A Survey on Multimodal Medical Data Visualization

Multi‐modal data of the complex human anatomy contain a wealth of information. To visualize and explore such data, techniques for emphasizing important structures and controlling visibility are essential. Such fused overview visualizations guide physicians to suspicious regions to be analysed in det...

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Published inComputer graphics forum Vol. 37; no. 1; pp. 413 - 438
Main Authors Lawonn, K., Smit, N.N., Bühler, K., Preim, B.
Format Journal Article
LanguageEnglish
Published Oxford Blackwell Publishing Ltd 01.02.2018
Subjects
medical imaging
Medical Imaging [Visualization], Scientific Visualization [Visualization], Volume Visualization [Visualization], Multimodal Medical Data
Modal data
Physicians
Scientific visualization
Taxonomy
Visibility
Visualization
volume visualization
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Abstract Multi‐modal data of the complex human anatomy contain a wealth of information. To visualize and explore such data, techniques for emphasizing important structures and controlling visibility are essential. Such fused overview visualizations guide physicians to suspicious regions to be analysed in detail, e.g. with slice‐based viewing. We give an overview of state of the art in multi‐modal medical data visualization techniques. Multi‐modal medical data consist of multiple scans of the same subject using various acquisition methods, often combining multiple complimentary types of information. Three‐dimensional visualization techniques for multi‐modal medical data can be used in diagnosis, treatment planning, doctor–patient communication as well as interdisciplinary communication. Over the years, multiple techniques have been developed in order to cope with the various associated challenges and present the relevant information from multiple sources in an insightful way. We present an overview of these techniques and analyse the specific challenges that arise in multi‐modal data visualization and how recent works aimed to solve these, often using smart visibility techniques. We provide a taxonomy of these multi‐modal visualization applications based on the modalities used and the visualization techniques employed. Additionally, we identify unsolved problems as potential future research directions. Multi‐modal data of the complex human anatomy contain a wealth of information. To visualize and explore such data, techniques for emphasizing important structures and controlling visibility are essential. Such fused overview visualizations guide physicians to suspicious regions to be analysed in detail, e.g. with slice‐based viewing. We give an overview of state of the art in multi‐modal medical data visualization techniques. Multi‐modal medical data consist of multiple scans of the same subject using various acquisition methods, often combining multiple complimentary types of information. Three‐dimensional visualization techniques for multi‐modal medical data can be used in diagnosis, treatment planning, doctor–patient communication as well as interdisciplinary communication.
AbstractList Multi‐modal data of the complex human anatomy contain a wealth of information. To visualize and explore such data, techniques for emphasizing important structures and controlling visibility are essential. Such fused overview visualizations guide physicians to suspicious regions to be analysed in detail, e.g. with slice‐based viewing. We give an overview of state of the art in multi‐modal medical data visualization techniques. Multi‐modal medical data consist of multiple scans of the same subject using various acquisition methods, often combining multiple complimentary types of information. Three‐dimensional visualization techniques for multi‐modal medical data can be used in diagnosis, treatment planning, doctor–patient communication as well as interdisciplinary communication. Over the years, multiple techniques have been developed in order to cope with the various associated challenges and present the relevant information from multiple sources in an insightful way. We present an overview of these techniques and analyse the specific challenges that arise in multi‐modal data visualization and how recent works aimed to solve these, often using smart visibility techniques. We provide a taxonomy of these multi‐modal visualization applications based on the modalities used and the visualization techniques employed. Additionally, we identify unsolved problems as potential future research directions.
Multi‐modal data of the complex human anatomy contain a wealth of information. To visualize and explore such data, techniques for emphasizing important structures and controlling visibility are essential. Such fused overview visualizations guide physicians to suspicious regions to be analysed in detail, e.g. with slice‐based viewing. We give an overview of state of the art in multi‐modal medical data visualization techniques. Multi‐modal medical data consist of multiple scans of the same subject using various acquisition methods, often combining multiple complimentary types of information. Three‐dimensional visualization techniques for multi‐modal medical data can be used in diagnosis, treatment planning, doctor–patient communication as well as interdisciplinary communication. Over the years, multiple techniques have been developed in order to cope with the various associated challenges and present the relevant information from multiple sources in an insightful way. We present an overview of these techniques and analyse the specific challenges that arise in multi‐modal data visualization and how recent works aimed to solve these, often using smart visibility techniques. We provide a taxonomy of these multi‐modal visualization applications based on the modalities used and the visualization techniques employed. Additionally, we identify unsolved problems as potential future research directions. Multi‐modal data of the complex human anatomy contain a wealth of information. To visualize and explore such data, techniques for emphasizing important structures and controlling visibility are essential. Such fused overview visualizations guide physicians to suspicious regions to be analysed in detail, e.g. with slice‐based viewing. We give an overview of state of the art in multi‐modal medical data visualization techniques. Multi‐modal medical data consist of multiple scans of the same subject using various acquisition methods, often combining multiple complimentary types of information. Three‐dimensional visualization techniques for multi‐modal medical data can be used in diagnosis, treatment planning, doctor–patient communication as well as interdisciplinary communication.
Author Preim, B.
Smit, N.N.
