Machine learning meets medical imaging: First International Workshop, MLMMI 2015, held in conjunction with ICML 2015, Lille, France, July 11, 2015, revised selected papers
Gespeichert in:
| Weitere Verfasser: | |
|---|---|
| Format: | Elektronisch Tagungsbericht E-Book |
| Sprache: | English |
| Veröffentlicht: |
Cham
Springer International Publishing
[2015]
|
| Ausgabe: | 1st ed. |
| Schriftenreihe: | Lecture Notes in Computer Science
9487 |
| Schlagworte: | |
| Online-Zugang: | Volltext Inhaltsverzeichnis Abstract |
| Beschreibung: | X, 105 Seiten Illustrationen |
| ISBN: | 9783319279299 9783319279282 |
| ISSN: | 0302-9743 |
| DOI: | 10.1007/978-3-319-27929-9 |
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| 245 | 1 | 0 | |a Machine learning meets medical imaging |b First International Workshop, MLMMI 2015, held in conjunction with ICML 2015, Lille, France, July 11, 2015, revised selected papers |c edited by Kanwal K. Bhatia, Herve Lombaert |
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| 650 | 4 | |a Pattern recognition | |
| 650 | 4 | |a Bioinformatics | |
| 650 | 4 | |a Computer Science | |
| 650 | 4 | |a Image Processing and Computer Vision | |
| 650 | 4 | |a Artificial Intelligence (incl. Robotics) | |
| 650 | 4 | |a Computational Biology/Bioinformatics | |
| 650 | 4 | |a Pattern Recognition | |
| 650 | 4 | |a Algorithm Analysis and Problem Complexity | |
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Datensatz im Suchindex
| _version_ | 1804175846658801664 |
|---|---|
| adam_text | MACHINE LEARNING MEETS MEDICAL IMAGING
/
: 2015
TABLE OF CONTENTS / INHALTSVERZEICHNIS
RETROSPECTIVE MOTION CORRECTION OF MAGNITUDE-INPUT MR IMAGES
AUTOMATIC BRAIN LOCALIZATION IN FETAL MRI USING SUPERPIXEL GRAPHS
LEARNING DEEP TEMPORAL REPRESENTATIONS FOR FMRI BRAIN DECODING
MODELLING NON-STATIONARY AND NON-SEPARABLE SPATIO-TEMPORAL CHANGES IN
NEURODEGENERATION VIA GAUSSIAN PROCESS CONVOLUTION
IMPROVING MRI BRAIN IMAGE CLASSIFICATION WITH ANATOMICAL REGIONAL
KERNELS
A GRAPH BASED CLASSIFICATION METHOD FOR MULTIPLE SCLEROSIS CLINICAL FORM
USING SUPPORT VECTOR MACHINE
CLASSIFICATION OF ALZHEIMER’S DISEASE USING DISCRIMINANT MANIFOLDS OF
HIPPOCAMPUS SHAPES
TRANSFER LEARNING FOR PROSTATE CANCER MAPPING BASED ON MULTICENTRIC MR
IMAGING DATABASES
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
MACHINE LEARNING MEETS MEDICAL IMAGING
/
: 2015
ABSTRACT / INHALTSTEXT
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THIS BOOK CONSTITUTES THE REVISED SELECTED PAPERS OF THE FIRST
INTERNATIONAL WORKSHOP ON MACHINE LEARNING IN MEDICAL IMAGING, MLMMI
2015, HELD IN JULY 2015 IN LILLE, FRANCE, IN CONJUNCTION WITH THE 32ND
INTERNATIONAL CONFERENCE ON MACHINE LEARNING, ICML 2015. THE 10 PAPERS
PRESENTED IN THIS VOLUME WERE CAREFULLY REVIEWED AND SELECTED FOR
INCLUSION IN THE BOOK. THE PAPERS COMMUNICATE THE SPECIFIC NEEDS AND
NUANCES OF MEDICAL IMAGING TO THE MACHINE LEARNING COMMUNITY WHILE
EXPOSING THE MEDICAL IMAGING COMMUNITY TO CURRENT TRENDS IN MACHINE
LEARNING.
