{"id":14608,"date":"2026-03-11T06:29:00","date_gmt":"2026-03-11T05:29:00","guid":{"rendered":"https:\/\/www.leaplytics.de\/?p=14608"},"modified":"2026-03-08T23:30:40","modified_gmt":"2026-03-08T22:30:40","slug":"ai-izrakstisanas-vestules-dokumentacija-slimnicas-kas-patiesiba-darbojas-un-kas-ne","status":"publish","type":"post","link":"https:\/\/www.leaplytics.de\/lv\/ai-izrakstisanas-vestules-dokumentacija-slimnicas-kas-patiesiba-darbojas-un-kas-ne\/","title":{"rendered":"AI izrakst\u012b\u0161anas v\u0113stules dokument\u0101cija slimn\u012bc\u0101s: Kas paties\u012bb\u0101 darbojas un kas n\u0113?"},"content":{"rendered":"

Lieto\u0161anas gad\u012bjums: Kl\u012bnisko dokument\u0101ciju ar m\u0101ksl\u012bg\u0101 intelekta pal\u012bdz\u012bbu - Nozare: Slimn\u012bcas un vesel\u012bbas apr\u016bpe - Auditorija: Auditori: \u0101rsti, medic\u012bnas direktori, programmat\u016bras l\u0113mumu pie\u0146\u0113m\u0113ji<\/em><\/p>\n\n\n\n\n

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Probl\u0113ma: dokument\u0101cija, kas aiz\u0146em medic\u012bnai nepiecie\u0161amo laiku<\/h2>\n\n\n\n\n

Katrs \u0101rsts zina \u0161o br\u012bdi. Ir izrakst\u012bts p\u0113d\u0113jais dienas pacients. Pal\u0101t\u0101 ir k\u013cuvis klus\u0101k. Bet darbs nav pabeigts - jo AI izlaiduma v\u0113stule<\/strong> v\u0113l nav uzrakst\u012bts, t\u0101pat k\u0101 tr\u012bs no vakardienas. Izrakst\u012b\u0161anas kopsavilkums ir viens no laika zi\u0146\u0101 viskritisk\u0101kajiem dokumentiem slimn\u012bc\u0101: tas ir nepiecie\u0161ams nos\u016bt\u012btajiem \u0101rstiem, no t\u0101 ir atkar\u012bga turpm\u0101k\u0101 apr\u016bpe, un nepiln\u012bgas vai nov\u0113lotas v\u0113stules rada re\u0101lu kl\u012bnisko risku. Tom\u0113r liel\u0101kaj\u0101 da\u013c\u0101 slimn\u012bcu to joproj\u0101m raksta manu\u0101li, nov\u0113loti un d\u0101rg\u0101k\u0101 persona \u0113k\u0101 - \u0101rst\u0113jo\u0161ais \u0101rsts - bie\u017ei vien v\u0113l ilgi p\u0113c pacienta aizie\u0161anas. V\u0101ciski run\u0101jo\u0161\u0101s valst\u012bs veiktajos p\u0113t\u012bjumos l\u0113sts, ka \u0101rsti dokument\u0101cijai pat\u0113r\u0113 no 30 l\u012bdz 50 procentiem sava darba laika. T\u0101 nav darba pl\u016bsmas probl\u0113ma. T\u0101 ir struktur\u0101la probl\u0113ma, kas tie\u0161i samazina pacientu apr\u016bpei atv\u0113l\u0113to laiku, palielina \u0101rstu izdeg\u0161anu un veicina person\u0101la main\u012bbu nozar\u0113, kas jau t\u0101 ir pak\u013cauta lielam jaudas spiedienam.<\/p>\n\n\n\n\n

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K\u0101p\u0113c standarta r\u012bki nav piem\u0113roti kl\u012bniskai dokument\u0101cijai<\/h2>\n\n\n\n\n

