2026-06-01T02:24:08Zhttps://docta.ucm.es/rest/oai/request

oai:docta.ucm.es:20.500.14352/518162024-08-30T17:37:03Zcom_20.500.14352_14col_20.500.14352_15

bioNMF: a versatile tool for non-negative matrix factorization in biology Pascual Montano, Alberto Carmona Saez, Pedro Chagoyen, Mónica Tirado Fernández, José Francisco Carazo, José M. Pascual Marqui, Roberto. D. 004 Gene expression data Independent component analysis Microarray data Class discovery Profiles Identification Algorithms Features Cancer Informática (Informática) 1203.17 Informática © 2006 Pascual-Montano et a. This work has been partially funded by the Spanish grants CICYT BFU2004-00217/BMC, GEN2003-20235-c05-05, CYTED-505PI0058, TIN2005-5619, PR27/05-13964-BSCH and a collaborative grant between the Spanish CSIC and the Canadian NRC (CSIC-050402040003). PCS is recipient of a grant from CAM. APM acknowledges the support of the Spanish Ramón y Cajal program. Medical imaging has become an absolutely essential diagnostic tool for clinical practices; at present, pathologies can be detected with an earliness never before known. Its use has not only been relegated to the field of radiology but also, increasingly, to computer-based imaging processes prior to surgery. Motion analysis, in particular, plays an important role in analyzing activities or behaviors of live objects in medicine. This short paper presents several low-cost hardware implementation approaches for the new generation of tablets and/or smartphones for estimating motion compensation and segmentation in medical images. These systems have been optimized for breast cancer diagnosis using magnetic resonance imaging technology with several advantages over traditional X-ray mammography, for example, obtaining patient information during a short period. This paper also addresses the challenge of offering a medical tool that runs on widespread portable devices, both on tablets and/or smartphones to aid in patient diagnostics. CICYT (Spain) CSIC (Spain) Canadian NRC CAM Spanish Ramón y Cajal program Sección Deptal. de Arquitectura de Computadores y Automática (Físicas) Fac. de Ciencias Físicas TRUE pub 2023-06-20T11:11:44Z 2023-06-20T11:11:44Z 2006-07-28 journal article https://hdl.handle.net/20.500.14352/51816 1471-2105 10.1186/1471-2105-7-366 eng BFU2004- 00217/BMC GEN2003-20235-c05-05 CYTED-505PI0058 TIN2005-5619 PR27/05-13964-BSCH CSIC-050402040003 Atribución 3.0 España https://creativecommons.org/licenses/by/3.0/es/ open access application/pdf Biomed Central LTD