Data Mining for Rational Drug Design
Autor(a) principal: | |
---|---|
Data de Publicação: | 2017 |
Tipo de documento: | Dissertação |
Idioma: | eng |
Título da fonte: | Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
Texto Completo: | https://repositorio-aberto.up.pt/handle/10216/105446 |
Resumo: | Currently, there are a large number of drugs available that promote greater efficiency in health systems and are an asset to the health of the population. Its importance is indisputable to human life and consequently translates into greater competence at the professional level, bringing many benefits to society. In addition, the conscious use of medicines also leads to a decreasing need for other, longer and more expensive health care.The process of drug design consists of several steps until reaching the final phase that corresponds to the clinical tests. One of the process steps consists on testing five important properties of a drug, known as ADMET (Absorption, Distribution, Metabolism, Excretion and Toxicity) tests.The work of this dissertation consists in the study of Data Mining techniques and evaluation of its potentialities to improve the process of development of new drugs, in particular to contribute to the improvement and reduction of the costs of ADMET tests |
id |
RCAP_d244a5fc43f7d100907a8b7c8c253778 |
---|---|
oai_identifier_str |
oai:repositorio-aberto.up.pt:10216/105446 |
network_acronym_str |
RCAP |
network_name_str |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
repository_id_str |
7160 |
spelling |
Data Mining for Rational Drug DesignEngenharia médicaMedical engineeringCurrently, there are a large number of drugs available that promote greater efficiency in health systems and are an asset to the health of the population. Its importance is indisputable to human life and consequently translates into greater competence at the professional level, bringing many benefits to society. In addition, the conscious use of medicines also leads to a decreasing need for other, longer and more expensive health care.The process of drug design consists of several steps until reaching the final phase that corresponds to the clinical tests. One of the process steps consists on testing five important properties of a drug, known as ADMET (Absorption, Distribution, Metabolism, Excretion and Toxicity) tests.The work of this dissertation consists in the study of Data Mining techniques and evaluation of its potentialities to improve the process of development of new drugs, in particular to contribute to the improvement and reduction of the costs of ADMET tests2017-07-072017-07-07T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisapplication/pdfhttps://repositorio-aberto.up.pt/handle/10216/105446TID:201796198engCatarina Isabel Peixoto Candeiasinfo:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-11-29T15:43:53Zoai:repositorio-aberto.up.pt:10216/105446Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-20T00:30:36.605839Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse |
dc.title.none.fl_str_mv |
Data Mining for Rational Drug Design |
title |
Data Mining for Rational Drug Design |
spellingShingle |
Data Mining for Rational Drug Design Catarina Isabel Peixoto Candeias Engenharia médica Medical engineering |
title_short |
Data Mining for Rational Drug Design |
title_full |
Data Mining for Rational Drug Design |
title_fullStr |
Data Mining for Rational Drug Design |
title_full_unstemmed |
Data Mining for Rational Drug Design |
title_sort |
Data Mining for Rational Drug Design |
author |
Catarina Isabel Peixoto Candeias |
author_facet |
Catarina Isabel Peixoto Candeias |
author_role |
author |
dc.contributor.author.fl_str_mv |
Catarina Isabel Peixoto Candeias |
dc.subject.por.fl_str_mv |
Engenharia médica Medical engineering |
topic |
Engenharia médica Medical engineering |
description |
Currently, there are a large number of drugs available that promote greater efficiency in health systems and are an asset to the health of the population. Its importance is indisputable to human life and consequently translates into greater competence at the professional level, bringing many benefits to society. In addition, the conscious use of medicines also leads to a decreasing need for other, longer and more expensive health care.The process of drug design consists of several steps until reaching the final phase that corresponds to the clinical tests. One of the process steps consists on testing five important properties of a drug, known as ADMET (Absorption, Distribution, Metabolism, Excretion and Toxicity) tests.The work of this dissertation consists in the study of Data Mining techniques and evaluation of its potentialities to improve the process of development of new drugs, in particular to contribute to the improvement and reduction of the costs of ADMET tests |
publishDate |
2017 |
dc.date.none.fl_str_mv |
2017-07-07 2017-07-07T00:00:00Z |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/masterThesis |
format |
masterThesis |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
https://repositorio-aberto.up.pt/handle/10216/105446 TID:201796198 |
url |
https://repositorio-aberto.up.pt/handle/10216/105446 |
identifier_str_mv |
TID:201796198 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
application/pdf |
dc.source.none.fl_str_mv |
reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação instacron:RCAAP |
instname_str |
Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
instacron_str |
RCAAP |
institution |
RCAAP |
reponame_str |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
collection |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
repository.name.fl_str_mv |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
repository.mail.fl_str_mv |
|
_version_ |
1799136215995252736 |