An Integrated Platform for Skin Cancer Heterogenous and Multilayered Data Management.
Electronic health record (EHR) systems improve health care services by allowing the combination of health data with clinical decision support features and clinical image analyses. This study presents a modular and distributed platform that is able to integrate and accommodate heterogeneous, multidim...
| Publicado en: | Journal of Medical Systems Vol. 45; no. 1; pp. 1 - 14 |
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| Autores principales: | , , , , , |
| Formato: | pictorial tables/charts Journal Article |
| Publicado: |
Springer Nature
2021
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| Acceso en línea: | Ver este registro en EBSCOhost |
| fields | @attributes: recordID: 1 pdfLink: plink: https://search.ebscohost.com/login.aspx?direct=true&db=ccm&AN=147997205&site=ehost-live header: @attributes: shortDbName: ccm uiTerm: 147997205 longDbName: CINAHL Complete uiTag: AN controlInfo: bkinfo: dissinfo: jinfo: jid: 01485598 4N0 jtl: Journal of Medical Systems issn: 01485598 maglogo: N pubinfo: dt: 2021 vid: 45 iid: 1 pid: 237 pub: Springer Nature place: New York, New York artinfo: ui: 147997205 147997205 147997205 10.1007/s10916-020-01679-3 147997205 ppf: 1 ppct: 13 formats: fmt: – @attributes: type: T – @attributes: type: P tig: atl: An Integrated Platform for Skin Cancer Heterogenous and Multilayered Data Management. aug: au: Maglogiannis, Ilias Kontogianni, Georgia Papadodima, Olga Karanikas, Haralampos Billiris, Antonis Chatziioannou, Aristotelis affil: Department of Digital Systems, University of Piraeus, 126 Grigoriou Lambraki, 18534, Piraeus, Greece sug: subj: Skin Neoplasms Data Management Melanoma Decision Support Systems, Clinical Cancer Patients Electronic Health Records Conceptual Framework Health Services ab: Electronic health record (EHR) systems improve health care services by allowing the combination of health data with clinical decision support features and clinical image analyses. This study presents a modular and distributed platform that is able to integrate and accommodate heterogeneous, multidimensional (omics, histological images and clinical) data for the multi-angled portrayal and management of skin cancer patients. The proposed design offers a layered analytical framework as an expansion of current EHR systems, which can integrate high-volume molecular -omics data, imaging data, as well as relevant clinical observations. We present a case study in the field of dermatology, where we attempt to combine the multilayered information for the early detection and characterization of melanoma. The specific architecture aspires to lower the barrier for the introduction of personalized therapeutic approaches, towards precision medicine. The paper describes the technical issues of implementation, along with an initial evaluation of the system and discussion. pubtype: Academic Journal doctype: pictorial tables/charts Journal Article ougenre: Article language: English refInfo: holdings: @attributes: islocal: N |
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