AI training for automated data extraction from clinical records
Most hospitals and government offices in Colombia have no centralized systems to efficiently collect data for evidence generation for academic purposes and policymaking. In addition, physicians in small-to-middle-size cities do not participate in conducting clinical research due to significant gaps...
- Autores:
-
Racedo, Jorge
- Tipo de recurso:
- Informe
- Fecha de publicación:
- 2021
- Institución:
- Universidad de los Andes
- Repositorio:
- Séneca: repositorio Uniandes
- Idioma:
- eng
- OAI Identifier:
- oai:repositorio.uniandes.edu.co:1992/50201
- Acceso en línea:
- http://hdl.handle.net/1992/50201
- Palabra clave:
- Gestión de datos
Inteligencia artificial
Hospitales
- Rights
- openAccess
- License
- https://repositorio.uniandes.edu.co/static/pdf/aceptacion_uso_es.pdf
| id |
UNIANDES2_ee3b8d5b62736f5deaf9b10cb2db79b2 |
|---|---|
| oai_identifier_str |
oai:repositorio.uniandes.edu.co:1992/50201 |
| network_acronym_str |
UNIANDES2 |
| network_name_str |
Séneca: repositorio Uniandes |
| repository_id_str |
|
| dc.title.es_CO.fl_str_mv |
AI training for automated data extraction from clinical records |
| title |
AI training for automated data extraction from clinical records |
| spellingShingle |
AI training for automated data extraction from clinical records Gestión de datos Inteligencia artificial Hospitales |
| title_short |
AI training for automated data extraction from clinical records |
| title_full |
AI training for automated data extraction from clinical records |
| title_fullStr |
AI training for automated data extraction from clinical records |
| title_full_unstemmed |
AI training for automated data extraction from clinical records |
| title_sort |
AI training for automated data extraction from clinical records |
| dc.creator.fl_str_mv |
Racedo, Jorge |
| dc.contributor.author.none.fl_str_mv |
Racedo, Jorge |
| dc.subject.keyword.es_CO.fl_str_mv |
Gestión de datos Inteligencia artificial Hospitales |
| topic |
Gestión de datos Inteligencia artificial Hospitales |
| description |
Most hospitals and government offices in Colombia have no centralized systems to efficiently collect data for evidence generation for academic purposes and policymaking. In addition, physicians in small-to-middle-size cities do not participate in conducting clinical research due to significant gaps in resources and personnel skilled in data science. It results in a lack of information about the prevalence and impact of diseases, limiting municipalities' power to decide when developing prevention, screeningdiagnosis, and treatment programs. microscopIA, through the current approach, has grown a platform to allow physicians to collect data matching a research project while collecting massive data for AI training and policymaking |