Lawonn, K.
Bühler, K.
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Cites_doi 10.1145/1409060.1409107
10.1111/1467-8659.00356
10.1145/1111411.1111431
10.1111/j.1467-8659.2008.01217.x
10.1007/978-3-642-13711-2_1
10.1109/MCG.2003.1210864
10.1007/978-3-319-15090-1_12
10.1109/TVCG.2007.70576
10.1016/S0734-189X(86)80047-0
10.1111/j.1467-8659.2008.01242.x
10.1016/j.cag.2015.05.004
10.1007/s10278-004-1014-6
10.1111/j.1467-8659.2011.01930.x
10.1007/174_2010_44
10.1016/j.cag.2013.10.015
10.1109/TVCG.2011.258
10.1109/TVCG.2010.35
10.1109/ICACCI.2013.6637205
10.1111/cgf.12355
10.2967/jnumed.112.111476
10.1145/166117.166126
10.1109/TVCG.2009.169
10.1145/1618452.1618498
10.1016/j.cmpb.2015.09.009
10.1080/08998280.2005.11928089
10.1007/s00371-013-0833-1
10.1109/TVCG.2006.151
10.1148/radiol.13131306
10.1038/nm1700
10.54294/lgcmkl
10.1007/978-3-642-27994-2_21
10.1111/cgf.12111
10.1111/cgf.12934
10.1016/j.cpet.2009.03.002
10.1002/(SICI)1097-0150(2000)5:1<1::AID-IGS1>3.0.CO;2-4
10.1002/(SICI)1522-2586(199909)10:3<223::AID-JMRI2>3.0.CO;2-S
10.1109/TVCG.2011.243
10.1109/TVCG.2015.2467961
10.1109/TVCG.2006.165
10.1109/TVCG.2008.150
10.1016/j.euroneuro.2010.03.008
10.1002/cav.1
10.1016/S1361-8415(01)80026-8
10.1109/MCSE.2007.22
10.1109/VISUAL.1996.568110
10.1111/j.1467-8659.2012.03083.x
10.1016/S0895-6111(00)00065-3
10.1145/508530.508542
10.1002/1097-0193(200104)12:4<203::AID-HBM1016>3.0.CO;2-X
10.1016/0010-0285(80)90005-5
10.1109/PacificVis.2013.6596133
10.1109/TVCG.2014.2346406
10.1109/TMI.1986.4307738
10.1145/1073204.1073222
10.1109/TVCG.2007.70550
10.1111/cgf.12460
10.1109/SIBGRAPI.2010.26
10.2967/jnumed.107.050195
10.1102/1470-7330.2007.9012
10.1109/CGI.1998.694253
10.1109/TVCG.2007.70560
10.1007/978-3-540-75757-3_17
10.1109/SIBGRA.2002.1167123
10.1007/978-3-319-15090-1
10.1038/nrclinonc.2012.188
10.1109/TMI.2008.2006512
10.1111/j.1467-8659.2009.01458.x
10.1109/JBHI.2013.2263227
10.1016/j.compmedimag.2013.04.002
10.1109/42.41482
10.1148/rg.261055066
10.1109/VISUAL.2002.1183762
10.1016/j.cmpb.2010.10.009
10.2967/jnumed.111.098608
10.1109/TMI.2003.815867
10.2967/jnumed.113.119842
10.3171/2012.3.JNS111541
10.2967/jnumed.109.061853
10.1053/j.semnuclmed.2009.03.001
10.1007/978-3-540-77602-4
10.1007/s00371-011-0606-7
10.1002/jmri.1076
10.1109/38.511
10.1016/j.inffus.2013.12.002
10.1007/s00450-010-0141-1
10.1109/MCG.2011.70
10.1109/TVCG.2006.124
10.1109/TVCG.2014.2346317
10.1007/s00259-010-1390-8
10.1109/2945.942692
10.1109/VISUAL.2005.1532833
10.1109/VISUAL.2000.885696
10.1007/978-3-540-93860-6_2
10.1109/VISUAL.2005.1532777
10.1007/978-3-319-24571-3_48
10.1109/NAECON.2008.4806563
10.1117/12.709318
10.1109/TVCG.2011.280
10.1111/cgf.12605
10.1111/j.1467-8659.2009.01429.x
10.1007/s11548-010-0420-0
10.1145/2448531.2448537
10.1109/VISUAL.2004.98
10.1117/12.2043186
10.1109/VAST.2014.7042481
10.1109/MCG.2008.96
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References 2015; 34
2013; 29
2006; 34
2000; 5
1986; 34
2000; 41
2012; 18
2008; 3
2011; 17
2012; 53
2016; 35
2005; 24
2014; 20
2010; 20
2013; 17
2013; 54
2000
1999; 18
2008; 27
1986; 5
2008; 28
2006; 26
1987
2007; 9
2007; 7
1999; 10
2014; 19
2011; 26
2011; 27
2001; 12
2010; 5
2001; 13
2014; 55
2009; 15
1988
2010; 37
2006; 12
2012
2011
2010
2015; 50
2013; 269
2004; 45
1989; 8
2009
1998
2008; 14
2008
2011; 30
2016; 123
2007
1996
2006
2005
1993
2004
2003
2002
2011; 5
2001; 25
2007; 13
2012; 31
2009; 28
2011; 104
2013; 37
2001; 7
2013; 32
2004; 17
2004; 15
1980; 12
2008; 49
1988; 8
2015; 22
1997; 38
2016
2015
1998; 2
2014
2013
2014; 39
2005; 18
2012; 117
2014; 33
2010; 51
2003; 22
2009; 39
2003; 23
2012; 9
e_1_2_10_21_1
e_1_2_10_44_1
Berge C. (e_1_2_10_129_1) 2014; 20
e_1_2_10_40_1
e_1_2_10_109_1
e_1_2_10_131_1
e_1_2_10_70_1
e_1_2_10_93_1
e_1_2_10_2_1
Seidensticker P. R. (e_1_2_10_123_1) 2008
e_1_2_10_139_1
e_1_2_10_97_1
e_1_2_10_116_1
e_1_2_10_150_1
e_1_2_10_6_1
e_1_2_10_55_1
e_1_2_10_14_1
e_1_2_10_37_1
e_1_2_10_78_1
e_1_2_10_112_1
e_1_2_10_154_1
e_1_2_10_13_1
e_1_2_10_32_1
Lindholm S. (e_1_2_10_92_1) 2009
e_1_2_10_51_1
Viola I. (e_1_2_10_145_1) 2004
Bruckner S. (e_1_2_10_10_1) 2010
Griffeth L. K. (e_1_2_10_49_1) 2005; 18
Nguyen T. K. (e_1_2_10_102_1) 2010