1. Tikai runas atpaz\u012b\u0161ana atrisina nepareizu probl\u0113mu<\/h3>\n\n\n\n\n

Daudzas slimn\u012bcas jau ir ieguld\u012bju\u0161as l\u012bdzek\u013cus runas teksta p\u0101rveido\u0161anas programmat\u016br\u0101. \u0100rsti dikt\u0113, sist\u0113ma transkrib\u0113, un tad s\u0101kas \u012bstais darbs: transkripcijas k\u013c\u016bdu labo\u0161ana, rezult\u0101tu struktur\u0113\u0161ana, p\u0101rveido\u0161ana, lai tas atbilstu vajadz\u012bgajam v\u0113stules paraugam, ICD kodu pievieno\u0161ana, z\u0101\u013cu nosaukumu un devu p\u0101rbaude. Runas atpaz\u012b\u0161ana p\u0101rv\u0113r\u0161 izrun\u0101tos v\u0101rdus tekst\u0101. T\u0101 nerada saska\u0146otu, struktur\u0113tu, kl\u012bniski prec\u012bzu izrakst\u012b\u0161anas v\u0113stuli. Rezult\u0101ts ir noraksts, kas joproj\u0101m prasa iev\u0113rojamu manu\u0101lu p\u0113capstr\u0101di - bie\u017ei vien to veic dikt\u0113jo\u0161ais \u0101rsts, kas izn\u012bcina liel\u0101ko da\u013cu laika ietaup\u012bjuma. K\u0101 tas tie\u0161i nor\u0101d\u012bts iepriek\u0161 redzamaj\u0101 rekl\u0101m\u0101: Spracherkennung reicht nicht, wenn Nacharbeit bleibt<\/em> - runas atpaz\u012b\u0161ana nav pietiekama, ja ir nepiecie\u0161ama p\u0113capstr\u0101de.<\/p>\n\n\n\n\n

2. Visp\u0101r\u012bgi AI rakst\u012b\u0161anas r\u012bki nav piel\u0101goti medic\u012bniski juridiskaj\u0101m pras\u012bb\u0101m<\/h3>\n\n\n\n\n

Pieejamie m\u0101ksl\u012bg\u0101 intelekta rakst\u012b\u0161anas asistenti, tostarp visp\u0101r\u0113jas noz\u012bmes lielie valodas mode\u013ci, var rad\u012bt vienm\u0113r\u012bgu tekstu, ta\u010du tie nav apm\u0101c\u012bti atbilsto\u0161i kl\u012bnisk\u0101s dokument\u0101cijas standartiem, nav integr\u0113jami ar slimn\u012bcu inform\u0101cijas sist\u0113m\u0101m (KIS\/HIS) un nevar dro\u0161i ieg\u016bt struktur\u0113tus datus no eso\u0161ajiem pacientu ierakstiem. V\u0113l b\u016btisk\u0101k ir tas, ka tie nav inform\u0113ti par medic\u012bniski juridiskaj\u0101m pras\u012bb\u0101m, kas regul\u0113 izrakst\u012b\u0161anas v\u0113stules V\u0101cij\u0101 un Austrij\u0101: pien\u0101kumu izrakstot no slimn\u012bcas iek\u013caut konkr\u0113tus diagnostikas rezult\u0101tus, attiec\u012bg\u0101s proced\u016bras, nor\u0101d\u012bjumus par turpm\u0101ko r\u012bc\u012bbu un medikamentus t\u0101d\u0101 form\u0101t\u0101, kas atbilst V\u0101cijas un Austrijas ties\u012bbu aktiem. Bundes\u00e4rztekammer<\/a> vadl\u012bnijas. Visp\u0101r\u0113js m\u0101ksl\u012bg\u0101 intelekta r\u012bks, kas halucin\u0113 z\u0101\u013cu nosaukumu vai izlai\u017e sekund\u0101ru diagnozi, ne tikai rada sliktu dokumentu - tas rada atbild\u012bbu.<\/p>\n\n\n\n\n

