Machine learning in medical imaging: third international workshop, MLMI 2012, held in conjunction with MICCAI 2012, Nice, France, October 1, 2012 ; revised selected papers
Gespeichert in:
| Format: | Tagungsbericht Buch |
|---|---|
| Sprache: | English |
| Veröffentlicht: |
Berlin [u.a.]
Springer
2012
|
| Schriftenreihe: | Lecture notes in computer science
7588 |
| Schlagworte: | |
| Online-Zugang: | Inhaltstext Inhaltsverzeichnis |
| Beschreibung: | XI, 276 S. Ill., graph. Darst. 235 mm x 155 mm |
| ISBN: | 3642354270 9783642354274 |
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Datensatz im Suchindex
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IMAGE 1
TABLE OF CONTENTS
TRANSDUCTIVE PROSTATE SEGMENTATION FOR CT IMAGE GUIDED RADIOTHERAPY 1
YINGHUAN SHI, SHU LIAO, YAOZONG GAO, DAOQIANG ZHANG, YANG GAO, AND
DINGGANG SHEN
MODEL-DRIVEN CENTERLINE EXTRACTION FOR SEVERELY OCCLUDED MAJOR CORONARY
ARTERIES 10
YEFENG ZHENG, JIANHUA SHEN, HUSEYIN TEK, AND GARETH FUNKA-LEA
MRI CONFIRMED PROSTATE TISSUE CLASSIFICATION WITH LAPLACIAN EIGENMAPS OF
ULTRASOUND RF SPECTRA 19
MEHDI MORADI, CHRISTIAN WACHINGER, ANDRIY FEDOROV, WILLIAM M. WELLS,
TINA KAPUR, LUCIANT D. WOLFSBERGER, PAUL NGUYEN, AND CLARE M. TEMPANY
HIERARCHICAL ENSEMBLE OF MULTI-LEVEL CLASSIFIERS FOR DIAGNOSIS OF
ALZHEIMER'S DISEASE 27
MANHUA LIU, DAOQIANG ZHANG, PEW-THIAN YAP, AND DINGGANG SHEN
DENSE DEFORMATION RECONSTRUCTION VIA SPARSE CODING 36
YONGHONG SHI, GUORONG WU, ZHIJIAN SONG, AND DINGGANG SHEN
GROUP SPARSITY CONSTRAINED AUTOMATIC BRAIN LABEL PROPAGATION 45
SHU LIAO, DAOQIANG ZHANG, PEW-THIAN YAP, GUORONG WU, AND DINGGANG SHEN
SPARSE PATCH-GUIDED DEFORMATION ESTIMATION FOR IMPROVED IMAGE
REGISTRATION 54
MINJEONG KIM, GUORONG WU, AND DINGGANG SHEN
COMPUTER-AIDED DETECTION OF ANEURYSMS IN 3D TIME-OF-FLIGHT MRA DATASETS
63
SANTIAGO SUNIAGA, RENE WERNER, ANDRE KEMMLING, MICHAEL GROTH, JENS
FIEHLER, AND NILS DANIEL FORKERT
DATA DRIVEN CONSTRAINTS FOR THE SVM 70
SUNE DARKNER AND LINE H. CLEMMENSEN
TOWARDS IMPROVING THE ACCURACY OF SENSORLESS FREEHAND 3D ULTRASOUND BY
LEARNING 78
JULIETTE CONRATH AND CATHERINE LAPORTE
HTTP://D-NB.INFO/1027634001
IMAGE 2
X TABLE OF CONTENTS
A NOVEL 3D JOINT MGRF FRAMEWORK FOR PRECISE LUNG SEGMENTATION . 86
BEHNOUSH ABDOLLAHI, AHMED SOLIMAN, A.C. CIVELEK, X.-F. LI, G.