Treglia G. (e_1_2_10_135_1) 2013
Benamor M. (e_1_2_10_18_1) 2007; 7
e_1_2_10_120_1
e_1_2_10_82_1
e_1_2_10_128_1
e_1_2_10_29_1
e_1_2_10_63_1
e_1_2_10_86_1
e_1_2_10_105_1
e_1_2_10_25_1
e_1_2_10_48_1
e_1_2_10_67_1
Drebin R. A. (e_1_2_10_31_1) 1988
e_1_2_10_101_1
Viola I. (e_1_2_10_141_1) 2013
e_1_2_10_143_1
e_1_2_10_45_1
e_1_2_10_22_1
e_1_2_10_41_1
Buck A. K. (e_1_2_10_17_1) 2008; 49
e_1_2_10_132_1
e_1_2_10_90_1
e_1_2_10_117_1
e_1_2_10_94_1
e_1_2_10_52_1
e_1_2_10_19_1
e_1_2_10_75_1
e_1_2_10_113_1
e_1_2_10_38_1
e_1_2_10_98_1
e_1_2_10_56_1
e_1_2_10_79_1
e_1_2_10_15_1
Townsend D. (e_1_2_10_136_1) 2004; 45
e_1_2_10_33_1
Rieder C. (e_1_2_10_115_1) 2008
Hong H. (e_1_2_10_53_1) 2005
e_1_2_10_121_1
e_1_2_10_144_1
e_1_2_10_148_1
e_1_2_10_60_1
Weiler F. (e_1_2_10_153_1)
e_1_2_10_83_1
e_1_2_10_64_1
e_1_2_10_125_1
e_1_2_10_140_1
e_1_2_10_87_1
e_1_2_10_26_1
e_1_2_10_68_1
Lin G. S. (e_1_2_10_89_1) 2006; 34
e_1_2_10_46_1
e_1_2_10_69_1
e_1_2_10_42_1
Kindlmann G. (e_1_2_10_81_1) 2003
Setarehdan S. K. (e_1_2_10_127_1) 2012
e_1_2_10_110_1
e_1_2_10_91_1
Burns M. (e_1_2_10_8_1) 2008; 27
e_1_2_10_72_1
e_1_2_10_95_1
e_1_2_10_118_1
e_1_2_10_4_1
e_1_2_10_137_1
e_1_2_10_16_1
e_1_2_10_39_1
e_1_2_10_76_1
e_1_2_10_99_1
e_1_2_10_114_1
e_1_2_10_152_1
e_1_2_10_57_1
e_1_2_10_133_1
Bailey D. L. (e_1_2_10_24_1) 2013; 54
de Moura Pinto F. (e_1_2_10_34_1) 2011; 27
e_1_2_10_11_1
e_1_2_10_30_1
e_1_2_10_119_1
Viola I. (e_1_2_10_147_1) 2008
Bankman I. (e_1_2_10_3_1) 2008
Hotz I. (e_1_2_10_58_1) 2015
Hohne K.‐H. (e_1_2_10_54_1) 1988
e_1_2_10_80_1
Wilson B. (e_1_2_10_151_1) 2002
e_1_2_10_149_1
e_1_2_10_61_1
Kin T. (e_1_2_10_77_1) 2012; 117
e_1_2_10_107_1
Köhler B. (e_1_2_10_71_1) 2015
e_1_2_10_126_1
e_1_2_10_27_1
e_1_2_10_65_1
e_1_2_10_88_1
e_1_2_10_103_1
e_1_2_10_122_1
e_1_2_10_43_1
e_1_2_10_20_1
e_1_2_10_108_1
Diepenbrock S. (e_1_2_10_36_1) 2011; 5
e_1_2_10_73_1
Serra L. (e_1_2_10_124_1) 1998
e_1_2_10_138_1
e_1_2_10_96_1
e_1_2_10_5_1
Kirişli H. A. (e_1_2_10_74_1) 2014; 55
e_1_2_10_111_1
e_1_2_10_134_1
e_1_2_10_12_1
e_1_2_10_35_1
e_1_2_10_9_1
e_1_2_10_59_1
Van Den Heuvel M. P. (e_1_2_10_142_1) 2010; 20
Brecheisen R. (e_1_2_10_7_1) 2008
e_1_2_10_50_1
Stokking R. (e_1_2_10_130_1) 1997; 38
Preim B. (e_1_2_10_106_1) 2013
e_1_2_10_146_1
e_1_2_10_62_1
e_1_2_10_104_1
e_1_2_10_85_1
Lorensen W. E. (e_1_2_10_84_1) 1987
e_1_2_10_28_1
e_1_2_10_66_1
e_1_2_10_100_1
Beyer T. (e_1_2_10_23_1) 2000; 41
e_1_2_10_47_1
References_xml – volume: 10
  start-page: 223
  issue: 3
  year: 1999
  end-page: 232
  article-title: Estimating kinetic parameters from dynamic contrast‐enhanced t 1‐weighted mri of a diffusable tracer: Standardized quantities and symbols
  publication-title: Journal of Magnetic Resonance Imaging
– volume: 17
  start-page: 205
  issue: 3
  year: 2004
  end-page: 216
  article-title: OsiriX: An open‐source software for navigating in multidimensional DICOM images
  publication-title: Journal of Digital Imaging
– volume: 123
  start-page: 27
  year: 2016
  end-page: 42
  article-title: High‐quality slab‐based intermixing method for fusion rendering of multiple medical objects
  publication-title: Computer Methods and Programs in Biomedicine
– volume: 34
  start-page: 13
  issue: 8
  year: 2015
  end-page: 37
  article-title: State‐of‐the‐art in gpu‐based large‐scale volume visualization
  publication-title: Computer Graphics Forum
– start-page: 109
  year: 2006
  end-page: 116
– start-page: 139
  year: 2015
  end-page: 148
– volume: 28
  start-page: 903
  issue: 3
  year: 2009
  end-page: 910
  article-title: Visual analysis of brain activity from fMRI data
  publication-title: Computer Graphics Forum
– start-page: 131
  year: 2006
  end-page: 138
– year: 2014
– start-page: 847
  year: 2009
  end-page: 854
– volume: 5
  start-page: 1
  issue: 1
  year: 2000
  end-page: 10
  article-title: A data fusion environment for multimodal and multi‐informational neuronavigation
  publication-title: Computer Aided Surgery
– volume: 32
  start-page: 241
  issue: 3pt2
  year: 2013
  end-page: 250
  article-title: Comparative visualization of tracer uptake in in vivo small animal PET/CT imaging of the carotid arteries