3. Integr\u0101cijas tr\u016bkums noz\u012bm\u0113 dubultu datu ievad\u012b\u0161anu<\/h3>\n\n\n\n\n

Liel\u0101k\u0101s da\u013cas kl\u012bniskaj\u0101 vid\u0113 ieviesto dokument\u0101cijas r\u012bku galven\u0101 k\u013c\u016bda ir izol\u0101cija. R\u012bks atrodas \u0101rpus eso\u0161\u0101s slimn\u012bcas inform\u0101cijas sist\u0113mas. \u0100rsti ievada pacientu datus KIS un p\u0113c tam tos atk\u0101rtoti ievada vai kop\u0113 un iel\u012bm\u0113 dokument\u0101cijas r\u012bk\u0101. T\u0101 nav automatiz\u0101cija; tas ir papildu darbs ar citu saskarni. . kl\u012bnisk\u0101 dokument\u0101cija AI<\/strong> lai nodro\u0161in\u0101tu ietaup\u012bjumus re\u0101l\u0101 laik\u0101, tai ir j\u0101lasa dati no sist\u0113m\u0101m, kur\u0101s jau ir pacientu dati: KIS, laboratorijas sist\u0113mas, radiolo\u0123ijas zi\u0146ojumi, z\u0101\u013cu uzskaites. Bez divvirzienu integr\u0101cijas r\u012bks nevis nov\u0113r\u0161, bet gan pievieno papildu soli.<\/p>\n\n\n\n\n

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LeapLytics pieeja: K\u0101 faktiski darbojas izrakst\u012b\u0161anas dokument\u0101cija ar m\u0101ksl\u012bg\u0101 intelekta pal\u012bdz\u012bbu?<\/h2>\n\n\n\n\n

LeapLytics veido m\u0101ksl\u012bg\u0101 intelekta sist\u0113mas, pamatojoties uz galveno principu: m\u0101ksl\u012bgais intelekts veic rut\u012bnas darbus, lai \u0101rsts var\u0113tu koncentr\u0113ties uz spriedumu. Attiec\u012bb\u0101 uz izrakst\u012b\u0161an\u0101s v\u0113stules dokument\u0101ciju tas noz\u012bm\u0113 struktur\u0113tu darba pl\u016bsmu, kur\u0101 AI veic las\u012b\u0161anu, izrakstu ieg\u016b\u0161anu un sagatavo\u0161anu, bet \u0101rsts to p\u0101rbauda, labo un paraksta. L\u016bk, k\u0101 tas izskat\u0101s praks\u0113:<\/p>\n\n\n