GIMEL'FARB, AND AYMAN EL-BAZ
NONLINEAR DISCRIMINANT GRAPH EMBEDDINGS FOR DETECTING WHITE MATTER
LESIONS IN FLAIR MRI 94
SAMUEL KADOURY, GURAY ERUS, AND CHRISTOS DAVATZIKOS
USE OF PATTERN-INFORMATION ANALYSIS IN VISION SCIENCE: A PRAGMATIC
EXAMINATION 103
MATHIEU J. RUIZ, JEAN-MICHEL HUPE, AND MICHEL DOJAT
HUMAN AGE ESTIMATION WITH SURFACE-BASED FEATURES FROM MRI IMAGES ILL
JIEQIONG WANG, DAI DAI, MENG LI, JING HUA, AND HUIGUANG HE
BIOMEDICAL IMAGES CLASSIFICATION BY UNIVERSAL NEAREST NEIGHBOURS
CLASSIFIER USING POSTERIOR PROBABILITY 119
ROBERTO D'AMBROSIO, WAFA BEL HAJ ALI, RICHARD NOCK, PAOLO SODA, FRANK
NIELSEN, AND MICHEL BARLAUD
SIMULTANEOUS REGISTRATION AND SEGMENTATION BY LI MINIMIZATION 128 PRATIK
SHAH AND MITHUN DAS GUPTA
ON THE CREATION OF GENERIC FMRI FEATURE NETWORKS USING 3-D MOMENT
INVARIANTS 136
LOIZOS MARKIDES AND DUNCAN FYFE GILLIES
DESCRIPTION AND CLASSIFICATION OF CONFOCAL ENDOMICROSCOPIC IMAGES FOR
THE AUTOMATIC DIAGNOSIS OF INFLAMMATORY BOWEL DISEASE 144
SARA COUCEIRO, JOAO P. BARRETO, PAULO FREIRE, AND PEDRO FIGUEIREDO
A LOCALIZED MKL METHOD FOR BRAIN CLASSIFICATION WITH KNOWN INTRA-CLASS
VARIABILITY 152
AYDIN ULA§, MEHMET GONEN, UMBERTO CASTELLANI, VITTORIO MURINO, MARCELLA
BELLANI, MICHELE TANSELLA, AND PAOLO BRAMBILLA
SUPERVISED IMAGE SEGMENTATION ACROSS SCANNER PROTOCOLS: A TRANSFER
LEARNING APPROACH 160
ANNEGREET VAN OPBROEK, M. ARFAN IKRAM, MEIKE W. VERNOOIJ, AND MARLEEN DE
BRUIJNE
LEARNING TO LOCATE CORTICAL BONE IN MRI 168
GERARDO HERMOSILLO, VIKAS C. RAYKAR, AND XIANG ZHOU
QUALITY CLASSIFICATION OF MICROSCOPIC IMAGERY WITH WEAKLY SUPERVISED
LEARNING 176
XINGHUA LOU, LUCA FIASCHI, ULLRICH KOETHE, AND FRED A. HAMPRECHT
IMAGE 3
TABLE OF CONTENTS XI
GRAPH-BASED INTER-SUBJECT CLASSIFICATION OF LOCAL FMRI PATTERNS 184
SYLVAIN TAKERKART, GUILLAUME AUZIAS, BERTRAND THIRION, DANIELE SCHON,
AND LIVA RALAIVOLA
COMBINING MULTIPLE IMAGE SEGMENTATIONS BY MAXIMIZING EXPERT AGREEMENT
193
JONI-KRISTIAN KAMARAINEN, LASSE LENSU, AND TOMI KAUPPI
CARDIAC LV AND RV SEGMENTATION USING MUTUAL CONTEXT INFORMATION 201
DWARIKANATH MAHAPATRA AND JOACHIM M. BUHMANN
NON-PARAMETRIC DENSITY MODELING AND OUTLIER DETECTION IN MEDICAL IMAGING
DATASETS 210
VIRGILE FRITSCH, GAEL VAROQUAUX, JEAN-BAPTISTE POLINE, AND BERTRAND
THIRION
LEARNING CORRESPONDENCES IN KNEE MR IMAGES FROM THE OSTEOARTHRITIS
INITIATIVE 218
RICARDO GUERRERO, CLAIRE R. DONOGHUE, LUIS PIZARRO, AND DANIEL RUECKERT
GRADIENT PROJECTION LEARNING FOR PARAMETRIC NONRIGID REGISTRATION 226
STEFAN PSZCZOLKOWSKI, LUIS PIZARRO, DECLAN P. O 'REGAN, AND DANIEL
RUECKERT
LEARNING TO RANK FROM MEDICAL IMAGING DATA 234
FABIAN PEDREGOSA, ELODIE GAUVET, GAEL VAROQUAUX, CHRISTOPHE PALLIER,
BERTRAND THIRION, AND ALEXANDRE GRAMFORT
INTEGRATING STATISTICAL SHAPE MODELS INTO A GRAPH CUT FRAMEWORK FOR
TOOTH SEGMENTATION 242
JOHANNES KEUSTERMANS, DIRK VANDERMEULEN, AND PAUL SUETENS
A RANDOM FOREST BASED APPROACH FOR ONE CLASS CLASSIFICATION IN MEDICAL
IMAGING 250
CHESNER DESIR, SIMON BERNARD, CAROLINE PETITJEAN, AND LAURENT HEUTTE
FINDING DEFORMABLE SHAPES BY CORRESPONDENCE-FREE INSTANTIATION AND
REGISTRATION OF STATISTICAL SHAPE MODELS 258
WEIGUO XIE, STEFFEN SCHUMANN, JOCHEN FRANKE, PAUL ALFRED GRIITZNER,
LUTZ-PETER NOLTE, AND GUOYAN ZHENG
COMPUTER AIDED SKIN LESION DIAGNOSIS WITH HUMANS IN THE LOOP 266 OROD