  publication-title: Computer Graphics Forum
– volume: 8
  start-page: 297
  issue: 4
  year: 1989
  end-page: 230
  article-title: Three‐dimensional display in nuclear medicine
  publication-title: IEEE Transactions on Medical Imaging
– start-page: 903527
  year: 2014
– start-page: 850
  year: 1988
  end-page: 854
– start-page: 51
  year: 2005
  end-page: 58
– start-page: 25
  year: 2010
  end-page: 32
– start-page: 267
  year: 2007
  end-page: 274
– start-page: 6
  year: 2009
  end-page: 10
– volume: 33
  start-page: 16
  issue: 8
  year: 2014
  end-page: 27
  article-title: Adaptive surface visualization of vessels with animated blood flow
  publication-title: Computer Graphics Forum
– year: 2008
– volume: 34
  start-page: 74
  issue: 1
  year: 2015
  end-page: 85
  article-title: Hybrid data visualization based on depth complexity histogram analysis
  publication-title: Computer Graphics Forum
– volume: 31
  start-page: 905
  issue: 3pt1
  year: 2012
  end-page: 914
  article-title: Illustrative membrane clipping
  publication-title: Computer Graphics Forum
– volume: 27
  start-page: 1055
  issue: 3
  year: 2008
  end-page: 1062
  article-title: Interactive visualization of multimodal volume data for neurosurgical tumor treatment
  publication-title: Computer Graphics Forum
– start-page: 67
  year: 2003
– volume: 13
  start-page: 1632
  issue: 6
  year: 2007
  end-page: 1639
  article-title: Covicad: comprehensive visualization of coronary artery disease
  publication-title: IEEE Transactions on Visualization and Computer Graphics
– volume: 5
  start-page: 6
  year: 2011
  end-page: 13
  article-title: 2010 IEEE visualization contest winner: Interactive planning for brain tumor resections
  publication-title: IEEE Computer Graphics and Applications
– start-page: 385
  year: 2013
  end-page: 393
– start-page: 67
  year: 2002
  end-page: 74
– start-page: 357
  year: 2000
  end-page: 364
– volume: 29
  start-page: 805
  issue: 6–8
  year: 2013
  end-page: 815
  article-title: Visibility‐driven PET‐CT visualisation with region of interest (roi) segmentation
  publication-title: The Visual Computer
– start-page: 136
  year: 2010
  end-page: 162
– volume: 50
  start-page: 47
  year: 2015
  end-page: 60
  article-title: Multimodal volume illumination
  publication-title: Computers & Graphics
– start-page: 65091P
  year: 2007
  end-page: 65091P
– start-page: 81
  year: 2008
  end-page: 88
– volume: 15
  start-page: 63
  issue: 2
  year: 2004
  end-page: 77
  article-title: A framework for fusion methods and rendering techniques of multimodal volume data
  publication-title: Computer Animation and Virtual Worlds
– volume: 20
  start-page: 519
  issue: 8
  year: 2010
  end-page: 534
  article-title: Exploring the brain network: A review on resting‐state fMRI functional connectivity
  publication-title: European Neuropsychopharmacology
– volume: 25
  start-page: 147
  issue: 2
  year: 2001
  end-page: 151
  article-title: Registration, segmentation, and visualization of multimodal brain images
  publication-title: Computerized Medical Imaging and Graphics
– volume: 14
  start-page: 459
  issue: 4
  year: 2008
  end-page: 465
  article-title: Simultaneous PET‐MRI: A new approach for functional and morphological imaging
  publication-title: Nature Medicine
– volume: 14
  start-page: 1587
  issue: 6
  year: 2008
  end-page: 1594
  article-title: Novel interaction techniques for neurosurgical planning and stereotactic navigation
  publication-title: IEEE Transactions on Visualization and Computer Graphics
– volume: 39
  start-page: 348
  issue: 5
  year: 2009
  end-page: 353
  article-title: Multimodality imaging: Beyond PET/CT and SPECT/CT
  publication-title: Seminars in Nuclear Medicine
– volume: 28
  start-page: 152
  issue: 5
  year: 2009
  article-title: Ray casting of multiple volumetric datasets with polyhedral boundaries on manycore gpus
  publication-title: ACM Transactions on Graphics (TOG)
– year: 2007
– start-page: 139
  year: 2004
  end-page: 146
– volume: 18
  start-page: 1574
  issue: 9
  year: 2012
  end-page: 1587
  article-title: Multimodal data fusion based on mutual information
