Pattern recognition analysis of 1H NMR spectra from perchloric acid extracts of human brain tumor biopsies

Magnetic Resonance in Medicine

Volumn 39, Issue 6, 1998, Pages 869-877

  Maxwell, Ross J ^a,l   Martínez Pérez, Irene ^b   Cerdán, Sebastián ^h   Cabañas, Miquel E ^b   Arús, Carles ^b   Moreno, Àngel ^c   Capdevila, Antoni ^c   Ferrer, Enrique ^d   Bartomeus, Frederic ^e   Aparicio, Alberto ^f   Conesa, Gerard ^g   Roda, José María ⁱ   Carceller, Fernando ⁱ   Pascual, José María ⁱ   Howells, Siân L ^j   Mazucco, Roy ^k   Griffiths, John R ^k  

^a AARHUS UNIVERSITY   (Denmark)

^b UNIVERSITAT AUTÒNOMA DE BARCELONA   (Spain)

^c Centre Diagnostic Pedralbes   (Spain)

^d HOSPITAL CLÍNIC   (Spain)

^e HOSPITAL DE LA SANTA CREU I SANT PAU   (Spain)

^f HOSPITAL MÚTUA DE TERRASSA   (Spain)

^g HOSPITAL UNIVERSITARI DE BELLVITGE   (Spain)

^h INSTITUTO DE INVESTIGACIONES BIOMÉDICAS ALBERTO SOLS   (Spain)

ⁱ HOSPITAL UNIVERSITARIO LA PAZ   (Spain)

^j UNIVERSITY OF GREENWICH   (United Kingdom)

^k ST GEORGE'S UNIVERSITY OF LONDON   (United Kingdom)

^l MOUNT VERNON HOSPITAL   (United Kingdom)

more..

Author keywords

Brain; Cancer; Neural network; Principal component analysis

Indexed keywords

AMINO ACIDS; BACKPROPAGATION; BIOPSY; BRAIN; CLASSIFICATION (OF INFORMATION); METABOLITES; NUCLEAR MAGNETIC RESONANCE SPECTROSCOPY; PATTERN RECOGNITION; PRINCIPAL COMPONENT ANALYSIS; TUMORS;

BACK PROPAGATION NEURAL NETWORKS; CANCER; HUMAN BRAIN TUMORS; NEURAL NETWORK CLASSIFICATION; PATTERN RECOGNITION TECHNIQUES; PERCHLORIC ACIDS; PRINCIPAL COMPONENTS; VECTOR ROTATION;

NEURAL NETWORKS;

CREATINE; GLUTAMINE; INOSITOL; LACTIC ACID; PERCHLORIC ACID;

ARTICLE; ARTIFICIAL NEURAL NETWORK; BRAIN BIOPSY; BRAIN TUMOR; FACTORIAL ANALYSIS; GLIOMA; HUMAN; HUMAN TISSUE; MAJOR CLINICAL STUDY; MENINGIOMA; PATTERN RECOGNITION; PRINCIPAL COMPONENT ANALYSIS; PROTON NUCLEAR MAGNETIC RESONANCE;

EID: 7144262422     PISSN: 07403194     EISSN: None     Source Type: Journal    
DOI: 10.1002/mrm.1910390604     Document Type: Article

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