Machine learning in medical imaging: 5th international workshop, MLMI 2014, held in conjunction with MICCAI 2014, Boston, MA, USA, September 14, 2014 ; proceedings
Gespeichert in:
Format: | Elektronisch Tagungsbericht E-Book |
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Sprache: | English |
Veröffentlicht: |
Cham [u.a.]
Springer
2014
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Schriftenreihe: | Lecture notes in computer science
8679 |
Schlagworte: | |
Online-Zugang: | DE-634 DE-M347 DE-92 DE-859 DE-861 DE-91 DE-384 DE-473 DE-703 DE-20 DE-706 DE-29 DE-739 Volltext Inhaltsverzeichnis Abstract |
Beschreibung: | 1 Online-Ressource (XII, 332 S.) Ill., graph. Darst. |
ISBN: | 9783319105819 |
DOI: | 10.1007/978-3-319-10581-9 |
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Datensatz im Suchindex
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adam_text |
MACHINE LEARNING IN MEDICAL IMAGING
/
: 2014
TABLE OF CONTENTS / INHALTSVERZEICHNIS
SPARSITY-LEARNING-BASED LONGITUDINAL MR IMAGE REGISTRATION FOR EARLY
BRAIN DEVELOPMENT
GRAPH-BASED LABEL PROPAGATION IN FETAL BRAIN MR IMAGES
DEEP LEARNING BASED AUTOMATIC IMMUNE CELL DETECTION FOR
IMMUNOHISTOCHEMISTRY IMAGES
STACKED MULTISCALE FEATURE LEARNING FOR DOMAIN INDEPENDENT MEDICAL IMAGE
SEGMENTATION
DETECTION OF MAMMOGRAPHIC MASSES BY CONTENT-BASED IMAGE RETRIEVAL
INFERRING SOURCES OF DEMENTIA PROGRESSION WITH NETWORK DIFFUSION MODEL
3D INTERVERTEBRAL DISC LOCALIZATION THROUGH REPRESENTATION LEARNING WITH
KNOWLEDGE TRANSFER
EXPLORING COMPACT REPRESENTATION OF SICE MATRICES FOR FUNCTIONAL BRAIN
NETWORK CLASSIFICATION
DEEP LEARNING FOR CEREBELLAR ATAXIA CLASSIFICATION AND FUNCTIONAL SCORE
REGRESSION
MANIFOLD ALIGNMENT AND TRANSFER LEARNING FOR CLASSIFICATION OF
ALZHEIMER’S DISEASE
GLEASON GRADING OF PROSTATE TUMORS WITH MAX-MARGIN CONDITIONAL RANDOM
FIELDS
LEARNING DISTANCE TRANSFORM FOR BOUNDARY DETECTION AND DEFORMABLE
SEGMENTATION IN CT PROSTATE IMAGES
GEODESIC GEOMETRIC MEAN OF REGIONAL COVARIANCE DESCRIPTORS AS AN
IMAGE-LEVEL DESCRIPTOR FOR NUCLEAR ATYPIA GRADING IN BREAST IMAGES
A CONSTRAINED REGRESSION FORESTS SOLUTION TO 3D FETAL ULTRASOUND PLANE
LOCALIZATION FOR LONGITUDINAL ANALYSIS OF BRAIN GROWTH AND MATURATION
DEEP LEARNING OF IMAGE FEATURES FROM UNLABELED DATA FOR MULTIPLE
SCLEROSIS LESION SEGMENTATION
FETAL ABDOMINAL STANDARD PLANE LOCALIZATION THROUGH REPRESENTATION
LEARNING WITH KNOWLEDGE TRANSFER
SEARCHING FOR STRUCTURES OF INTEREST IN AN ULTRASOUND VIDEO SEQUENCE
ANATOMICALLY CONSTRAINED WEAK CLASSIFIER FUSION FOR EARLY DETECTION OF
ALZHEIMER’S DISEASE
AUTOMATIC BONE AND MARROW EXTRACTION FROM DUAL ENERGY CT THROUGH SVM
MARGIN-BASED MULTI-MATERIAL DECOMPOSITION MODEL SELECTION
SPARSE DISCRIMINATIVE FEATURE SELECTION FOR MULTI-CLASS ALZHEIMER’S
DISEASE CLASSIFICATION
CONTEXT-AWARE ANATOMICAL LANDMARK DETECTION: APPLICATION TO DEFORMABLE
MODEL INITIALIZATION IN PROSTATE CT IMAGES
OPTIMAL MAP PARAMETERS ESTIMATION IN STAPLE-LEARNING FROM PERFORMANCE
PARAMETERS VERSUS IMAGE SIMILARITY INFORMATION
COLON BIOPSY CLASSIFICATION USING CRYPT ARCHITECTURE
NETWORK GUIDED GROUP FEATURE SELECTION FOR CLASSIFICATION OF AUTISM
SPECTRUM DISORDER
DEFORMATION FIELD CORRECTION FOR SPATIAL NORMALIZATION OF PET IMAGES
USING A POPULATION-DERIVED PARTIAL LEAST SQUARES MODEL
NOVEL MULTI-ATLAS SEGMENTATION BY MATRIX COMPLETION
STRUCTURED RANDOM FOREST FOR MYOCARDIUM DELINEATION IN 3D
ECHOCARDIOGRAPHY
IMPROVED REPRODUCIBILITY OF NEUROANATOMICAL DEFINITION THROUGH
DIFFEOMORPHOMETRY AND COMPLEXITY REDUCTION
TOPOLOGICAL DESCRIPTORS OF HISTOLOGY IMAGES
ROBUST DEEP LEARNING FOR IMPROVED CLASSIFICATION OF AD/MCI PATIENTS
SUBJECT SPECIFIC SPARSE DICTIONARY LEARNING FOR ATLAS BASED BRAIN MRI
SEGMENTATION
ONLINE DISCRIMINATIVE MULTI-ATLAS LEARNING WITH APPLICATION TO
ISOINTENSE INFANT BRAIN SEGMENTATION.