  publication-title: IEEE Transactions on Visualization and Computer Graphics
– start-page: 303
  year: 2005
  end-page: 310
– volume: 7
  start-page: 242
  issue: 3
  year: 2001
  end-page: 252
  article-title: Two‐level volume rendering
  publication-title: IEEE Transactions on Visualization and Computer Graphics
– volume: 2
  start-page: 1
  issue: 1
  year: 1998
  end-page: 36
  article-title: A survey of medical image registration
  publication-title: Medical Image Analysis
– volume: 20
  start-page: 2379
  issue: 12
  year: 2014
  end-page: 2387
  article-title: Predicate‐based focus‐and‐context visualization for 3D ultrasound
  publication-title: IEEE Transactions on Visualization and Computer Graphics
– volume: 12
  start-page: 97
  issue: 1
  year: 1980
  end-page: 136
  article-title: A feature‐integration theory of attention
  publication-title: Cognitive Psychology
– year: 2016
– volume: 27
  start-page: 855
  issue: 3
  year: 2008
  end-page: 862
  article-title: Illustrative hybrid visualization and exploration of anatomical and functional brain data
  publication-title: Computer Graphics Forum
– start-page: 103
  year: 2015
  end-page: 112
– volume: 5
  start-page: 45
  issue: 1
  year: 1986
  end-page: 47
  article-title: Shading 3d‐images from ct using gray‐level gradients
  publication-title: IEEE Transactions on Medical Imaging
– volume: 22
  start-page: 986
  issue: 8
  year: 2003
  end-page: 1004
  article-title: Mutual‐information‐based registration of medical images: A survey
  publication-title: IEEE Transactions on Medical Imaging
– start-page: 167
  year: 2008
  end-page: 176
– start-page: 842
  year: 2005
  end-page: 845
– start-page: 1007
  year: 1998
  end-page: 1015
– start-page: 305
  year: 2008
  end-page: 311
– start-page: 232
  year: 2005
  end-page: 238
– start-page: 78
  year: 1998
  end-page: 85
– start-page: 235
  year: 2015
  end-page: 256
– volume: 13
  start-page: 1544
  issue: 6
  year: 2007
  end-page: 1551
  article-title: Livesync: Deformed viewing spheres for knowledge‐based navigation
  publication-title: IEEE Transactions on Visualization and Computer Graphics
– volume: 35
  start-page: 669
  year: 2016
  end-page: 691
  article-title: State of the art in transfer functions for direct volume rendering
  publication-title: Computer Graphics Forum
– start-page: 125
  year: 2008
  end-page: 133
– volume: 18
  start-page: 359
  issue: 3
  year: 1999
  end-page: 368
  article-title: Data intermixing and multi‐volume rendering
  publication-title: Computer Graphics Forum
– volume: 27
  start-page: 875
  issue: 10
  year: 2011
  end-page: 886
  article-title: Illustrating volume data sets and layered models with importance‐aware composition
  publication-title: The Visual Computer
– start-page: 487
  year: 2005
  end-page: 494
– volume: 28
  start-page: 66
  issue: 5
  year: 2008
  end-page: 77
  article-title: Dynamic shader generation for GPU‐based multi‐volume ray casting
  publication-title: Computer Graphics and Applications
– volume: 49
  start-page: 1305
  issue: 8
  year: 2008
  end-page: 1319
  article-title: SPECT/CT
  publication-title: Journal of Nuclear Medicine
– start-page: 65
  year: 1988
  end-page: 74
– volume: 22
  start-page: 728
  issue: 1
  year: 2015
  end-page: 737
  article-title: Occlusion‐free blood flow animation with wall thickness visualization
  publication-title: IEEE Transactions on Visualization and Computer Graphics
– volume: 41
  start-page: 1369
  issue: 8
  year: 2000
  end-page: 1379
  article-title: A combined PET/CT scanner for clinical oncology
  publication-title: Journal of Nuclear Medicine: Official Publication, Society of Nuclear Medicine
– start-page: 97
  year: 2013
  end-page: 104
– start-page: 99
  year: 2012
  end-page: 106
– year: 2013
– start-page: 305
  year: 2006
  end-page: 18
– volume: 51
  start-page: 333
  issue: 3
  year: 2010
  end-page: 336
  article-title: PET/MRI: Paving the way for the next generation of clinical multimodality imaging applications
  publication-title: Journal of Nuclear Medicine
– volume: 30
  start-page: 811
  issue: 3
  year: 2011
  end-page: 820
