Machine learning in medical imaging: 4th international workshop, MLMI 2013, held in conjunction with MICCAI 2013, Nagoya, Japan, September 22, 2013 ; proceedings
Saved in:
| Format: | Electronic Conference Proceeding eBook |
|---|---|
| Language: | English |
| Published: |
Berlin [u.a.]
Springer
2013
|
| Series: | Lecture notes in computer science
8184 |
| Subjects: | |
| Online Access: | Volltext Inhaltsverzeichnis Abstract |
| Physical Description: | 1 Online-Ressource (XI, 262 S.) Ill., graph. Darst. |
| ISBN: | 9783319022666 9783319022673 |
| DOI: | 10.1007/978-3-319-02267-3 |
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MACHINE LEARNING IN MEDICAL IMAGING
/
: 2013
TABLE OF CONTENTS / INHALTSVERZEICHNIS
UNSUPERVISED DEEP LEARNING FOR HIPPOCAMPUS SEGMENTATION IN 7.0 TESLA MR
IMAGES
INTEGRATING MULTIPLE NETWORK PROPERTIES FOR MCI IDENTIFICATION
LEARNING-BOOSTED LABEL FUSION FOR MULTI-ATLAS AUTO-SEGMENTATION
VOLUMETRIC SEGMENTATION OF KEY FETAL BRAIN STRUCTURES IN 3D ULTRASOUND
SPARSE CLASSIFICATION WITH MRI BASED MARKERS FOR NEUROMUSCULAR DISEASE
CATEGORIZATION
FULLY AUTOMATIC DETECTION OF THE CAROTID ARTERY FROM VOLUMETRIC
ULTRASOUND IMAGES USING ANATOMICAL POSITION-DEPENDENT LBP FEATURES
A TRANSFER-LEARNING APPROACH TO IMAGE SEGMENTATION ACROSS SCANNERS BY
MAXIMIZING DISTRIBUTION SIMILARITY
A NEW ALGORITHM OF ELECTRONIC CLEANSING FOR WEAK FAECAL-TAGGING CT
COLONOGRAPHY
A UNIFIED APPROACH TO SHAPE MODEL FITTING AND NON-RIGID REGISTRATION
A BAYESIAN ALGORITHM FOR IMAGE-BASED TIME-TO-EVENT PREDICTION
PATIENT-SPECIFIC MANIFOLD EMBEDDING OF MULTISPECTRAL IMAGES USING KERNEL
COMBINATIONS
FMRI ANALYSIS WITH SPARSE WEISFEILER-LEHMAN GRAPH STATISTICS
PATCH-BASED SEGMENTATION WITHOUT REGISTRATION: APPLICATION TO KNEE MRI
FLOW-BASED CORRESPONDENCE MATCHING IN STEREOVISION
THICKNESS NETWORK (THICKNET) FEATURES FOR THE DETECTION OF PRODROMAL AD
METRIC SPACE STRUCTURES FOR COMPUTATIONAL ANATOMY
DISCRIMINATIVE GROUP SPARSE REPRESENTATION FOR MILD COGNITIVE IMPAIRMENT
CLASSIFICATION
TEMPORALLY DYNAMIC RESTING-STATE FUNCTIONAL CONNECTIVITY NETWORKS FOR
EARLY MCI IDENTIFICATION
AN IMPROVED OPTIMIZATION METHOD FOR THE RELEVANCE VOXEL MACHINE
DISENTANGLEMENT OF SESSION AND PLASTICITY EFFECTS IN LONGITUDINAL FMRI
STUDIES
IDENTIFICATION OF ALZHEIMER’S DISEASE USING INCOMPLETE MULTIMODAL
DATASET VIA MATRIX SHRINKAGE AND COMPLETION
ON FEATURE RELEVANCE IN IMAGE-BASED PREDICTION MODELS: AN EMPIRICAL
STUDY
DECISION FORESTS WITH SPATIO-TEMPORAL FEATURES FOR GRAPH-BASED TUMOR
SEGMENTATION IN 4D LUNG CT
IMPROVING PROBABILISTIC IMAGE REGISTRATION VIA REINFORCEMENT LEARNING
AND UNCERTAINTY EVALUATION
HEP-2 CELL IMAGE CLASSIFICATION: A COMPARATIVE ANALYSIS
A 2.5D COLON WALL FLATTENING MODEL FOR CT-BASED VIRTUAL COLONOSCOPY
AUGMENTING AUTO-CONTEXT WITH GLOBAL GEOMETRIC FEATURES FOR SPINAL CORD
SEGMENTATION
LARGE-SCALE MANIFOLD LEARNING USING AN ADAPTIVE SPARSE NEIGHBOR
SELECTION APPROACH FOR BRAIN TUMOR PROGRESSION PREDICTION
ENSEMBLE UNIVERSUM SVM LEARNING FOR MULTIMODAL CLASSIFICATION OF
ALZHEIMER’S DISEASE
JOINT SPARSE CODING SPATIAL PYRAMID MATCHING FOR CLASSIFICATION OF COLOR
BLOOD CELL IMAGE
MULTI-TASK SPARSE CLASSIFIER FOR DIAGNOSIS OF MCI CONVERSION TO AD WITH
LONGITUDINAL MR IMAGES
SPARSE MULTIMODAL MANIFOLD-REGULARIZED TRANSFER LEARNING FOR MCI
CONVERSION PREDICTION
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
MACHINE LEARNING IN MEDICAL IMAGING
/
: 2013
ABSTRACT / INHALTSTEXT
THIS BOOK CONSTITUTES THE REFEREED PROCEEDINGS OF THE 4TH INTERNATIONAL
WORKSHOP ON MACHINE LEARNING IN MEDICAL IMAGING, MLMI 2013, HELD IN
CONJUNCTION WITH THE INTERNATIONAL CONFERENCE ON MEDICAL IMAGE COMPUTING
AND COMPUTER ASSISTED INTERVENTION, MICCAI 2013, IN NAGOYA, JAPAN, IN
SEPTEMBER 2013. THE 32 CONTRIBUTIONS INCLUDED IN THIS VOLUME WERE
CAREFULLY REVIEWED AND SELECTED FROM 57 SUBMISSIONS. THEY FOCUS ON MAJOR