| publishDate |
2021 |
| dc.date.accessioned.none.fl_str_mv |
2021-06-29T21:18:04Z |
| dc.date.available.none.fl_str_mv |
2021-06-29T21:18:04Z |
| dc.date.issued.none.fl_str_mv |
2021-06-28 |
| dc.type.spa.fl_str_mv |
Reporte |
| dc.type.coarversion.fl_str_mv |
http://purl.org/coar/version/c_970fb48d4fbd8a85 |
| dc.type.driver.spa.fl_str_mv |
info:eu-repo/semantics/report |
| dc.type.coar.spa.fl_str_mv |
http://purl.org/coar/resource_type/c_93fc |
| dc.type.content.spa.fl_str_mv |
Text |
| dc.type.redcol.spa.fl_str_mv |
http://purl.org/redcol/resource_type/ARTCASO |
| format |
http://purl.org/coar/resource_type/c_93fc |
| dc.identifier.uri.none.fl_str_mv |
http://hdl.handle.net/1992/50201 |
| dc.identifier.instname.spa.fl_str_mv |
instname:Universidad de los Andes |
| dc.identifier.reponame.spa.fl_str_mv |
reponame:Repositorio Institucional Séneca |
| dc.identifier.repourl.spa.fl_str_mv |
repourl:https://repositorio.uniandes.edu.co/ |
| url |
http://hdl.handle.net/1992/50201 |
| identifier_str_mv |
instname:Universidad de los Andes reponame:Repositorio Institucional Séneca repourl:https://repositorio.uniandes.edu.co/ |
| dc.language.iso.es_CO.fl_str_mv |
eng |
| language |
eng |
| dc.rights.uri.*.fl_str_mv |
https://repositorio.uniandes.edu.co/static/pdf/aceptacion_uso_es.pdf |
| dc.rights.accessrights.spa.fl_str_mv |
info:eu-repo/semantics/openAccess |
| dc.rights.coar.spa.fl_str_mv |
http://purl.org/coar/access_right/c_abf2 |
| rights_invalid_str_mv |
https://repositorio.uniandes.edu.co/static/pdf/aceptacion_uso_es.pdf http://purl.org/coar/access_right/c_abf2 |
| eu_rights_str_mv |
openAccess |
| dc.format.extent.es_CO.fl_str_mv |
22 hojas |
| dc.format.mimetype.es_CO.fl_str_mv |
application/pdf |
| dc.source.es_CO.fl_str_mv |
instname:Universidad de los Andes reponame:Repositorio Institucional Séneca |
| instname_str |
Universidad de los Andes |
| institution |
Universidad de los Andes |
| reponame_str |
Repositorio Institucional Séneca |
| collection |
Repositorio Institucional Séneca |
| bitstream.url.fl_str_mv |
https://repositorio.uniandes.edu.co/bitstreams/233b7793-abfd-43ea-81d6-3d8fb7b4a56a/download https://repositorio.uniandes.edu.co/bitstreams/8f3dda67-e1cf-410c-843f-c1d892eae44e/download https://repositorio.uniandes.edu.co/bitstreams/c366b1c9-5cef-4578-829a-50c270694c38/download https://repositorio.uniandes.edu.co/bitstreams/1e5adac3-4423-4906-96e5-924a764a608c/download |
| bitstream.checksum.fl_str_mv |
c4449e5a810016c321f4796729870cd2 3712501b71477eef138f931c5a7aac67 9575adca95218f8a83eabe16f33eb0d9 0c34480cba9a5516c51cc4cc7b48b336 |