  article-title: Perceptual evaluation of ghosted view techniques for the exploration of vascular structures and embedded flow
  publication-title: Computer Graphics Forum
– volume: 37
  start-page: 263
  issue: 4
  year: 2013
  end-page: 271
  article-title: Regions‐based illustrative visualization of multimodal datasets
  publication-title: Computerized Medical Imaging and Graphics
– volume: 54
  start-page: 83
  issue: 1
  year: 2013
  end-page: 89
  article-title: An evidence‐based review of quantitative spect imaging and potential clinical applications
  publication-title: Journal of Nuclear Medicine
– start-page: 11
  year: 2011
  end-page: 20
– volume: 34
  start-page: 3
  issue: 1
  year: 2006
  end-page: 17
  article-title: Automated quantification of myocardial ischemia and wall motion defects by use of cardiac SPECT polar mapping and 4‐dimensional surface rendering
  publication-title: Journal of Nuclear Medicine Technology
– start-page: 163
  year: 1987
  end-page: 169
– volume: 24
  start-page: 512
  issue: 3
  year: 2005
  end-page: 518
  article-title: Line drawings from volume data
  publication-title: ACM Transactions on Graphics (Proc. SIGGRAPH)
– start-page: 211
  year: 1996
  end-page: 218
– start-page: 513
  year: 2004
  end-page: 520
– start-page: 53
  year: 2014
  end-page: 62
– volume: 13
  start-page: 1696
  issue: 6
  year: 2007
  end-page: 1703
  article-title: High‐quality multimodal volume rendering for preoperative planning of neurosurgical interventions
  publication-title: IEEE Transactions on Visualization and Computer Graphics
– volume: 23
  start-page: 44
  issue: 4
  year: 2003
  end-page: 52
  article-title: Nonphotorealistic rendering of medical volume data
  publication-title: IEEE Computer Graphics and Applications
– volume: 15
  start-page: 1515
  issue: 6
  year: 2009
  end-page: 1522
  article-title: Multimodal vessel visualization of mouse aorta PET/CT scans
  publication-title: IEEE Transactions on Visualization and Computer Graphics
– volume: 53
  start-page: 845
  issue: 6
  year: 2012
  end-page: 855
  article-title: First clinical experience with integrated whole‐body PET/MR: Comparison to PET/CT in patients with oncologic diagnoses
  publication-title: Journal of Nuclear Medicine
– volume: 27
  start-page: 1592
  issue: 11
  year: 2008
  end-page: 1610
  article-title: A comprehensive approach to the analysis of contrast enhanced cardiac MR images
  publication-title: IEEE Transactions on Medical Imaging
– volume: 39
  start-page: 60
  year: 2014
  end-page: 73
  article-title: Uncertainty in medical visualization: Towards a taxonomy
  publication-title: Computers & Graphics
– start-page: 275
  year: 2007
  end-page: 282
– start-page: 209
  year: 2005
  end-page: 216
– volume: 38
  start-page: 624
  issue: 4
  year: 1997
  article-title: Normal fusion for three‐dimensional integrated visualization of SPECT and magnetic resonance brain images
  publication-title: The Journal of Nuclear Medicine
– volume: 117
  start-page: 78
  issue: 1
  year: 2012
  end-page: 88
  article-title: A new strategic neurosurgical planning tool for brainstem cavernous malformations using interactive computer graphics with multimodal fusion images: Clinical article
  publication-title: Journal of Neurosurgery
– start-page: 102
  year: 2002
  end-page: 110
– volume: 3
  start-page: 275
  issue: 3
  year: 2008
  end-page: 291
  article-title: The clinical role of fusion imaging using PET, CT, and MR imaging
  publication-title: PET Clinics
– volume: 27
  start-page: 154:1
  issue: 5
  year: 2008
  end-page: 154:7
  article-title: Adaptive cutaways for comprehensible rendering of polygonal scenes
  publication-title: ACM Transactions on Graphics (TOG)
– volume: 8
  start-page: 29
  issue: 3
  year: 1988
  end-page: 37
  article-title: Display of surfaces from volume data
  publication-title: IEEE Computer Graphics Applications
– volume: 26
  start-page: 39
  issue: 1–2
  year: 2011
  end-page: 50
  article-title: Comparing GPU‐based multi‐volume ray casting techniques
  publication-title: Computer Science‐Research and Development
– volume: 12