TRENDS AND CHALLENGES IN THE AREA OF MACHINE LEARNING IN MEDICAL IMAGING
AND AIM TO IDENTIFY NEW CUTTING-EDGE TECHNIQUES AND THEIR USE IN MEDICAL
IMAGING
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT. |
| any_adam_object | 1 |
| author_GND | (DE-588)1060357356 |
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| dewey-full | 616.07540285631 |
| dewey-hundreds | 600 - Technology (Applied sciences) |
| dewey-ones | 616 - Diseases |
| dewey-raw | 616.07540285631 |
| dewey-search | 616.07540285631 |
| dewey-sort | 3616.07540285631 |
| dewey-tens | 610 - Medicine and health |
| discipline | Informatik Medizintechnik Medizin |
| doi_str_mv | 10.1007/978-3-319-02267-3 |
| format | Electronic Conference Proceeding eBook |
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| spelling | Machine learning in medical imaging 4th international workshop, MLMI 2013, held in conjunction with MICCAI 2013, Nagoya, Japan, September 22, 2013 ; proceedings Guorong Wu ... (eds.) Berlin [u.a.] Springer 2013 1 Online-Ressource (XI, 262 S.) Ill., graph. Darst. txt rdacontent c rdamedia cr rdacarrier Lecture notes in computer science 8184 Bildgebendes Verfahren (DE-588)4006617-4 gnd rswk-swf Maschinelles Lernen (DE-588)4193754-5 gnd rswk-swf (DE-588)1071861417 Konferenzschrift 2013 Nagoya gnd-content Bildgebendes Verfahren (DE-588)4006617-4 s Maschinelles Lernen (DE-588)4193754-5 s DE-604 Wu, Guorong Sonstige (DE-588)1060357356 oth MLMI 4. 2013 Nagoya Sonstige (DE-588)1041634390 oth MICCAI 16. 2013 Nagoya Sonstige (DE-588)1041634617 oth Lecture notes in computer science 8184 (DE-604)BV014880109 8184 https://doi.org/10.1007/978-3-319-02267-3 Verlag Volltext Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=026833812&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=026833812&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA Abstract |
| spellingShingle | Machine learning in medical imaging 4th international workshop, MLMI 2013, held in conjunction with MICCAI 2013, Nagoya, Japan, September 22, 2013 ; proceedings 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 4th international workshop, MLMI 2013, held in conjunction with MICCAI 2013, Nagoya, Japan, September 22, 2013 ; proceedings |
| title_auth | Machine learning in medical imaging 4th international workshop, MLMI 2013, held in conjunction with MICCAI 2013, Nagoya, Japan, September 22, 2013 ; proceedings |
| title_exact_search | Machine learning in medical imaging 4th international workshop, MLMI 2013, held in conjunction with MICCAI 2013, Nagoya, Japan, September 22, 2013 ; proceedings |
| title_full | Machine learning in medical imaging 4th international workshop, MLMI 2013, held in conjunction with MICCAI 2013, Nagoya, Japan, September 22, 2013 ; proceedings Guorong Wu ... (eds.) |
| title_fullStr | Machine learning in medical imaging 4th international workshop, MLMI 2013, held in conjunction with MICCAI 2013, Nagoya, Japan, September 22, 2013 ; proceedings Guorong Wu ... (eds.) |
| title_full_unstemmed | Machine learning in medical imaging 4th international workshop, MLMI 2013, held in conjunction with MICCAI 2013, Nagoya, Japan, September 22, 2013 ; proceedings Guorong Wu ... (eds.) |
| title_short | Machine learning in medical imaging |
| title_sort | machine learning in medical imaging 4th international workshop mlmi 2013 held in conjunction with miccai 2013 nagoya japan september 22 2013 proceedings |
| title_sub | 4th international workshop, MLMI 2013, held in conjunction with MICCAI 2013, Nagoya, Japan, September 22, 2013 ; proceedings |
| topic | Bildgebendes Verfahren (DE-588)4006617-4 gnd Maschinelles Lernen (DE-588)4193754-5 gnd |
| topic_facet | Bildgebendes Verfahren Maschinelles Lernen Konferenzschrift 2013 Nagoya |
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