Fa'amaumauga Fa'atekonolosi Soifua Maloloina (EHR) Fa'amaumauga mo AI & ML Poloketi
Fa'amaumauga Fa'aeletonika Fa'atekonolosi Fa'atekonolosi (EHR) Fa'amaumauga e Fa'asa'o ai lau poloketi AI mo le Soifua Maloloina.
Fa'apipi'i le puna o fa'amatalaga na e misia i le aso
Su'e sa'o Fa'amaumauga Fa'aeletonika Soifua Maloloina (EHR) Fa'amatalaga Mo Lau Soifua Maloloina AI
Fa'aleleia au fa'ata'ita'iga a'oa'oga masini ma fa'amaumauga a'oa'oga sili ona lelei. Electronic Health Records po'o le EHR o fa'amaumauga fa'afoma'i ia o lo'o iai tala'aga fa'afoma'i o le ma'i, su'esu'ega, talavai, fuafuaga mo togafitiga, tui po'o aso o tui puipui, allergies, ata o le leitio (CT Scan, MRI, X-Rays), ma su'esu'ega falesuesue & sili atu. O la matou fa'amaumauga o fa'amaumauga i fafo e fa'afaigofie ai mo oe ona maua fa'amatalaga a'oa'oga fa'afoma'i e mafai ona e fa'atuatuaina.
Fa'amaumauga Fa'aeletonika Soifua Maloloina (EHR):
- 5.1M+ Faʻamaumauga ma faila leo fomaʻi i 31 faʻapitoa
- Fa'amaumauga fa'afoma'i fa'ata'ita'i auro i le lalolagi moni e a'oa'o ai le Falemai NLP ma isi fa'ata'ita'iga AI Pepa'u
- Metadata faʻamatalaga e pei o le MRN (Faʻailoaina), Aso Faʻafeiloaʻi, Aso Faʻateʻa, Umi o aso e nofo ai, Itupa, Vasega o maʻi, Totogi, Vasega Tupe, Setete, Tuʻuina atu, Tausaga, DRG, DRG Faʻamatalaga, $ Toe totogi, AMLOS, GMLOS, Tulaga lamatia o maliu, Tuga o gasegase, Grouper, Hospital Zip Code, etc.
- Fa'amaumauga Fa'afoma'i mai isi setete ma itulagi o Amerika- North East (46%), Saute (9%), Midwest (3%), Sisifo (28%), Isi (14%)
- Fa'amaumauga Fa'afoma'i a Vasega Fa'ama'i uma o lo'o ufiufi- Falema'i, Falema'i (Clinical, Rehab, Recurring, Surgical Day Care), Fa'alavelave.
- Fa'amaumauga Fa'afoma'i o lo'o iai uma i Vaitausaga o Ma'i <10 tausaga (7.9%), 11-20 tausaga (5.7%), 21-30 tausaga (10.9%), 31-40 tausaga (11.7%), 41-50 tausaga (10.4%) ), 51-60 tausaga (13.8%), 61-70 tausaga (16.1%), 71-80 tausaga (13.3%), 81-90 tausaga (7.8%), 90+ tausaga (2.4%)
- O le fua faatatau o le itupa o ma'i o le 46% (Male) ma le 54% (Fa'afafine)
- PII Toe Fa'asaoina Pepa o lo'o mulimulita'i ile Safe Harbour Guidelines e tusa ai ma le HIPAA
EHR Fa'amaumauga ile Nofoaga
| nofoaga | Text Documents |
|---|---|
| Matu sasa'e | 4,473,573 |
| toga | 1,801,716 |
| MidWest | 781,701 |
| Sisifo | 1,509,109 |
Fa'amaumauga a le EHR e le Vaega o Su'esu'ega Tele
| Fa'amaumauga a le EHR e le Vaega o Su'esu'ega Tele | Text Documents |
|---|---|
| 'Ava/Fa'aaogā Fualaau & 'Ava/Valaau-Ma'i Fa'aletonu o le Mafaufau | 48,717 |
Aofa'i e aofia ai mea uma (Mata'upu ma & leai se vaega MDC) | 8,566,687 |
| O mataupu e aunoa ma se toe totogiina ua faia (MDC e le o taʻua) | 790,697 |
| Ma'i ma'i i fafo (MDC e le'o ta'ua) | 1,980,606 |
| Tulaga e fa'aogaina ai se vaega fa'apitoa e pei ole 3M (MDC e le'o fa'amaonia) | 1,619,682 |
| Aofa'i ma MDC | 4,175,702 |
| 'Ava/Fa'aaogā Fualaau Fa'asaina po'o Fa'aletonu o le Mafaufau | 48,717 |
| Suafa | 444 |
| mata | 3,549 |
| Tulaga Faʻateleina Tane | 9,230 |
| Fa'ama'i pipisi ole Human Immunodeficiency Virus | 12,422 |
| Myeloproliferative Diseases & Disorders, Neoplasms Le lelei le eseesega | 15,620 |
