Biomedical signal analysis contemporary methods and applications / Fabian J. Theis and Anke Meyer-Bäse.

Author/creator Theis, Fabian J.
Other author Meyer-Bäse, Anke.
Format Electronic
Publication InfoCambridge, Mass. : MIT Press,
Descriptionxiii, 415 p., [8] p. of plates : ill. (some col.) ; 24 cm.
Supplemental ContentFull text available from MIT Press Direct to Open Backfile STEAM Monographs D2O
Supplemental ContentFull text available from Ebook Central - Academic Complete
Subjects

Contents Foundations of medical imaging and signal recording -- Spectral transformations -- Information theory and principal component analysis -- Independent component analysis and blind source separation -- Dependent component analysis -- Pattern recognition techniques -- Fuzzy clustering and genetic algorithms -- Exploratory data analysis methods for fMRI -- Low-frequency functional connectivity in fMRI -- Classification of dynamic breast MR image data -- Dynamic cerebral contrast-enhanced perfusion MRI -- Skin lesion classification -- Microscopic slice image processing and automatic labeling -- NMR water artifact removal.
Bibliography noteIncludes bibliographical references and index.
Access restrictionAvailable only to authorized users.
Technical detailsMode of access: World Wide Web
Genre/formElectronic books.
LCCN 2008055768
ISBN9780262013284 (hardcover : alk. paper)
ISBN0262013282 (hardcover : alk. paper)

Availability

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Electronic Resources ✔ Available