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
MACHINE LEARNING IN MEDICAL IMAGING
/
: 2014
ABSTRACT / INHALTSTEXT
THIS BOOK CONSTITUTES THE REFEREED PROCEEDINGS OF THE 5TH INTERNATIONAL
WORKSHOP ON MACHINE LEARNING IN MEDICAL IMAGING, MLMI 2014, HELD IN
CONJUNCTION WITH THE INTERNATIONAL CONFERENCE ON MEDICAL IMAGE COMPUTING
AND COMPUTER ASSISTED INTERVENTION, MICCAI 2014, IN CAMBRIDGE, MA, USA,
IN SEPTEMBER 2014. THE 40 CONTRIBUTIONS INCLUDED IN THIS VOLUME WERE
CAREFULLY REVIEWED AND SELECTED FROM 70 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 |
building | Verbundindex |
bvnumber | BV042168155 |
classification_rvk | SS 4800 |
classification_tum | DAT 708f DAT 760f MED 385f MED 230f |
collection | ZDB-2-LNC |
ctrlnum | (OCoLC)892077971 (DE-599)BVBBV042168155 |
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 | 10.1007/978-3-319-10581-9 |
format | Electronic Conference Proceeding eBook |
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physical | 1 Online-Ressource (XII, 332 S.) Ill., graph. Darst. |
psigel | ZDB-2-LNC |
publishDate | 2014 |
publishDateSearch | 2014 |
publishDateSort | 2014 |
publisher | Springer |
record_format | marc |
series | Lecture notes in computer science |
series2 | Lecture notes in computer science |
spelling | Machine learning in medical imaging 5th international workshop, MLMI 2014, held in conjunction with MICCAI 2014, Boston, MA, USA, September 14, 2014 ; proceedings Guorong Wu ... (eds.) Cham [u.a.] Springer 2014 1 Online-Ressource (XII, 332 S.) Ill., graph. Darst. txt rdacontent c rdamedia cr rdacarrier Lecture notes in computer science 8679 Bildgebendes Verfahren (DE-588)4006617-4 gnd rswk-swf Maschinelles Lernen (DE-588)4193754-5 gnd rswk-swf (DE-588)1071861417 Konferenzschrift 2014 Boston 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 5. 2014 Boston, Mass. Sonstige (DE-588)106012792X oth MICCAI 17. 2014 Boston, Mass. Sonstige (DE-588)1058489089 oth Erscheint auch als Druckausgabe 978-3-319-10580-2 Lecture notes in computer science 8679 (DE-604)BV014880109 8679 https://doi.org/10.1007/978-3-319-10581-9 Verlag Volltext Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027607640&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=027607640&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA Abstract |
spellingShingle | Machine learning in medical imaging 5th international workshop, MLMI 2014, held in conjunction with MICCAI 2014, Boston, MA, USA, September 14, 2014 ; 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 5th international workshop, MLMI 2014, held in conjunction with MICCAI 2014, Boston, MA, USA, September 14, 2014 ; proceedings |
title_auth | Machine learning in medical imaging 5th international workshop, MLMI 2014, held in conjunction with MICCAI 2014, Boston, MA, USA, September 14, 2014 ; proceedings |
title_exact_search | Machine learning in medical imaging 5th international workshop, MLMI 2014, held in conjunction with MICCAI 2014, Boston, MA, USA, September 14, 2014 ; proceedings |
title_full | Machine learning in medical imaging 5th international workshop, MLMI 2014, held in conjunction with MICCAI 2014, Boston, MA, USA, September 14, 2014 ; proceedings Guorong Wu ... (eds.) |
title_fullStr | Machine learning in medical imaging 5th international workshop, MLMI 2014, held in conjunction with MICCAI 2014, Boston, MA, USA, September 14, 2014 ; proceedings Guorong Wu ... (eds.) |
title_full_unstemmed | Machine learning in medical imaging 5th international workshop, MLMI 2014, held in conjunction with MICCAI 2014, Boston, MA, USA, September 14, 2014 ; proceedings Guorong Wu ... (eds.) |
title_short | Machine learning in medical imaging |
title_sort | machine learning in medical imaging 5th international workshop mlmi 2014 held in conjunction with miccai 2014 boston ma usa september 14 2014 proceedings |
title_sub | 5th international workshop, MLMI 2014, held in conjunction with MICCAI 2014, Boston, MA, USA, September 14, 2014 ; proceedings |
topic | Bildgebendes Verfahren (DE-588)4006617-4 gnd Maschinelles Lernen (DE-588)4193754-5 gnd |
topic_facet | Bildgebendes Verfahren Maschinelles Lernen Konferenzschrift 2014 Boston |
url | https://doi.org/10.1007/978-3-319-10581-9 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027607640&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027607640&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA |
volume_link | (DE-604)BV014880109 |
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