RAZEGHI, GUOPING QIU, HYWEL WILLIAMS, AND KIM THOMAS
AUTHOR INDEX 275 |
| any_adam_object | 1 |
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| discipline | Informatik Medizintechnik Medizin |
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| spelling | Machine learning in medical imaging third international workshop, MLMI 2012, held in conjunction with MICCAI 2012, Nice, France, October 1, 2012 ; revised selected papers Fei Wang ... (eds.) Berlin [u.a.] Springer 2012 XI, 276 S. Ill., graph. Darst. 235 mm x 155 mm txt rdacontent n rdamedia nc rdacarrier Lecture notes in computer science 7588 Bildgebendes Verfahren (DE-588)4006617-4 gnd rswk-swf Maschinelles Lernen (DE-588)4193754-5 gnd rswk-swf (DE-588)1071861417 Konferenzschrift 2012 Nizza gnd-content Bildgebendes Verfahren (DE-588)4006617-4 s Maschinelles Lernen (DE-588)4193754-5 s DE-604 Wang, Fei Sonstige (DE-588)142310611 oth MLMI 3 2012 Nizza Sonstige (DE-588)1029049343 oth MICCAI 15 2012 Nizza Sonstige (DE-588)1026460085 oth Erscheint auch als Online-Ausgabe 978-3-642-35428-1 Lecture notes in computer science 7588 (DE-604)BV000000607 7588 X:MVB text/html http://deposit.dnb.de/cgi-bin/dokserv?id=4175172&prov=M&dok_var=1&dok_ext=htm Inhaltstext DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=025462931&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Machine learning in medical imaging third international workshop, MLMI 2012, held in conjunction with MICCAI 2012, Nice, France, October 1, 2012 ; revised selected papers Lecture notes in computer science Bildgebendes Verfahren (DE-588)4006617-4 gnd Maschinelles Lernen (DE-588)4193754-5 gnd |
| subject_GND | (DE-588)4006617-4 (DE-588)4193754-5 (DE-588)1071861417 |
| title | Machine learning in medical imaging third international workshop, MLMI 2012, held in conjunction with MICCAI 2012, Nice, France, October 1, 2012 ; revised selected papers |
| title_auth | Machine learning in medical imaging third international workshop, MLMI 2012, held in conjunction with MICCAI 2012, Nice, France, October 1, 2012 ; revised selected papers |
| title_exact_search | Machine learning in medical imaging third international workshop, MLMI 2012, held in conjunction with MICCAI 2012, Nice, France, October 1, 2012 ; revised selected papers |
| title_full | Machine learning in medical imaging third international workshop, MLMI 2012, held in conjunction with MICCAI 2012, Nice, France, October 1, 2012 ; revised selected papers Fei Wang ... (eds.) |
| title_fullStr | Machine learning in medical imaging third international workshop, MLMI 2012, held in conjunction with MICCAI 2012, Nice, France, October 1, 2012 ; revised selected papers Fei Wang ... (eds.) |
| title_full_unstemmed | Machine learning in medical imaging third international workshop, MLMI 2012, held in conjunction with MICCAI 2012, Nice, France, October 1, 2012 ; revised selected papers Fei Wang ... (eds.) |
| title_short | Machine learning in medical imaging |
| title_sort | machine learning in medical imaging third international workshop mlmi 2012 held in conjunction with miccai 2012 nice france october 1 2012 revised selected papers |
| title_sub | third international workshop, MLMI 2012, held in conjunction with MICCAI 2012, Nice, France, October 1, 2012 ; revised selected papers |
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