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  1. \n Savienojums ar eso\u0161ajiem pacientu datu avotiem.<\/strong>\n Sist\u0113ma integr\u0113jas ar j\u016bsu slimn\u012bcas KIS un attiec\u012bgaj\u0101m apak\u0161sist\u0113m\u0101m - laboratorisko izmekl\u0113jumu rezult\u0101tiem, radiolo\u0123iskajiem p\u0101rskatiem, medikamentu uzskaiti, proced\u016bru dokument\u0101ciju. Nav manu\u0101las datu atk\u0101rtotas ievad\u012b\u0161anas. Pacientu dati iepl\u016bst m\u0101ksl\u012bg\u0101 intelekta sl\u0101n\u012b autom\u0101tiski izrakst\u012b\u0161anas uzs\u0101k\u0161anas br\u012bd\u012b. Integr\u0101cija tiek konfigur\u0113ta vienu reizi katr\u0101 slimn\u012bcas vid\u0113 un piel\u0101gota konkr\u0113tajai sist\u0113mas videi (piem\u0113ram, Orbis, iMedOne, Nexus, SAP IS-H).\n <\/li>\n
  2. \n M\u0101ksl\u012bgais intelekts nolasa un izraksta kl\u012bniski svar\u012bgo saturu.<\/strong>\n No savienotajiem datu avotiem AI identific\u0113 un struktur\u0113 galvenos elementus, kas nepiecie\u0161ami piln\u012bgai izrakst\u012b\u0161an\u0101s v\u0113stulei: prim\u0101r\u0101s un sekund\u0101r\u0101s diagnozes ar ICD kodiem, attiec\u012bg\u0101s proced\u016bras un atradumi, laboratorisko izmekl\u0113jumu rezult\u0101ti \u0101rpus references diapazoniem, att\u0113lveido\u0161anas secin\u0101jumi, medikamenti izrakst\u012b\u0161anas br\u012bd\u012b un ieteikumi turpm\u0101kai kontrolei. \u0160is ieguves posms aizst\u0101j manu\u0101l\u0101s dokument\u0113\u0161anas laikietilp\u012bg\u0101ko da\u013cu - visu pacienta ierakstu las\u012b\u0161anu, lai atrastu to, kas j\u0101iek\u013cauj izraksta v\u0113stul\u0113.\n <\/li>\n
  3. \n Struktur\u0113ts projekts tiek \u0123ener\u0113ts slimn\u012bcas v\u0113stules veidn\u0113.<\/strong>\n Ieg\u016btais saturs tiek apkopots izrakst\u012b\u0161anas v\u0113stules projekt\u0101, kas atbilst slimn\u012bcas dokumenta veidnei, tostarp virsrakstiem, sada\u013cu sec\u012bbai, format\u0113\u0161anas konvencij\u0101m un visiem nepiecie\u0161amajiem juridiskajiem vai administrat\u012bvajiem laukiem. Projekts nav visp\u0101r\u012bgs rezult\u0101ts; tas ir iepriek\u0161 format\u0113ts atbilsto\u0161i nos\u016bt\u012bt\u0101jam \u0101rstam un iest\u0101dei, izmantojot specialit\u0101tei atbilsto\u0161u valodas re\u0123istru un detaliz\u0101cijas pak\u0101pi (piem\u0113ram, iek\u0161\u0137\u012bgo slim\u012bbu un \u0137irur\u0123ijas noda\u013cas).\n <\/li>\n
  4. \n \u0100rsts p\u0101rbauda, redi\u0123\u0113 un apstiprina.<\/strong>\n Projekts tiek par\u0101d\u012bts \u0101rsta darba pl\u016bsm\u0101 - vai nu KIS, vai viegl\u0101 p\u0101rskat\u012b\u0161anas saskarn\u0113 -, lai to var\u0113tu labot un parakst\u012bt. \u0160aj\u0101 posm\u0101 kl\u012bniskais v\u0113rt\u0113jums ir neaizst\u0101jams: \u0101rsts apstiprina diagnozes, papildina kontekstu, kas nav fiks\u0113ts struktur\u0113tajos datos, un nodro\u0161ina, ka v\u0113stule prec\u012bzi atspogu\u013co kl\u012bnisko realit\u0101ti. M\u0101ksl\u012bgais intelekts ir paveicis smago darbu; \u0101rsts nodro\u0161ina kompetenci un atbild\u012bbu.\n <\/li>\n
  5. \n Parakst\u012bt\u0101 v\u0113stule tiek nos\u016bt\u012bta autom\u0101tiski.<\/strong>\n P\u0113c apstiprin\u0101\u0161anas izrakst\u012b\u0161an\u0101s v\u0113stule tiek re\u0123istr\u0113ta KIS, nos\u016bt\u012bta nos\u016bt\u012bt\u0101jam \u0101rstam pa konfigur\u0113to izvades kan\u0101lu (faksu, dro\u0161u e-pastu, eArztbrief) un arhiv\u0113ta. Nav manu\u0101la eksport\u0113\u0161ana, nav druk\u0101\u0161anas un sken\u0113\u0161anas cikla, nav v\u0113stules, kas atrodas pastkast\u012bt\u0113 un gaida, kad k\u0101ds to apstr\u0101d\u0101s. Port\u0101ls LeapLytics AI platforma<\/a> veic mar\u0161rut\u0113\u0161anu, pamatojoties uz iepriek\u0161 konfigur\u0113tiem noteikumiem katram departamentam un dokumentu tipam.\n <\/li>\n
  6. \n Laika gait\u0101 sist\u0113ma m\u0101c\u0101s no korekcij\u0101m.<\/strong>\n P\u0101rskat\u012b\u0161anas posm\u0101 \u0101rstu veiktie labojumi tiek iek\u013cauti atpaka\u013c model\u012b. Ja konkr\u0113ta noda\u013ca konsekventi p\u0101rstruktur\u0113 konkr\u0113tu sada\u013cu vai specializ\u0101cijas komanda izmanto at\u0161\u0137ir\u012bgu terminolo\u0123iju, sist\u0113ma piel\u0101gojas. Ned\u0113\u013cu un m\u0113ne\u0161u laik\u0101 projekta kvalit\u0101te uzlabojas l\u012bdz t\u0101dam l\u012bmenim, ka p\u0101rskat\u012b\u0161anas posms k\u013c\u016bst patie\u0161\u0101m \u0101trs - nevis t\u0101p\u0113c, ka \u0101rsti to izlai\u017e, bet gan t\u0101p\u0113c, ka ir maz\u0101k labojamo.\n <\/li>\n<\/ol>\n\n\n\n
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    Kas main\u0101s \u0101rsta ikdien\u0101?<\/h2>\n\n\n\n\n

