caa a22 4500 463178408 CHVBK 20180406164831.0 cr unu---uuuuu 170326e20070301xx s 000 0 eng 10.1007/s10278-006-0859-2 doi (NATIONALLICENCE)springer-10.1007/s10278-006-0859-2 Bio-Image Warehouse System: Concept and Implementation of a Diagnosis-Based Data Warehouse for Advanced Imaging Modalities in Neuroradiology [Elektronische Daten] [L. Minati, F. Ghielmetti, V. Ciobanu, L. D'Incerti, C. Maccagnano, A. Bizzi, M. Bruzzone] Advanced neuroimaging techniques, such as functional magnetic resonance imaging (fMRI), chemical shift spectroscopy imaging (CSI), diffusion tensor imaging (DTI), and perfusion-weighted imaging (PWI) create novel challenges in terms of data storage and management: huge amounts of raw data are generated, the results of analysis may depend on the software and settings that have been used, and most often intermediate files are inherently not compliant with the current DICOM (digital imaging and communication in medicine) standard, as they contain multidimensional complex and tensor arrays and various other types of data structures. A software architecture, referred to as Bio-Image Warehouse System (BIWS), which can be used alongside a radiology information system/picture archiving and communication system (RIS/PACS) system to store neuroimaging data for research purposes, is presented. The system architecture is conceived with the purpose of enabling to query by diagnosis according to a predefined two-layered classification taxonomy. The operational impact of the system and the time needed to get acquainted with the web-based interface and with the taxonomy are found to be limited. The development of modules enabling automated creation of statistical templates is proposed. SCAR (Society for Computer Applications in Radiology), 2007 PACS nationallicence image repository nationallicence data warehouse nationallicence web-based nationallicence neuroradiology nationallicence Minati L. Scientific Direction Unit, Istituto Nazionale Neurologico "C. Besta”, via Celoria, 11, I-20133, Milano, Italy aut Ghielmetti F. Neuroradiology Department, Istituto Nazionale Neurologico "C. Besta”, Milan, Italy aut Ciobanu V. MS Lab Srl, Craiova, România aut D'Incerti L. Neuroradiology Department, Istituto Nazionale Neurologico "C. Besta”, Milan, Italy aut Maccagnano C. Neuroradiology Department, Istituto Nazionale Neurologico "C. Besta”, Milan, Italy aut Bizzi A. Neuroradiology Department, Istituto Nazionale Neurologico "C. Besta”, Milan, Italy aut Bruzzone M. Neuroradiology Department, Istituto Nazionale Neurologico "C. Besta”, Milan, Italy aut Journal of Digital Imaging Springer-Verlag; http://www.springer-ny.com 20/1(2007-03-01), 32-41 0897-1889 20:1<32 2007 20 10278 https://doi.org/10.1007/s10278-006-0859-2 text/html Onlinezugriff via DOI 1 research-article jats NATIONALLICENCE 856 40 https://doi.org/10.1007/s10278-006-0859-2 text/html Onlinezugriff via DOI NATIONALLICENCE 700 1- Minati L. Scientific Direction Unit, Istituto Nazionale Neurologico "C. Besta”, via Celoria, 11, I-20133, Milano, Italy aut NATIONALLICENCE 700 1- Ghielmetti F. Neuroradiology Department, Istituto Nazionale Neurologico "C. Besta”, Milan, Italy aut NATIONALLICENCE 700 1- Ciobanu V. MS Lab Srl, Craiova, România aut NATIONALLICENCE 700 1- D'Incerti L. Neuroradiology Department, Istituto Nazionale Neurologico "C. Besta”, Milan, Italy aut NATIONALLICENCE 700 1- Maccagnano C. Neuroradiology Department, Istituto Nazionale Neurologico "C. Besta”, Milan, Italy aut NATIONALLICENCE 700 1- Bizzi A. Neuroradiology Department, Istituto Nazionale Neurologico "C. Besta”, Milan, Italy aut NATIONALLICENCE 700 1- Bruzzone M. Neuroradiology Department, Istituto Nazionale Neurologico "C. Besta”, Milan, Italy aut NATIONALLICENCE 773 0- Journal of Digital Imaging Springer-Verlag; http://www.springer-ny.com 20/1(2007-03-01), 32-41 0897-1889 20:1<32 2007 20 10278 Metadata rights reserved Springer special CC-BY-NC licence nationallicence BK010053 XK010053 XK010000 NATIONALLICENCE NATIONALLICENCE NL-springer