| bitstream.checksumAlgorithm.fl_str_mv |
MD5 MD5 MD5 MD5 |
| repository.name.fl_str_mv |
Repositorio institucional Séneca |
| repository.mail.fl_str_mv |
adminrepositorio@uniandes.edu.co |
| _version_ |
1818111968092880896 |
| spelling |
Al consultar y hacer uso de este recurso, está aceptando las condiciones de uso establecidas por los autores.https://repositorio.uniandes.edu.co/static/pdf/aceptacion_uso_es.pdfinfo:eu-repo/semantics/openAccesshttp://purl.org/coar/access_right/c_abf2Racedo, Jorge4d51a0f6-b2cd-4b3c-aa23-077dec00f8d96002021-06-29T21:18:04Z2021-06-29T21:18:04Z2021-06-28http://hdl.handle.net/1992/50201instname:Universidad de los Andesreponame:Repositorio Institucional Sénecarepourl:https://repositorio.uniandes.edu.co/Most hospitals and government offices in Colombia have no centralized systems to efficiently collect data for evidence generation for academic purposes and policymaking. In addition, physicians in small-to-middle-size cities do not participate in conducting clinical research due to significant gaps in resources and personnel skilled in data science. It results in a lack of information about the prevalence and impact of diseases, limiting municipalities' power to decide when developing prevention, screeningdiagnosis, and treatment programs. microscopIA, through the current approach, has grown a platform to allow physicians to collect data matching a research project while collecting massive data for AI training and policymaking22 hojasapplication/pdfenginstname:Universidad de los Andesreponame:Repositorio Institucional SénecaAI training for automated data extraction from clinical recordsReporteinfo:eu-repo/semantics/reporthttp://purl.org/coar/resource_type/c_93fchttp://purl.org/coar/version/c_970fb48d4fbd8a85Texthttp://purl.org/redcol/resource_type/ARTCASOGestión de datosInteligencia artificialHospitalesPublicationTHUMBNAILInforme-microscopIA.pdf.jpgInforme-microscopIA.pdf.jpgIM Thumbnailimage/jpeg7088https://repositorio.uniandes.edu.co/bitstreams/233b7793-abfd-43ea-81d6-3d8fb7b4a56a/downloadc4449e5a810016c321f4796729870cd2MD57LICENSElicense.txtlicense.txttext/plain; charset=utf-81865https://repositorio.uniandes.edu.co/bitstreams/8f3dda67-e1cf-410c-843f-c1d892eae44e/download3712501b71477eef138f931c5a7aac67MD52TEXTInforme-microscopIA.pdf.txtInforme-microscopIA.pdf.txtExtracted texttext/plain24212https://repositorio.uniandes.edu.co/bitstreams/c366b1c9-5cef-4578-829a-50c270694c38/download9575adca95218f8a83eabe16f33eb0d9MD56ORIGINALInforme-microscopIA.pdfInforme-microscopIA.pdfapplication/pdf979372https://repositorio.uniandes.edu.co/bitstreams/1e5adac3-4423-4906-96e5-924a764a608c/download0c34480cba9a5516c51cc4cc7b48b336MD531992/50201oai:repositorio.uniandes.edu.co:1992/502012023-10-10 