HIPAA MRN-i Haytnabervelutyan Hnaravorutyun Bex Regex Masnagitutyan
Jer hivandanoci MRN dzevachap-n chka vorevey standart ANT gorciki mej: Aha inchpes aveli kareli e kargelut hink rope mej: Kov petrak chka:
Bardzaguynabazhakaran IT exaniakner-n unecnun HIPAA xndirn, vor myes xmeagerner ch'unen: ID-n, vorn nranq en petq aveli lav gordi haytnaberel - Banbutyan Katrumyi Hamar (MRN) - kargorvum e ir hivandanoci yemits: Azgayin standart chka:
Bolor HIPAA de-ID nakhagits petq unena custom kazmavorutyun: Anglac, MRN-nery lsanyats en "de-nuynakanacvats" fayl-neri mej anhaytnabert:
Baz-Hivandanoci MRN Khndiry
Hivandanoci xumbnery, karmucvatz yzum-nerovi, unecnun zhangandak EHR hamakargher: Yuraqanchyur hamakarg unecnum e ir sephalik MRN dzevachap-n:
- Memorial Hospital (Epic): MRN:XXXXXXX - 7-nshan tiv naxanishov
- St. Mary's (Cerner): PT-YYYYY - 5-nshan hivand naxanishov
- University Hospital (Meditech): UHN-XXXXXXXXXX - 10 nshan xarajotyun
- Clinic (ankandzam EMR): C\d{5} - C tarn gumard 5 nshan
HIPAA Safe Harbor-n petaguym e bolor 18 ID tiperi hatucutyunn: Kategoria 8-n bivandakanutyan ktrumyi hamarnern en: Gorciq, or ir dzevachap-n chi giter, miss anel en nranq: Fayl-n marsum e manr: Bayc shat che:
ServiceNow-i barjragitakan hamayinkn nshum e ayd xndire: Standart gorcikner BnI brtum en SSN-ner u helefonanner: Hivandanoci MRN-ner miss anel en bolor andamner:
Regex Xochakn
Microsoft Presidio-yin custom kantakagrer avelacel - bnababak kode bazis bazhmaklavar HIPAA gorcikner - bacakayin mahardzhkutyun e petaguym.
- Petaguym e imanal PatternRecognizer klasse
- Petaguym e regex-i grarcutyun Python grammar-ov
- Petaguym e YAML kazmavorutyunyan fayl-eri kazmavorutyun
- Petaguym e vastarorum arjaniqayin mrcakanner
- Petaguym e test acel u bzhshkel Python scenarionery
Komplianse-i avak, or giter e MRN dzevachap-n, ays misacnov ank chi karac: Bzhumutyunn avartovm e inzhenerakani baghu mej: Kaxvum e graskhi mej 6-8 shapatic: Bacn khmum e bac:
AI-Ashxatacvats Dzevachapy Caragravutyun
Goyutyun e aragt chip: Nkaragrel pattern-n sardin barerits: Stanalov working regex apstambunner:
Qayler:
- Batkel custom entity karucich-n
- Tvel orinaknener: "Mer MRN-nery nman en. MRN:1234567, MRN:9876543, MRN:0001234"
- AI karucum e kantaky: MRN:\d{7}
- Test acel 10 nmushayini garanum
- Bolor MRN-nerd gtvecin: Pahel u taragrel:
Cors MRN dzevachaperneritev xumbi hamar:
- Memorial Hospital → MRN:\d{7}
- St. Mary's → PT-\d{5}
- University Hospital → UHN-[A-Z0-9]{10}
- Clinic → C\d{5}
Katarer cors custom entity-ner: Xmbagrel nranq preset-um: Gorcel bolor fayl-neri hamar: Zhamanaky: Mek kesor:
Tesek custom MRN-i haytnabervelutyan hamar HIPAA pipeline-nerum bex kode lriv uxxecuchayin zekuyc:
Safe Harbor-i Validiacia
HIPAA Safe Harbor-n asum e, vor nerkayacvats suyektn pates chi karcum datanery karan nuynakanacnel oreve: (45 CFR §164.514(b))
Validaciann aruystutyun e carayum, or jer custom kantakagnery bnaragrumen bolor 18 ID tipy:
Qadam 1: Qaghum nmushayinner: Vstaharel 100 zhamanakagrum yuraqanchyur qaghakadan: Xarack zarbazhkutyun u bnagordznakar:
Qadam 2: Gorcarel haytnabervelutyan: Mshakman bolor 400 fastaratsumner jer custom kantakagnerneriv:
