana ba da naúrar da tunani, yana ƙara mahallin asibiti, yana iyakance rawar, kuma yana buƙatar harshen "mai yiwuwa."

uku mini lokuta

Case 1 - Daidaitaccen amfani. Kwararren yana ba da ƙimar Hb 10.2 g/dL, ferritin 8 ng/mL, MCV 74 fL zuwa YZ tare da faɗakarwa mai ƙarfi a sama a cikin mace mai shekaru 34 da haihuwa. YZ ya samar da fa'ida mai ma'ana cewa "ƙananan ferritin da ƙananan MCV na iya dacewa da anemia rashi na baƙin ƙarfe, amma ƙididdigar likita ne ke yin ganewar asali." Kwararre yana tabbatar da jeri na nuni tare da na dakin gwaje-gwajensa kuma ya amince da daftarin. Duration: 2 minutes maimakon 8 minutes.

Case 2 - Tarko kewayon Magana. Wani kwararre ya tambayi YZ game da ƙimar ALP 320 U/L a cikin yaro mai shekaru 5, amma bai fayyace shekarun ba. YZ yana ɗaukar girman girma (kimanin 40-130 U / L) kuma yana fassara sakamakon a matsayin "mahimmanci mai girma, ilimin hanta / kasusuwa ya kamata a yi la'akari." Duk da haka, a cikin yaro mai shekaru 5, 320 U/L na iya zama kusa da al'ada saboda girma na ALP. Sharhin ba daidai ba ne saboda ba a ba da shekaru ba. Darasi: Koyaushe sanya shekaru a cikin hanzari.

Harka 3 - Tsangwama na raka'a. Mai fasaha yana ba da ƙimar glucose 5.5 ga AI ba tare da raka'a ba. YZ yana ɗaukar mg/dL kuma ya ce "alama hypoglycemia"; alhali darajar mmol/L da 5.5 mmol/L (kimanin 99 mg/dL) gaba ɗaya al'ada ce. Tun da ba a kayyade naúrar ba, wata mummunar fassara ta taso. Darasi: ba tare da raka'a ba, ba za a iya fassara lambar ba.

Samfuran gaggawar da za a iya kwafi

FASSARAR DRAFT TEMPLATERole: mataimakiyar shirya daftarin fassarorin farko ga ƙwararrun dakin gwaje-gwaje.Sharuɗɗa: yin ganewar asali; Yi amfani da yaren "mai yiwuwa/zai dace"; A cikin kowane sharhi, nuna wace kewayon tunani kuka ɗauka; kauce wa tabbataccen magana; Ƙara bayanin kula a ƙarshen: "An yi ganewar asali ta hanyar kimantawa na asibiti, tuntuɓi likitan ku." Mara lafiya: [shekaru, jinsi, bayanan asibiti masu dacewa. Sakamako (tare da sashinmu + dakin gwaje-gwaje): [jeri].

TABBATAR TABBATAR KENAN NASARA Ga kowane mai nazari da ke ƙasa: yi amfani da kewayon nunin dakin gwaje-gwaje da na bayar; kar a ƙara kewayo daga ƙwaƙwalwar ajiyar kanta. Nuna ko ya dace da shekaru da jinsi. Idan akwai wani bincike wanda ba a ba da kewayon sa ba, yi masa alama a matsayin "[labarin da ake buƙata]", kar a yi tsammani. Analytes: [jeri].

TEMPLATE UNIIT DUNIYAR RAUKI Duba raka'o'in sakamakon da ke ƙasa. Idan naúrar ta ɓace, rubuta "[naúrar buƙata]". Idan kun tuba, nuna duka tushen da naúrar manufa da ninka; rubuta min matakan tsaka-tsakin don sake ƙididdige sakamakon. Sakamako: [list].

TEMPLATETAR SAUKI HARSHEN HAKURI Fassara sharhin fasaha mai zuwa zuwa harshen Turanci bayyananne wanda mara lafiya ba tare da horon likita ba zai iya fahimta. Kada ku yi amfani da yaren tsoro/ firgita, kar a nuna tabbataccen ganewar asali, ƙare tare da "tuntuɓi likitan ku don kimantawa." Sharhi na fasaha: [rubutu].

Kuskuren gama gari

  • Dogaro da kewayon nunin AI. Gabaɗayan kewayon ƙila ba zai zama kewayon na'urarku/yawan jama'a ba; Ka baiwa uwa darajarka.
  • Tsallake shekaru da jinsi. Yaro, tsofaffi, masu juna biyu da bambance-bambancen jinsi gaba ɗaya sun canza kewayon a yawancin masu nazari.
  • Ba ƙayyade naúrar ba. Lamba ɗaya yana ɗaukar ma'anar asibiti daban-daban a cikin raka'a daban-daban.
  • Tabbatar da harshen bincike. Barin jumlar "Wannan ƙimar cuta ce X" mara gyara yana rikitar da fassara da ganewar asali.
  • Saka darajar firgita a cikin sharhi. Idan akwai ƙima mai mahimmanci, fifiko shine sanarwar gaggawa, ba sharhi ba (Saka ta 4).
Tukwici: Yi “tabbataccen farauta” yayin da kuke karanta daftarin sharhi: nemi kalmomi kamar “nunawa,” “shaida,” “cututtuka,” kuma maye gurbin kowanne da “zai dace da,” “na iya ba da shawarar,” “na buƙatar kimantawa.” Ƙananan bambancin harshe babban bambanci ne na ɗabi'a.

A takaice

Fassarar sakamako shine aikin daidaita lamba tare da daidaitaccen kewayon tunani, madaidaicin raka'a, daidaitaccen shekarun jinsi da mahallin asibiti. Hankali na wucin gadi zai iya samar da jimillar wannan taro da sauri, amma ɗauka cewa kewayon nunin ya zama na duniya, barin sashin, ko yin amfani da harshen gano cutar zai haifar da manyan kurakurai. Amintaccen kwarara: fayyace naúrar, ba da bayanin kai, ba da mahallin asibiti, yiwa mahimman ƙima, tace daftarin. Ƙarshen shaida ce; Ana yin ganewar asali ta hanyar kimantawa na asibiti kuma yanke shawarar sakin fassarar na ƙwararren ne.

Aikin aikace-aikace

Zaɓi sigogi mara kyau guda uku daga rahoton ku (ko samfurin). Ga kowane, rubuta (1) ingantacciyar kewayon nunin dakin gwaje-gwajenku, (2) rukunin, (3) shekarun jinsi da matsayin yanayin jiki, idan akwai. Sa'an nan ƙirƙirar da sauri tare da samfurin "Pre-Fassara", buga shi, kuma gyara kowace jumla tare da ma'anar bincike ta hanyar yin "farauta daidai". A ƙarshe, sauƙaƙe fassarar cikin harshen haƙuri.

jerin abubuwan dubawa

  • [ ] Na fayyace sashin a sarari ga kowane mai nazari.
  • [ ] Na ba da ingantacciyar kewayon nuni na dakin gwaje-gwaje na zuwa ga hanzari.
  • [ ] Na kara shekaru, jinsi da yanayin yanayin jiki (ciki, yunwa, da sauransu).
  • [ ] Na fara duba shi don ganin ko akwai ƙima mai mahimmanci/ firgita.
  • [ ] Na fassara jimlolin gano AI zuwa harshe "mai yiwuwa/masu jituwa".
  • [ ] Na ƙara bayanin kula "Ka tuntuɓi likitan ku" kuma na amince da sharhin a matsayin gwani.