  start-page: 941
  issue: 5
  year: 2006
  end-page: 948
  article-title: Clearview: An interactive context preserving hotspot visualization technique
  publication-title: IEEE Transactions on Visualization and Computer Graphics
– volume: 5
  start-page: 667
  year: 2010
  end-page: 678
  article-title: GPU‐based smart visibility techniques for tumor surgery planning
  publication-title: International Journal of Computer Assisted Radiology and Surgery
– start-page: 123
  year: 2006
  end-page: 130
– start-page: 303
  year: 2008
  end-page: 312
  article-title: Flexible GPU‐based multi‐volume ray‐casting
  publication-title: Proceedings of VMV
– volume: 12
  start-page: 203
  year: 2001
  end-page: 218
  article-title: Integrated volume visualization of functional image data and anatomical surfaces using normal fusion
  publication-title: Human Brain Mapping
– volume: 45
  start-page: 4S
  issue: 1
  year: 2004
  end-page: 14S
  article-title: PET/CT today and tomorrow
  publication-title: The Journal of Nuclear Medicine
– volume: 28
  start-page: 1670
  issue: 6
  year: 2009
  end-page: 1690
  article-title: Visualization of multi‐variate scientific data
  publication-title: Computer Graphics Forum
– volume: 17
  start-page: 870
  issue: 4
  year: 2013
  end-page: 880
  article-title: Information theory‐based automatic multimodal transfer function design
  publication-title: IEEE Journal of Biomedical and Health Informatics
– volume: 17
  start-page: 192
  issue: 2
  year: 2011
  end-page: 204
  article-title: Visibility histograms and visibility‐driven transfer functions
  publication-title: IEEE Transactions on Visualization and Computer Graphics
– year: 2015
– start-page: 400
  year: 2013
  end-page: 405
– start-page: 1
  year: 2010
  end-page: 11
– volume: 269
  start-page: 857
  issue: 3
  year: 2013
  end-page: 869
  article-title: Clinical impact of PET/MR imaging in patients with cancer undergoing same‐day PET/CT: Initial experience in 134 patients ‐ A hypothesis‐generating exploratory study
  publication-title: Radiology
– start-page: 136
  year: 2007
  end-page: 143
– start-page: 203
  year: 2000
  end-page: 210
– start-page: 73
  year: 1993
  end-page: 80
– start-page: 17
  year: 2009
  end-page: 24
– volume: 34
  start-page: 344
  issue: 3
  year: 1986
  end-page: 371
  article-title: Distance transformations in digital images
  publication-title: Computer Vision, Graphics, and Image Processing
– start-page: 101
  year: 2008
  end-page: 108
– start-page: 47
  year: 2012
  end-page: 54
– start-page: 189
  year: 2002
  end-page: 194
– volume: 37
  start-page: 1959
  issue: 10
  year: 2010
  end-page: 1985
  article-title: A review on the clinical uses of SPECT/CT
  publication-title: European Journal of Nuclear Medicine and Molecular Imaging
– start-page: 53
  year: 2010
  end-page: 60
– volume: 104
  start-page: e45
  issue: 3
  year: 2011
  end-page: e57
  article-title: A survey of medical image registration on graphics hardware
  publication-title: Computer Methods and Programs in Biomedicine
– volume: 20
  start-page: 2506
  issue: 12
  year: 2014
  end-page: 2515
  article-title: Combined visualization of wall thickness and wall shear stress for the evaluation of aneurysms
  publication-title: IEEE Transactions on Visualization and Computer Graphics
– volume: 17
  start-page: 2183
  issue: 12
  year: 2011
  end-page: 2192
  article-title: The FLOWLENS: A focus‐and‐context visualization approach for exploration of blood flow in cerebral aneurysms
  publication-title: IEEE Transactions on Visualization and Computer Graphics
– volume: 13
  start-page: 534
  issue: 4
  year: 2001
  end-page: 546
  article-title: Diffusion tensor imaging: Concepts and applications
  publication-title: Journal of Magnetic Resonance Imaging
– volume: 12
  start-page: 1181
  issue: 5
  year: 2006
  end-page: 1188
  article-title: Hybrid visualization for white matter tracts using triangle strips and point sprites
  publication-title: IEEE Transactions on Visualization and Computer Graphics
– start-page: 93
  year: 2002
  end-page: 100
– year: 2012
– volume: 26
  start-page: 299
  issue: 1