18:51:26.215https://repositorio.uniandes.edu.co/static/pdf/aceptacion_uso_es.pdfopen.accesshttps://repositorio.uniandes.edu.coRepositorio institucional Sénecaadminrepositorio@uniandes.edu.coUG9yIGludGVybWVkaW8gZGVsIHByZXNlbnRlIGRvY3VtZW50byBlbiBtaSBjYWxpZGFkIGRlIGF1dG9yIG8gdGl0dWxhciBkZSBsb3MgZGVyZWNob3MgZGUgcHJvcGllZGFkIGludGVsZWN0dWFsIGRlIGxhIG9icmEgcXVlIGFkanVudG8sIGF1dG9yaXpvIGEgbGEgVW5pdmVyc2lkYWQgZGUgTG9zIEFuZGVzIHBhcmEgcXVlIHV0aWxpY2UgZW4gdG9kYXMgc3VzIGZvcm1hcywgbG9zIGRlcmVjaG9zIHBhdHJpbW9uaWFsZXMgZGUgcmVwcm9kdWNjacOzbiwgY29tdW5pY2FjacOzbiBww7pibGljYSwgdHJhbnNmb3JtYWNpw7NuIHkgZGlzdHJpYnVjacOzbiAoYWxxdWlsZXIsIHByw6lzdGFtbyBww7pibGljbyBlIGltcG9ydGFjacOzbikgcXVlIG1lIGNvcnJlc3BvbmRlbiBjb21vIGNyZWFkb3IgbyB0aXR1bGFyIGRlIGxhIG9icmEgb2JqZXRvIGRlbCBwcmVzZW50ZSBkb2N1bWVudG8uCgpMYSBwcmVzZW50ZSBhdXRvcml6YWNpw7NuIHNlIGRhIHNpbiByZXN0cmljY2nDs24gZGUgdGllbXBvIG5pIHRlcnJpdG9yaW8geSBkZSBtYW5lcmEgZ3JhdHVpdGEuIEVudGllbmRvIHF1ZSBwdWVkbyBzb2xpY2l0YXIgYSBsYSBVbml2ZXJzaWRhZCBkZSBsb3MgQW5kZXMgcmV0aXJhciBtaSBvYnJhIGVuIGN1YWxxdWllciBtb21lbnRvIHRhbnRvIGRlIGxvcyByZXBvc2l0b3Jpb3MgY29tbyBkZWwgY2F0w6Fsb2dvIHNpIGFzw60gbG8gZGVjaWRvLgoKTGEgcHJlc2VudGUgYXV0b3JpemFjacOzbiBzZSBvdG9yZ2EgZGUgbWFuZXJhIG5vIGV4Y2x1c2l2YSwgeSBsYSBtaXNtYSBubyBpbXBsaWNhIHRyYW5zZmVyZW5jaWEgZGUgbWlzIGRlcmVjaG9zIHBhdHJpbW9uaWFsZXMgZW4gZmF2b3IgZGUgbGEgVW5pdmVyc2lkYWQsIHBvciBsbyBxdWUgcG9kcsOpIHV0aWxpemFyIHkgZXhwbG90YXIgbGEgb2JyYSBkZSBsYSBtYW5lcmEgcXVlIG1lam9yIGNvbnNpZGVyZS4gTGEgcHJlc2VudGUgYXV0b3JpemFjacOzbiBubyBpbXBsaWNhIGxhIGNlc2nDs24gZGUgbG9zIGRlcmVjaG9zIG1vcmFsZXMgeSBsYSBVbml2ZXJzaWRhZCBkZSBsb3MgQW5kZXMgbG9zIHJlY29ub2NlcsOhIHkgdmVsYXLDoSBwb3IgZWwgcmVzcGV0byBhIGxvcyBtaXNtb3MuIAoKTGEgcHJlc2VudGUgYXV0b3JpemFjacOzbiBzZSBoYWNlIGV4dGVuc2l2YSBubyBzw7NsbyBhIGxhcyBmYWN1bHRhZGVzIHkgZGVyZWNob3MgZGUgdXNvIHNvYnJlIGxhIG9icmEgZW4gZm9ybWF0byBvIHNvcG9ydGUgbWF0ZXJpYWwsIHNpbm8gdGFtYmnDqW4gcGFyYSBmb3JtYXRvIGVsZWN0csOzbmljbywgeSBlbiBnZW5lcmFsIHBhcmEgY3VhbHF1aWVyIGZvcm1hdG8gY29ub2NpZG8gbyBwb3IgY29ub2Nlci4gTWFuaWZpZXN0byBxdWUgbGEgb2JyYSBvYmpldG8gZGUgbGEgcHJlc2VudGUgYXV0b3JpemFjacOzbiBlcyBvcmlnaW5hbCB5IGxhIHJlYWxpY8OpIHNpbiB2aW9sYXIgbyB1c3VycGFyIGRlcmVjaG9zIGRlIGF1dG9yIGRlIHRlcmNlcm9zLCBwb3IgbG8gdGFudG8sIGxhIG9icmEgZXMgZGUgbWkgZXhjbHVzaXZhIGF1dG9yw61hIG8gdGVuZ28gbGEgdGl0dWxhcmlkYWQgc29icmUgbGEgbWlzbWEuIAoKRW4gY2FzbyBkZSBwcmVzZW50YXJzZSBjdWFscXVpZXIgcmVjbGFtYWNpw7NuIG8gcG9yIGFjY2nDs24gcG9yIHBhcnRlIGRlIHVuIHRlcmNlcm8gZW4gY3VhbnRvIGEgbG9zIGRlcmVjaG9zIGRlIGF1dG9yIHNvYnJlIGxhIG9icmEgZW4gY3Vlc3Rpw7NuIGFzdW1pcsOpIHRvZGEgbGEgcmVzcG9uc2FiaWxpZGFkLCB5IHNhbGRyw6kgZW4gZGVmZW5zYSBkZSBsb3MgZGVyZWNob3MgYXF1w60gYXV0b3JpemFkb3MgcGFyYSB0b2RvcyBsb3MgZWZlY3RvcyBsYSBVbml2ZXJzaWRhZCBhY3TDumEgY29tbyB1biB0ZXJjZXJvIGRlIGJ1ZW5hIGZlLgo= |