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
|
| any_adam_object | 1 |
| author2 | Bhatia, Kanwal |
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| discipline | Informatik |
| doi_str_mv | 10.1007/978-3-319-27929-9 |
| edition | 1st ed. |
| format | Electronic Conference Proceeding eBook |
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| spelling | Machine learning meets medical imaging First International Workshop, MLMMI 2015, held in conjunction with ICML 2015, Lille, France, July 11, 2015, revised selected papers edited by Kanwal K. Bhatia, Herve Lombaert 1st ed. Cham Springer International Publishing [2015] © 2015 X, 105 Seiten Illustrationen txt rdacontent c rdamedia cr rdacarrier Lecture Notes in Computer Science 9487 0302-9743 Computer science Computers Algorithms Artificial intelligence Image processing Pattern recognition Bioinformatics Computer Science Image Processing and Computer Vision Artificial Intelligence (incl. Robotics) Computational Biology/Bioinformatics Pattern Recognition Algorithm Analysis and Problem Complexity Computation by Abstract Devices Informatik Künstliche Intelligenz (DE-588)1071861417 Konferenzschrift gnd-content Bhatia, Kanwal edt MLMMI 1. 2015 Lille Sonstige (DE-588)1081724218 oth Lecture Notes in Computer Science 9487 (DE-604)BV014880109 9487 https://doi.org/10.1007/978-3-319-27929-9 Verlag Volltext Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028730306&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=028730306&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA Abstract |
| spellingShingle | Machine learning meets medical imaging First International Workshop, MLMMI 2015, held in conjunction with ICML 2015, Lille, France, July 11, 2015, revised selected papers Lecture Notes in Computer Science Computer science Computers Algorithms Artificial intelligence Image processing Pattern recognition Bioinformatics Computer Science Image Processing and Computer Vision Artificial Intelligence (incl. Robotics) Computational Biology/Bioinformatics Pattern Recognition Algorithm Analysis and Problem Complexity Computation by Abstract Devices Informatik Künstliche Intelligenz |
| subject_GND | (DE-588)1071861417 |
| title | Machine learning meets medical imaging First International Workshop, MLMMI 2015, held in conjunction with ICML 2015, Lille, France, July 11, 2015, revised selected papers |
| title_auth | Machine learning meets medical imaging First International Workshop, MLMMI 2015, held in conjunction with ICML 2015, Lille, France, July 11, 2015, revised selected papers |
| title_exact_search | Machine learning meets medical imaging First International Workshop, MLMMI 2015, held in conjunction with ICML 2015, Lille, France, July 11, 2015, revised selected papers |
| title_full | Machine learning meets medical imaging First International Workshop, MLMMI 2015, held in conjunction with ICML 2015, Lille, France, July 11, 2015, revised selected papers edited by Kanwal K. Bhatia, Herve Lombaert |
| title_fullStr | Machine learning meets medical imaging First International Workshop, MLMMI 2015, held in conjunction with ICML 2015, Lille, France, July 11, 2015, revised selected papers edited by Kanwal K. Bhatia, Herve Lombaert |
| title_full_unstemmed | Machine learning meets medical imaging First International Workshop, MLMMI 2015, held in conjunction with ICML 2015, Lille, France, July 11, 2015, revised selected papers edited by Kanwal K. Bhatia, Herve Lombaert |
| title_short | Machine learning meets medical imaging |
| title_sort | machine learning meets medical imaging first international workshop mlmmi 2015 held in conjunction with icml 2015 lille france july 11 2015 revised selected papers |
| title_sub | First International Workshop, MLMMI 2015, held in conjunction with ICML 2015, Lille, France, July 11, 2015, revised selected papers |
| topic | Computer science Computers Algorithms Artificial intelligence Image processing Pattern recognition Bioinformatics Computer Science Image Processing and Computer Vision Artificial Intelligence (incl. Robotics) Computational Biology/Bioinformatics Pattern Recognition Algorithm Analysis and Problem Complexity Computation by Abstract Devices Informatik Künstliche Intelligenz |
| topic_facet | Computer science Computers Algorithms Artificial intelligence Image processing Pattern recognition Bioinformatics Computer Science Image Processing and Computer Vision Artificial Intelligence (incl. Robotics) Computational Biology/Bioinformatics Pattern Recognition Algorithm Analysis and Problem Complexity Computation by Abstract Devices Informatik Künstliche Intelligenz Konferenzschrift |
| url | https://doi.org/10.1007/978-3-319-27929-9 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028730306&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=028730306&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV014880109 |
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