https://scholars.lib.ntu.edu.tw/handle/123456789/462402
DC 欄位 | 值 | 語言 |
---|---|---|
dc.contributor.author | Yu, H.-J. | en_US |
dc.contributor.author | HONG-SHIEE LAI | en_US |
dc.contributor.author | Chen, K.-H. | en_US |
dc.contributor.author | Chou, H.-C. | en_US |
dc.contributor.author | JIN-MING WU | en_US |
dc.contributor.author | Dorjgochoo, S. | en_US |
dc.contributor.author | Mendjargal, A. | en_US |
dc.contributor.author | Altangerel, E. | en_US |
dc.contributor.author | YU-WEN TIEN | en_US |
dc.contributor.author | Hsueh, C.-W. | en_US |
dc.contributor.author | FEI-PEI LAI | en_US |
dc.contributor.author | CHIH-WEN HSUEH | en_US |
dc.creator | Yu H.-J.;Hong-Shiee Lai;Chen K.-H.;Chou H.-C.;Wu J.-M.;Dorjgochoo S.;Mendjargal A.;Altangerel E.;Tien Y.-W.;Hsueh C.-W.;Lai F. | - |
dc.date.accessioned | 2020-02-24T05:13:14Z | - |
dc.date.available | 2020-02-24T05:13:14Z | - |
dc.date.issued | 2013 | - |
dc.identifier.issn | 0169-2607 | - |
dc.identifier.uri | https://www.scopus.com/inward/record.uri?eid=2-s2.0-84880036264&doi=10.1016%2fj.cmpb.2013.04.019&partnerID=40&md5=f3c12a983349ac593a43aeacf175b9d6 | - |
dc.identifier.uri | https://scholars.lib.ntu.edu.tw/handle/123456789/462402 | - |
dc.description.abstract | Background: Pancreaticoduodenectomy (PD) is a major operation with high complication rate. Thereafter, patients may develop morbidity because of the complex reconstruction and loss of pancreatic parenchyma. A well-designed database is very important to address both the short-term and long-term outcomes after PD. Objective: The objective of this research was to build an international PD database implemented with security and clinical rule supporting functions, which made the data-sharing easier and improve the accuracy of data. Methods: The proposed system is a cloud-based application. To fulfill its requirements, the system comprises four subsystems: a data management subsystem, a clinical rule supporting subsystem, a short message notification subsystem, and an information security subsystem. After completing the surgery, the physicians input the data retrospectively, which are analyzed to study factors associated with post-PD common complications (delayed gastric emptying and pancreatic fistula) to validate the clinical value of this system. Results: Currently, this database contains data from nearly 500 subjects. Five medical centers in Taiwan and two cancer centers in Mongolia are participating in this study. A data mining model of the decision tree analysis showed that elderly patients (>76 years) with pylorus-preserving PD (PPPD) have higher proportion of delayed gastric emptying. About the pancreatic fistula, the data mining model of the decision tree analysis revealed that cases with non-pancreaticogastrostomy (PG) reconstruction - body mass index (BMI). >29.65 or PG reconstruction - BMI. >23.7 - non-classic PD have higher proportion of pancreatic fistula after PD. Conclusions: The proposed system allows medical staff to collect and store clinical data in a cloud, sharing the data with other physicians in a secure manner to achieve collaboration in research. ? 2013 Elsevier Ireland Ltd. | - |
dc.relation.ispartof | Computer Methods and Programs in Biomedicine | - |
dc.subject.classification | [SDGs]SDG3 | - |
dc.subject.other | Clinical database; Cloud-based applications; Collaborative database; Data mining models; Decision tree analysis; Gastric emptying; Long-term outcome; Pancreaticoduodenectomy; Clouds; Data mining; Decision trees; Information management; Security of data; Database systems; aged; article; body mass; cancer center; data mining; decision tree; human; information processing; Mongolia; pancreas fistula; pancreaticoduodenectomy; physician; stomach emptying; Taiwan; Clinical database; Cloud; Pancreaticoduodenectomy; Aged; Algorithms; Body Mass Index; Computer Systems; Data Collection; Databases, Factual; Gastric Emptying; Humans; Image Processing, Computer-Assisted; Medical Informatics; Mongolia; Pancreatic Fistula; Pancreaticoduodenectomy; Registries; Reproducibility of Results; Software; Taiwan; User-Computer Interface | - |
dc.title | A sharable cloud-based pancreaticoduodenectomy collaborative database for physicians: Emphasis on security and clinical rule supporting | en_US |
dc.type | journal article | en |
dc.identifier.doi | 10.1016/j.cmpb.2013.04.019 | - |
dc.identifier.pmid | 23706526 | - |
dc.identifier.scopus | 2-s2.0-84880036264 | - |
dc.relation.pages | 488-497 | - |
dc.relation.journalvolume | 111 | - |
dc.relation.journalissue | 2 | - |
item.cerifentitytype | Publications | - |
item.fulltext | no fulltext | - |
item.openairecristype | http://purl.org/coar/resource_type/c_6501 | - |
item.openairetype | journal article | - |
item.grantfulltext | none | - |
crisitem.author.dept | Surgery | - |
crisitem.author.dept | Surgery-NTUH | - |
crisitem.author.dept | Surgery-NTUH | - |
crisitem.author.dept | Surgery | - |
crisitem.author.dept | Surgery | - |
crisitem.author.dept | Surgery-NTUH | - |
crisitem.author.dept | Biomedical Electronics and Bioinformatics | - |
crisitem.author.dept | Computer Science and Information Engineering | - |
crisitem.author.dept | Electrical Engineering | - |
crisitem.author.dept | Networking and Multimedia | - |
crisitem.author.dept | Computer Science and Information Engineering | - |
crisitem.author.dept | FinTech Center | - |
crisitem.author.orcid | 0000-0002-7958-2183 | - |
crisitem.author.orcid | 0000-0002-1821-239X | - |
crisitem.author.orcid | 0000-0002-9126-2705 | - |
crisitem.author.orcid | 0000-0003-0179-7325 | - |
crisitem.author.orcid | 0000-0003-2478-7891 | - |
crisitem.author.parentorg | College of Medicine | - |
crisitem.author.parentorg | National Taiwan University Hospital | - |
crisitem.author.parentorg | National Taiwan University Hospital | - |
crisitem.author.parentorg | College of Medicine | - |
crisitem.author.parentorg | College of Medicine | - |
crisitem.author.parentorg | National Taiwan University Hospital | - |
crisitem.author.parentorg | College of Electrical Engineering and Computer Science | - |
crisitem.author.parentorg | College of Electrical Engineering and Computer Science | - |
crisitem.author.parentorg | College of Electrical Engineering and Computer Science | - |
crisitem.author.parentorg | College of Electrical Engineering and Computer Science | - |
crisitem.author.parentorg | College of Electrical Engineering and Computer Science | - |
crisitem.author.parentorg | Others: University-Level Research Centers | - |
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