| Mea e A'afia ai Tulaga Soifua Maloloina & Isi Feso'ota'iga ma Au'aunaga Soifua Maloloina | 21,294 |
| Tulaga Faʻatupuina o Tamaʻitaʻi | 17,010 |
| Taliga, isu, gutu & fa'ai | 22,987 |
| Manu'a Taua Tele | 27,902 |
| Faagaioiga | 589,730 |
| Toto, Toto Fausia Toto, Fa'aletonu Fa'ama'i | 48,990 |
| Manu'a, Oona & Aafiaga Oona o Fualaau Fa'asaina | 64,097 |
| Pa'u, Tisu I'alalo & Fatafata | 89,577 |
| Faiga Hepatobiliary & Pancreas | 127,172 |
| Endocrine, Nutritional & Metabolic Diseases & Disorders | 142,808 |
| Pepe Fa'ato'a Fanau ma Isi Pepe Fa'ato'a Fa'ato'a Fa'ato'a Fa'ato'a Fa'atasi ma Tulaga na Afua mai ile Vaitaimi Fa'atama | 163,605 |
| Maitaga, Fanau ma le Puerperium | 165,303 |
| Fatuga'o & Urinary Ala'au | 209,561 |
| Ma'i o le Mafaufau & Fa'aletonu | 282,501 |
| System popole | 316,243 |
| Faiga Faʻaoga | 346,369 |
| Musculoskeletal System & Tissue Feso'ota'i | 329,344 |
| Malosiaga o le tino | 561,983 |
| Fa'ama'i Fa'ama'i & Fa'ama'i | 559,244 |
Matou te fa'atautaia ituaiga uma o Fa'amatalaga Laisene ie, tusitusiga, leo, vitio, po'o ata. O faʻamaumauga e aofia ai faʻamaumauga Faʻafomaʻi mo le ML: Fomaʻi Faʻamatalaga Faʻamatalaga, Fomaʻi Falemaʻi Faʻamatalaga, Fomaʻi Faʻamatalaga Faʻamatalaga, Faʻamatalaga Faʻamatalaga Faʻafomaʻi, Fomaʻi-Maʻi Faʻamatalaga, Faʻamatalaga Faʻamatalaga Faʻafomaʻi, Ata Faʻafomaʻi - CT Scan, MRI, Ultra Sound ( aoina faʻavae manaʻoga masani) .
Le maua le mea o lo'o e su'eina?
O lo'o aoina fa'amaumauga fou fa'afoma'i i totonu o fa'amaumauga uma
Fa'afeso'ota'i nei matou e tu'u ai lou popolega ile aoina o fa'amaumauga mo a'oa'oga soifua maloloina
Fesili e masani ona fesiligia (Fesili)
EHR Data o lo'o fa'asino i le numera fa'atekinolosi o tala'aga fa'afoma'i a le tagata ma'i, lea e aofia ai a latou togafitiga, su'ega fa'afoma'i, ma isi fa'amatalaga e fa'atatau i le soifua maloloina, tausia e foma'i soifua maloloina i le aluga o taimi.
EMR (Fa'amaumauga Fa'afoma'i Fa'aeletonika) o lo'o iai fa'amaumauga fa'afoma'i masani o lo'o aoina i totonu o le ofisa e tasi. EHR (Electronic Health Record) o se faiga lautele e aofia ai le EMR ae faʻapipiʻi faʻamaumauga mai isi tausi soifua maloloina, e ofoina atu se talaʻaga sili atu o maʻi.
E aoina fa'amaumauga a le EHR e ala i mea fa'akomepiuta e foma'i soifua maloloina i taimi o asiasiga ma'i, mai i'uga o su'esu'ega, faiga fa'ata, ma isi meafaigaluega fa'apitoa. Ona teu ai lea ile faaeletonika ile faiga ole EHR.
E fa'aogaina fa'amaumauga a le EHR e siaki ai le tausiga o ma'i ile taimi, fesoasoani ile tausiga ole soifua maloloina ile faiga o fa'ai'uga, fa'afaigofie faiga tau pili, lagolago su'esu'ega, ma fa'aleleia le tulaga atoa ole tausiga ole ma'i ma taunu'uga.
O le fa'atauina o fa'amaumauga a le EHR e aofia ai fa'alilolilo fa'alilolilo ma iloiloga fa'atonutonu. E masani lava, e le mafai ona e fa'atau sa'o fa'amaumauga ma'i ta'itasi. Peita'i, o fa'amaumauga tu'ufa'atasia ma le fa'ailoaina o lo'o maua mai fa'alapotopotoga su'esu'e, fai fa'amatalaga, po'o fa'atau oloa fa'apitoa tau soifua maloloina e pei o matou, i le mulimulita'i i ta'iala talafeagai ma fa'aletulafono.