    Vissteidzam\u0101k\u0101 izmai\u0146a ir laiks. Slimn\u012bcas, kas ir ieviesu\u0161as izrakst\u012b\u0161anas dokument\u0101ciju ar m\u0101ksl\u012bg\u0101 intelekta pal\u012bdz\u012bbu, konsekventi zi\u0146o, ka v\u0113stules sagatavo\u0161anas laiks samazin\u0101s no vid\u0113ji 20-40 min\u016bt\u0113m uz vienu pacientu l\u012bdz 5-10 min\u016bt\u0113m p\u0101rskat\u012b\u0161anai un parakst\u012b\u0161anai. Noda\u013cas \u0101rstam, kur\u0161 ned\u0113\u013c\u0101 ir atbild\u012bgs par 8-12 izrakst\u012b\u0161anas gad\u012bjumiem, tas ir vair\u0101kas stundas atg\u016bt\u0101 laika - laika, kas atkal tiek velt\u012bts kontaktiem ar pacientiem, noda\u013cu apskatei un kl\u012bnisko l\u0113mumu pie\u0146em\u0161anai.<\/p>\n\n\n\n\n

    Otra izmai\u0146a ir saist\u012bta ar laiku. Atbr\u012bvo\u0161anas v\u0113stules, kas iepriek\u0161 bija nepiln\u012bgas 48-72 stundas p\u0113c pacienta izrakst\u012b\u0161anas, jo \u0101rstam nebija laika t\u0101s uzrakst\u012bt, tagad ir pieejamas da\u017eu stundu laik\u0101. Nos\u016bto\u0161ie \u0101rsti \u0101tr\u0101k sa\u0146em piln\u012bgu un prec\u012bzu dokument\u0101ciju. Turpm\u0101k\u0101s viz\u012btes tiek pl\u0101notas ar pareizu inform\u0101ciju. Medikamentu nodo\u0161ana ir dro\u0161\u0101ka, jo izrakst\u012b\u0161anas z\u0101\u013cu saraksts ir prec\u012bzs un savlaic\u012bgs.<\/p>\n\n\n\n\n

    Tre\u0161\u0101 p\u0101rmai\u0146a ir maz\u0101k paman\u0101ma, bet tikpat svar\u012bga: samazin\u0101s \u0101rstu izdeg\u0161ana no administrat\u012bv\u0101s p\u0101rslodzes.<\/strong> Dokument\u0101cijas slogs ir viens no visbie\u017e\u0101k piemin\u0113tajiem \u0101rstu neapmierin\u0101t\u012bbas un aizpl\u016b\u0161anas iemesliem V\u0101cijas slimn\u012bc\u0101s. Atbr\u012bvojoties no dienas beig\u0101s neizrakst\u012bto v\u0113stu\u013cu kaudzes, tiek ne tikai ietaup\u012bts laiks - tas maina darba dienas emocion\u0101lo strukt\u016bru. Saska\u0146\u0101 ar Deutsches \u00c4rzteblatt<\/a>, dokument\u0101cijas slogs \u0161obr\u012bd ir viens no trim galvenajiem iemesliem, k\u0101d\u0113\u013c \u0101rsti apsver karjeras mai\u0146u. T\u0101s samazin\u0101\u0161anai ir izm\u0113r\u0101ma ietekme uz darbinieku notur\u0113\u0161anu.<\/p>\n\n\n\n\n

    Programmat\u016bras l\u0113mumu pie\u0146\u0113m\u0113jiem un medic\u012bnas direktoriem, kas nov\u0113rt\u0113 m\u0101ksl\u012bg\u0101 intelekta r\u012bkus kl\u012bniskajai dokument\u0101cijai, attiec\u012bgie rezult\u0101tu r\u0101d\u012bt\u0101ji ir vienk\u0101r\u0161i: vid\u0113jais laiks no pacienta izrakst\u012b\u0161anas l\u012bdz v\u0113stules aizpild\u012b\u0161anai, \u0101rsta pavad\u012btais laiks, kas velt\u012bts dokument\u0101cijai vien\u0101 mai\u0146\u0101, v\u0113stules aizpild\u012b\u0161anas r\u0101d\u012bt\u0101ji p\u0113c pirm\u0101s redakcijas un turpm\u0101ko piepras\u012bjumu r\u0101d\u012bt\u0101ji no nos\u016bt\u012btajiem \u0101rstiem. Visi \u0161ie r\u0101d\u012bt\u0101ji ir izm\u0113r\u0101mi pirms un p\u0113c ievie\u0161anas, un tas padara ekonomiski pamatoti. medic\u012bnisk\u0101 v\u0113stule AI programmat\u016bra<\/strong> neparasti konkr\u0113tas sal\u012bdzin\u0101jum\u0101 ar daudz\u0101m invest\u012bcij\u0101m digit\u0101laj\u0101 vesel\u012bbas jom\u0101.<\/p>\n\n\n\n\n

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    BIE\u017dI UZDOTIE JAUT\u0100JUMI: Bie\u017e\u0101k uzdotie jaut\u0101jumi no slimn\u012bcu l\u0113mumu pie\u0146\u0113m\u0113jiem<\/h2>\n\n\n\n\n

    K\u0101 sist\u0113ma nodro\u0161ina datu aizsardz\u012bbu un pacientu priv\u0101tumu saska\u0146\u0101 ar GDPR un V\u0101cijas slimn\u012bcu likumiem?<\/h3>\n\n\n\n\n

    Visi pacientu dati tiek apstr\u0101d\u0101ti slimn\u012bcas infrastrukt\u016br\u0101 vai V\u0101cij\u0101 izvietot\u0101 m\u0101ko\u0146vid\u0113, kas atbilst GDPR pras\u012bb\u0101m - pacientu dati netiek nos\u016bt\u012bti \u0101r\u0113jiem m\u0101ksl\u012bg\u0101 intelekta pakalpojumu sniedz\u0113jiem vai izmantoti mode\u013cu apm\u0101c\u012bbai \u0101rpus slimn\u012bcas kontroles. Sist\u0113ma darbojas, pamatojoties uz datu apstr\u0101des l\u012bgumu (Auftragsverarbeitungsvertrag), kas atbilst DSGVO 28. pantam, un piek\u013cuve tiek kontrol\u0113ta, izmantojot eso\u0161o slimn\u012bcas lomu un ties\u012bbu p\u0101rvald\u012bbu. LeapLytics ievie\u0161anas laik\u0101 sadarbojas ar katras slimn\u012bcas datu aizsardz\u012bbas speci\u0101listu, lai nodro\u0161in\u0101tu piln\u012bgu atbilst\u012bbu piem\u0113rojamajam tiesiskajam regul\u0113jumam, tostarp attiec\u012bgajiem valsts slimn\u012bcu likumiem (Landeskrankenhausgesetze).<\/p>\n\n\n\n\n

    Kas notiek, ja AI projekt\u0101 ir k\u013c\u016bda - kas ir atbild\u012bgs?<\/h3>\n\n\n\n\n

    \u0100rsts, kur\u0161 izraksta v\u0113stuli p\u0101rbauda un paraksta, uz\u0146emas t\u0101du pa\u0161u kl\u012bnisko un juridisko atbild\u012bbu k\u0101 \u0161odien. AI sagatavo projektu, \u0101rsts apstiprina dokumentu. Struktur\u0101li tas ir identiski tam, k\u0101 jaun\u0101kais \u0101rsts vai medic\u012bnas sekret\u0101rs sagatavo projektu konsultanta p\u0101rskat\u012b\u0161anai - V\u0101cijas kl\u012bniskaj\u0101 praks\u0113 jau iedibin\u0101ta darba pl\u016bsma. Sist\u0113ma ir skaidri izstr\u0101d\u0101ta, lai saglab\u0101tu \u0101rstu k\u0101 atbild\u012bgo pusi, nevis lai apietu kl\u012bnisko v\u0113rt\u0113jumu. \u012asteno\u0161ana ietver oblig\u0101tu p\u0101rskat\u012b\u0161anas posmu, ko nevar izlaist, un sist\u0113ma re\u0123istr\u0113 visas redakcijas un apstiprin\u0101jumus ar laika z\u012bm\u0113m rev\u012bzijas vajadz\u012bb\u0101m.<\/p>\n\n\n\n\n

    Cik ilgs ir ievie\u0161anas laiks un vai tam nepiecie\u0161ams liels IT projekts?<\/h3>\n\n

    Slimn\u012bc\u0101s, kur\u0101s ir standarta KIS vide (Orbis, iMedOne vai l\u012bdz\u012bga), izm\u0113\u0123in\u0101juma ievie\u0161ana, kas aptver vienu vai divas noda\u013cas, parasti aiz\u0146em 6-10 ned\u0113\u013cas, s\u0101kot no s\u0101kuma l\u012bdz darb\u012bbas uzs\u0101k\u0161anai. Liel\u0101k\u0101 da\u013ca \u0161\u012b laika tiek pavad\u012bta KIS integr\u0101cijas konfigur\u0113\u0161anai un test\u0113\u0161anai, nevis pa\u0161am m\u0101ksl\u012bg\u0101 intelekta sl\u0101nim. Piln\u012bga ievie\u0161ana vis\u0101 slimn\u012bc\u0101 p\u0113c veiksm\u012bga izm\u0113\u0123in\u0101juma parasti ir iesp\u0113jama v\u0113l 3-6 m\u0113ne\u0161u laik\u0101. LeapLytics p\u0101rvalda integr\u0101cijas darbu; slimn\u012bcas IT departaments ir iesaist\u012bts piek\u013cuves nodro\u0161in\u0101\u0161an\u0101 un sist\u0113mas konfigur\u0101cij\u0101, bet tam nav j\u0101veido vai j\u0101uztur AI infrastrukt\u016bra. Sk. LeapLytics AI risin\u0101jumu p\u0101rskats<\/a> s\u012bk\u0101ku inform\u0101ciju par \u012bsteno\u0161anas pieeju.<\/p>","protected":false},"excerpt":{"rendered":"

    Lieto\u0161anas gad\u012bjums: Kl\u012bnisko dokument\u0101ciju ar m\u0101ksl\u012bg\u0101 intelekta pal\u012bdz\u012bbu - Nozare: Slimn\u012bcas un vesel\u012bbas apr\u016bpe - Auditorija: Probl\u0113ma: dokument\u0101cija, kas pat\u0113r\u0113 medic\u012bnai nepiecie\u0161amo laiku Ikviens \u0101rsts zina \u0161o br\u012bdi. P\u0113d\u0113jais dienas pacients ir izrakst\u012bts. Pal\u0101t\u0101 ir k\u013cuvis klus\u0101k. Bet darbs nav pabeigts - jo m\u0101ksl\u012bgais intelekts izrakst\u012b\u0161anas ... <\/p>","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-14608","post","type-post","status-publish","format-standard","hentry","category-news","latest_post"],"_links":{"self":[{"href":"https:\/\/www.leaplytics.de\/lv\/wp-json\/wp\/v2\/posts\/14608","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.leaplytics.de\/lv\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.leaplytics.de\/lv\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.leaplytics.de\/lv\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.leaplytics.de\/lv\/wp-json\/wp\/v2\/comments?post=14608"}],"version-history":[{"count":1,"href":"https:\/\/www.leaplytics.de\/lv\/wp-json\/wp\/v2\/posts\/14608\/revisions"}],"predecessor-version":[{"id":14609,"href":"https:\/\/www.leaplytics.de\/lv\/wp-json\/wp\/v2\/posts\/14608\/revisions\/14609"}],"wp:attachment":[{"href":"https:\/\/www.leaplytics.de\/lv\/wp-json\/wp\/v2\/media?parent=14608"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.leaplytics.de\/lv\/wp-json\/wp\/v2\/categories?post=14608"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.leaplytics.de\/lv\/wp-json\/wp\/v2\/tags?post=14608"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}