Qadam 3: Martkayin vejercutyun: Ays 20 fastaratsumner sman kerpov (5% nmush): Nayel bacrakan MRN-neri u seghmanaberneri hamar:
Qadam 4: Kantakagnery texeladrel: Bacrakan MRN-ner? Patternern xel unecarek: Ovchik seghmanabernner? Avelagrer sahahaketer:
Qadam 5: Patvasteq: Katagral kantaky, nmushi chap, areqnery u amen orgery: Ays matnagirkn jer Safe Harbor vkayagirn e:
Tesek Bayazatvayk redaction u HIPAA vkayagir zekuycer ayn masin, inchpes tarbutyunn dokumentavarychutyunn:
Bolor Safe Harbor Kaprumn
MRN haytnabervelutyan bzhushkumits heto, verahastatset bolor 18 kategorianery:
| Kategorian | Standart Gorcikner | Custom Anhrazhesht e? |
|---|---|---|
| 1. Anunner | NER model | Oc |
| 2. Ashkharhagrakan datanery | Verqhagrvats haytnabervelutyan | Oc nahangi hamar; Ayn garavanutiunneri hamar harcaki |
| 3. Tvakanergun | Kov haytnabervelutyan | Oc |
| 4. Helefonanner | Helefonyan haytnabervelutyan | Oc |
| 5. Faksanner | Helefonyan haytnabervelutyan | Oc |
| 6. El. Posterin hashvarcnery | El. posti haytnabervelutyan | Oc |
| 7. SSN-ner | SSN haytnabervelutyan | Oc |
| 8. Bivandakanutyan ktrumyi hamarnner | Karangvats chka | Ayn - garavanutiunnerin specifiknik |
| 9. Bvazhakanutyunyi azgayin andam hamarnner | Maseamporn | Harcaki ayn - masy-specifiknik |
| 10. Hashivakani hamarnner | Maseamporn | Harcaki ayn - hashivakani dzevachap |
| 11. Arhavarutyunyan license hamarnner | Maseamporn | Harcaki ayn - nahangi specifiknik |
| 12. Erek-ner paymanagrery | Maseamporn | Karcel e qliniacan fayl-nerum |
| 13. Serakumyan ID-ner | Maseamporn | Ayn, yete serakumner en ktrumyi mej |
| 14. Web URL-ner | URL haytnabervelutyan | Oc |
| 15. IP hashvacnery | IP haytnabervelutyan | Oc |
| 16. Biometrik ID-ner | Tekstavori kontekst | Karcel e artakatin gorcel e tekstayin grasenyaknerum |
| 17. Nuynagnkernery | Patker miayni | Chshmarit e tekstayin spagayin hamar |
| 18. Ayl manravorechneric ID-ner | Karangvats chka | Ayn - garavanutiunnerin specifiknik |
Qlinikakan teksti hamar, kategorianery 8, 9, 10 u 18 karoq en petagumel custom kazmavorutyun:
Qlinikakan Fastaratsumyi Kontekst
Artzanaguyt ktrumyi grasenyakner, qlinikakan grasenyakner u gortsarkelutyan maturagirer sharel en himitneri hamar fayl-neri hamar: Nranq unecnum en:
- MRN-ner navakner u vrachanakin mej
- Hashivakani hamarnner kashve baxery mej
- Bolor iradeqneri tarkanergun - erbevaylutyan arum, miyoc, laboratoria, darpiv
- Bzhishki anunner u DEA hamarnner
- Uxxarkarich bzhishki manakavarorum
- Apahovetutyunyi andam ID-ner
Custom kantakagnery qlinikakan-specifiknik dzevachapneri hamar gumardvum en normatvagrvats kantakagneri het standart dzevachapernerov: Ayd zuygy lriv Safe Harbor kaprumn e talis:
Yezelabach
HIPAA de-ID bex custom kantakagnery Safe Harbor de-ID che: Amenayin hivandanoci MRN dzevachap-n benzeal e: Standart gorcikner miss anel en nranq: Komplianse bache gersh e u mnum e bac minci darzel:
AI dzevachapy caray bzhishutyun-n krtsutyun e inzhenerakani 6-8 shapati ashkhatanq mek kesorayin komplianse ashkhatanq: Nkaragrel dzevachap-n: Test acel arcanapatayi garanum: Taragrel: Avartvacu: