A Review of Estimation of Key Parameters and Lead Time in Cancer Screening
Early detection combined with effective treatments are the only ways to fight against cancer, and cancer screening is the primary technique for early detection. Although mass cancer screening has been carried out for decades, there are many unsolved problems, and the statistical theory of cancer scr...
- Autores:
-
Liu, Ruiqi
Gaskins, Jeremy Thomas
Mitra, Ritendranath
Wu, Dongfeng
- Tipo de recurso:
- Article of journal
- Fecha de publicación:
- 2017
- Institución:
- Universidad Nacional de Colombia
- Repositorio:
- Universidad Nacional de Colombia
- Idioma:
- spa
- OAI Identifier:
- oai:repositorio.unal.edu.co:unal/66500
- Acceso en línea:
- https://repositorio.unal.edu.co/handle/unal/66500
http://bdigital.unal.edu.co/67528/
- Palabra clave:
- 51 Matemáticas / Mathematics
31 Colecciones de estadística general / Statistics
Cancer
lead time
sensitivity
sojourn time
transition density
búsqueda de cáncer
densidad de transición
sensibilidad
tiempo de estadía
tiempo de ventaja
- Rights
- openAccess
- License
- Atribución-NoComercial 4.0 Internacional
| id |
UNACIONAL2_94dabeed52e5e6bf3424ceb7fb6423e3 |
|---|---|
| oai_identifier_str |
oai:repositorio.unal.edu.co:unal/66500 |
| network_acronym_str |
UNACIONAL2 |
| network_name_str |
Universidad Nacional de Colombia |
| repository_id_str |
|
| dc.title.spa.fl_str_mv |
A Review of Estimation of Key Parameters and Lead Time in Cancer Screening |
| title |
A Review of Estimation of Key Parameters and Lead Time in Cancer Screening |
| spellingShingle |
A Review of Estimation of Key Parameters and Lead Time in Cancer Screening 51 Matemáticas / Mathematics 31 Colecciones de estadística general / Statistics Cancer lead time sensitivity sojourn time transition density búsqueda de cáncer densidad de transición sensibilidad tiempo de estadía tiempo de ventaja |
| title_short |
A Review of Estimation of Key Parameters and Lead Time in Cancer Screening |
| title_full |
A Review of Estimation of Key Parameters and Lead Time in Cancer Screening |
| title_fullStr |
A Review of Estimation of Key Parameters and Lead Time in Cancer Screening |
| title_full_unstemmed |
A Review of Estimation of Key Parameters and Lead Time in Cancer Screening |
| title_sort |
A Review of Estimation of Key Parameters and Lead Time in Cancer Screening |
| dc.creator.fl_str_mv |
Liu, Ruiqi Gaskins, Jeremy Thomas Mitra, Ritendranath Wu, Dongfeng |
| dc.contributor.author.spa.fl_str_mv |
Liu, Ruiqi Gaskins, Jeremy Thomas Mitra, Ritendranath Wu, Dongfeng |
| dc.subject.ddc.spa.fl_str_mv |
51 Matemáticas / Mathematics 31 Colecciones de estadística general / Statistics |
| topic |
51 Matemáticas / Mathematics 31 Colecciones de estadística general / Statistics Cancer lead time sensitivity sojourn time transition density búsqueda de cáncer densidad de transición sensibilidad tiempo de estadía tiempo de ventaja |
| dc.subject.proposal.spa.fl_str_mv |
Cancer lead time sensitivity sojourn time transition density búsqueda de cáncer densidad de transición sensibilidad tiempo de estadía tiempo de ventaja |
| description |
Early detection combined with effective treatments are the only ways to fight against cancer, and cancer screening is the primary technique for early detection. Although mass cancer screening has been carried out for decades, there are many unsolved problems, and the statistical theory of cancer screening is still under developed. Screening sensitivity, time duration in the preclinical state, and time duration in the disease free state are the three key parameters, which are critical in cancer screening, since all other estimates are functions of the three key parameters. Lead time is the diagnosis time advanced by screening, and it serves as a measurement of effectiveness of screening programs. In this article, we provide a review for major probability models and statistical methodologies that have been developed on the estimation of the three key parameters and the lead timedistributions. These methods can be applied to screening of other chronic diseases after slight modifications. |
| publishDate |
2017 |
| dc.date.issued.spa.fl_str_mv |
2017-07-01 |
| dc.date.accessioned.spa.fl_str_mv |
2019-07-03T02:15:03Z |
| dc.date.available.spa.fl_str_mv |
2019-07-03T02:15:03Z |
| dc.type.spa.fl_str_mv |
Artículo de revista |
| dc.type.coar.fl_str_mv |
http://purl.org/coar/resource_type/c_2df8fbb1 |
| dc.type.driver.spa.fl_str_mv |
info:eu-repo/semantics/article |
| dc.type.version.spa.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
| dc.type.coar.spa.fl_str_mv |
http://purl.org/coar/resource_type/c_6501 |
| dc.type.coarversion.spa.fl_str_mv |
http://purl.org/coar/version/c_970fb48d4fbd8a85 |
| dc.type.content.spa.fl_str_mv |
Text |
| dc.type.redcol.spa.fl_str_mv |
http://purl.org/redcol/resource_type/ART |
| format |
http://purl.org/coar/resource_type/c_6501 |
| status_str |
publishedVersion |
| dc.identifier.issn.spa.fl_str_mv |
ISSN: 2389-8976 |
| dc.identifier.uri.none.fl_str_mv |
https://repositorio.unal.edu.co/handle/unal/66500 |
| dc.identifier.eprints.spa.fl_str_mv |
http://bdigital.unal.edu.co/67528/ |
| identifier_str_mv |
ISSN: 2389-8976 |
| url |
https://repositorio.unal.edu.co/handle/unal/66500 http://bdigital.unal.edu.co/67528/ |
| dc.language.iso.spa.fl_str_mv |
spa |
| language |
spa |
| dc.relation.spa.fl_str_mv |
https://revistas.unal.edu.co/index.php/estad/article/view/60642 |
| dc.relation.ispartof.spa.fl_str_mv |
Universidad Nacional de Colombia Revistas electrónicas UN Revista Colombiana de Estadística Revista Colombiana de Estadística |
| dc.relation.references.spa.fl_str_mv |
Liu, Ruiqi and Gaskins, Jeremy Thomas and Mitra, Ritendranath and Wu, Dongfeng (2017) A Review of Estimation of Key Parameters and Lead Time in Cancer Screening. Revista Colombiana de Estadística, 40 (2). pp. 263-278. ISSN 2389-8976 |
| dc.rights.spa.fl_str_mv |
Derechos reservados - Universidad Nacional de Colombia |
| dc.rights.coar.fl_str_mv |
http://purl.org/coar/access_right/c_abf2 |
| dc.rights.license.spa.fl_str_mv |
Atribución-NoComercial 4.0 Internacional |
| dc.rights.uri.spa.fl_str_mv |
http://creativecommons.org/licenses/by-nc/4.0/ |
| dc.rights.accessrights.spa.fl_str_mv |
info:eu-repo/semantics/openAccess |
| rights_invalid_str_mv |
Atribución-NoComercial 4.0 Internacional Derechos reservados - Universidad Nacional de Colombia http://creativecommons.org/licenses/by-nc/4.0/ http://purl.org/coar/access_right/c_abf2 |
| eu_rights_str_mv |
openAccess |
| dc.format.mimetype.spa.fl_str_mv |
application/pdf |
| dc.publisher.spa.fl_str_mv |
Universidad Nacional de Colombia - Sede Bogotá - Facultad de Ciencias - Departamento de Estadística |
| institution |
Universidad Nacional de Colombia |
| bitstream.url.fl_str_mv |
https://repositorio.unal.edu.co/bitstream/unal/66500/1/60642-340085-1-PB.pdf https://repositorio.unal.edu.co/bitstream/unal/66500/2/60642-340085-1-PB.pdf.jpg |
| bitstream.checksum.fl_str_mv |
6f1a8b3c7e38f25c85635c1aa961e3b1 c67510e6d61584114f7d41ab1d38c931 |
| bitstream.checksumAlgorithm.fl_str_mv |
MD5 MD5 |
| repository.name.fl_str_mv |
Repositorio Institucional Universidad Nacional de Colombia |
| repository.mail.fl_str_mv |
repositorio_nal@unal.edu.co |
| _version_ |
1814089837239599104 |
| spelling |
Atribución-NoComercial 4.0 InternacionalDerechos reservados - Universidad Nacional de Colombiahttp://creativecommons.org/licenses/by-nc/4.0/info:eu-repo/semantics/openAccesshttp://purl.org/coar/access_right/c_abf2Liu, Ruiqi0ce0ac14-9bb7-4058-9d00-62f21032dcae300Gaskins, Jeremy Thomasf912b445-8395-4086-a9dd-bb949caaf8c7300Mitra, Ritendranath2e891023-ab5c-4114-a496-893f6aa52ce7300Wu, Dongfeng6d5346f2-668b-4ee3-8ac9-614c9a8bc8ec3002019-07-03T02:15:03Z2019-07-03T02:15:03Z2017-07-01ISSN: 2389-8976https://repositorio.unal.edu.co/handle/unal/66500http://bdigital.unal.edu.co/67528/Early detection combined with effective treatments are the only ways to fight against cancer, and cancer screening is the primary technique for early detection. Although mass cancer screening has been carried out for decades, there are many unsolved problems, and the statistical theory of cancer screening is still under developed. Screening sensitivity, time duration in the preclinical state, and time duration in the disease free state are the three key parameters, which are critical in cancer screening, since all other estimates are functions of the three key parameters. Lead time is the diagnosis time advanced by screening, and it serves as a measurement of effectiveness of screening programs. In this article, we provide a review for major probability models and statistical methodologies that have been developed on the estimation of the three key parameters and the lead timedistributions. These methods can be applied to screening of other chronic diseases after slight modifications.Detección temprana combinada con la efectividad de los tratamientos son las únicas formas de combatir en contra del cáncer, y el examen de búsqueda temprana es la técnica principal para detección temprana. A pesar de que la búsqueda temprana de la masa cancerígena se ha realizado pro décadas, hay muchos problemas sin resolver, y la teoría estadística de la búsqueda del cáncer está todavía en desarrollo. Los tres parámetros claves: sensibilidad de la búsqueda, la duración en tiempo en el estado pre-clínico, y la duración en tiempo de la enfermedad en estado libre, son críticos en la búsqueda de cáncer; esto es porque todos los otros estimadores son funciones de estos tres parámetros claves. El tiempo de ventaja es el tiempo de diagnóstico avanzado por la búsqueda, y sirve como una medida de la efectividad de los programas de búsqueda. En este artículo, presentamos una revisión de los modelos de probabilidad principales y las metodologías estadísticas que han sido desarrolladas en la estimación de los tres parámetros claves y las distribuciones del tiempo de ventaja. Estos métodos pueden ser aplicados a la búsqueda de otras enfermedades crónicas con modificaciones menores.application/pdfspaUniversidad Nacional de Colombia - Sede Bogotá - Facultad de Ciencias - Departamento de Estadísticahttps://revistas.unal.edu.co/index.php/estad/article/view/60642Universidad Nacional de Colombia Revistas electrónicas UN Revista Colombiana de EstadísticaRevista Colombiana de EstadísticaLiu, Ruiqi and Gaskins, Jeremy Thomas and Mitra, Ritendranath and Wu, Dongfeng (2017) A Review of Estimation of Key Parameters and Lead Time in Cancer Screening. Revista Colombiana de Estadística, 40 (2). pp. 263-278. ISSN 2389-897651 Matemáticas / Mathematics31 Colecciones de estadística general / StatisticsCancerlead timesensitivitysojourn timetransition densitybúsqueda de cáncerdensidad de transiciónsensibilidadtiempo de estadíatiempo de ventajaA Review of Estimation of Key Parameters and Lead Time in Cancer ScreeningArtículo de revistainfo:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/resource_type/c_6501http://purl.org/coar/resource_type/c_2df8fbb1http://purl.org/coar/version/c_970fb48d4fbd8a85Texthttp://purl.org/redcol/resource_type/ARTORIGINAL60642-340085-1-PB.pdfapplication/pdf376400https://repositorio.unal.edu.co/bitstream/unal/66500/1/60642-340085-1-PB.pdf6f1a8b3c7e38f25c85635c1aa961e3b1MD51THUMBNAIL60642-340085-1-PB.pdf.jpg60642-340085-1-PB.pdf.jpgGenerated Thumbnailimage/jpeg6142https://repositorio.unal.edu.co/bitstream/unal/66500/2/60642-340085-1-PB.pdf.jpgc67510e6d61584114f7d41ab1d38c931MD52unal/66500oai:repositorio.unal.edu.co:unal/665002023-05-25 23:03:00.703Repositorio Institucional Universidad Nacional de Colombiarepositorio_nal@unal.edu.co |