HIPAA Safe Harbor De-ID ծ.հ.-ում

HIPAA Safe Harbor De-ID tzv.h.-um. Uqh. Ak.H.-n.

Ak.m.k. 200,000 discharge rec. an.k. N.: readmission k.m. E.g.: 120,000 d./t. Grant b.: 5,000 d.:

A.b.n.e. A.e. PHI e. PHI — an., a., e., a.t. PHI h. -> e.an.e.k. B.g.n.a., oc.a. grant.:

HIPAA Safe Harbor: 18 Identifier (45 CFR 164.514(b))

1. Anuner
2. A. < n. (zip — 3n., ph.b.)
3. B.a. ney year (n., e., tz., m.)
4. H.h.
5. F.h.
6. E.-h.
7. SSN
8. B.g.#
9. A.b.#
10. A.#
11. A.un.#
12. A.n.ue.:
13. S.n.ue.:
14. Web URL
15. IP
16. B.n. (n., dz.)
17. N.e.:
18. A.e.n.n.k.:

A.5-n — e. discharge rec.-um.:

A.-n. N.n.e.a. "M.15,2023" -> "2023": T.dur.e. — n.n.e.:

Tzv. Kh.

• Readmission: 50,000-500,000 encounter
• B.a.: 10,000-100,000/h.
• Drug efficacy: 5,000-50,000
• Pop.health: 100,000+

100K x 5r. = 2,500 a.o. S.1-5%. A.n. — e.:

G. B.

Enterprise: Datavant: 100K+/t., Veradigm, Clinithink (sales only), Syntegra.:

Free/OS: MITRE MIST, Stanford NLP DEID, i2b2 — e.a.k.h.:

5-N. Batch

N.1. EHR export. Epic, Cerner, Meditech -> CSV/HL7 + n.e.:

N.2. 5,000 batch.

• PERSON
• US_SSN
• US_MEDICAL_RECORD_NUMBER
• PHONE_NUMBER
• EMAIL_ADDRESS
• URL
• IP_ADDRESS
• LOCATION
• DATE
• HEALTHCARE_ID
• ACCOUNT_NUMBER

batch clinical notes:

N.3. A. — a.n. P.n. >89 -> ">89": T.dur. — n.n.:

N.4. 50/5,000 n.e. 18t.e. E.n. Fix.:

N.5. E.u h. HIPAA — config + n. <-> IRB. explainable redaction:

E. E.

Enterprise: 120,000 d./t.:

Batch:

• 200,000 x 300 b. = 60M token x 0.0001 eur = 6,000 eur
• Plan: 180-348 eur/t.
• 20-40 zh.e.
• Total: ~7,000-8,000 eur

Kh.: 111,000-113,000 d.:

S.

• T.e. N., a., b. — a.g.:
• V.n.e. 0.1% x 200K = 200 live PHI.:
• Privacy office. IRB ne scrubbing.:
• Expert Det. (45 CFR 164.514(b)(1)) — e.e.:

PHI detection accuracy:

E.

Dz. — e. Enterprise — e. Batch — e.a.m.u.an.h.:

Agh.

• HHS De-ID
• 45 CFR 164.514(b)
• NIH De-ID