  year: 2006
  end-page: 308
  article-title: Navigating the fifth dimension: Innovative interface for multidimensional multimodality image navigation 1
  publication-title: Radiographics
– volume: 9
  start-page: 20
  issue: 1
  year: 2007
  end-page: 25
  article-title: Visualizing dual‐modality rendered volumes using a dual‐lookup table transfer function
  publication-title: Computing in Science and Engineering
– start-page: 259
  year: 2006
  end-page: 274
– start-page: 51
  year: 2002
  end-page: 58
– volume: 12
  start-page: 917
  issue: 5
  year: 2006
  end-page: 924
  article-title: Multifield‐graphs: An approach to visualizing correlations in multifield scalar data
  publication-title: IEEE Transactions on Visualization and Computer Graphics
– year: 2006
– start-page: 399
  year: 2015
  end-page: 406
– start-page: 134
  year: 2010
  end-page: 141
– volume: 55
  start-page: 50
  issue: 1
  year: 2014
  end-page: 57
  article-title: Additional diagnostic value of integrated analysis of cardiac CTA and SPECT MPI using the SMARTVis system in patients with suspected coronary artery disease
  publication-title: Journal of Nuclear Medicine
– volume: 7
  start-page: S95
  year: 2007
  article-title: PET/CT imaging: What radiologists need to know
  publication-title: Cancer Imaging
– volume: 9
  start-page: 712
  issue: 12
  year: 2012
  end-page: 720
  article-title: Is there still a role for SPECT‐CT in oncology in the PET‐CT era?
  publication-title: Nature Reviews Clinical Oncology
– start-page: 137
  year: 2011
  end-page: 144
– volume: 18
  start-page: 321
  issue: 4
  year: 2005
  article-title: Use of PET/CT scanning in cancer patients: Technical and practical considerations
  publication-title: Proceedings (Baylor University Medical Center)
– volume: 19
  start-page: 4
  year: 2014
  end-page: 19
  article-title: Medical image fusion: A survey of the state of the art
  publication-title: Information Fusion
– volume: 17
  start-page: 1969
  issue: 12
  year: 2011
  end-page: 1978
  article-title: Volume analysis using multimodal surface similarity
  publication-title: IEEE Transactions on Visualization and Computer Graphics
– start-page: 102
  volume-title: Computational Science
  year: 2002
  ident: e_1_2_10_151_1
– ident: e_1_2_10_75_1
– ident: e_1_2_10_105_1
– ident: e_1_2_10_121_1
– start-page: 65
  volume-title: Proceedings of ACM Siggraph Computer Graphics
  year: 1988
  ident: e_1_2_10_31_1
– volume: 27
  start-page: 154:1
  issue: 5
  year: 2008
  ident: e_1_2_10_8_1
  article-title: Adaptive cutaways for comprehensible rendering of polygonal scenes
  publication-title: ACM Transactions on Graphics (TOG)
  doi: 10.1145/1409060.1409107
– ident: e_1_2_10_28_1
– volume-title: Proceedings of Eurographics ‐ Dirk Bartz Prize
  year: 2013
  ident: e_1_2_10_141_1
– volume-title: Advanced Algorithmic Approaches to Medical Image Segmentation: State‐of‐the‐Art Applications in Cardiology, Neurology, Mammography and Pathology
  year: 2012
  ident: e_1_2_10_127_1
– ident: e_1_2_10_30_1
  doi: 10.1111/1467-8659.00356
– start-page: 847
  volume-title: Proceedings of the 11th Eurographics / IEEE ‐ VGTC Conference on Visualization
  year: 2009
  ident: e_1_2_10_92_1
– ident: e_1_2_10_119_1
  doi: 10.1145/1111411.1111431
– ident: e_1_2_10_62_1
  doi: 10.1111/j.1467-8659.2008.01217.x
– ident: e_1_2_10_104_1
  doi: 10.1007/978-3-642-13711-2_1
– ident: e_1_2_10_32_1
  doi: 10.1109/MCG.2003.1210864
– ident: e_1_2_10_61_1
  doi: 10.1007/978-3-319-15090-1_12
– ident: e_1_2_10_70_1
  doi: 10.1109/TVCG.2007.70576
– start-page: 850
  volume-title: Proceedings of Medical Imaging II
  year: 1988
  ident: e_1_2_10_54_1
– start-page: 136
  volume-title: Scientific Visualization: Advanced Concepts
  year: 2010
  ident: e_1_2_10_10_1
– ident: e_1_2_10_19_1
  doi: 10.1016/S0734-189X(86)80047-0
– ident: e_1_2_10_114_1
  doi: 10.1111/j.1467-8659.2008.01242.x
– ident: e_1_2_10_125_1
  doi: 10.1016/j.cag.2015.05.004
– ident: e_1_2_10_118_1
  doi: 10.1007/s10278-004-1014-6
– ident: e_1_2_10_9_1
  doi: 10.1111/j.1467-8659.2011.01930.x
– ident: e_1_2_10_78_1
  doi: 10.1007/174_2010_44
– ident: e_1_2_10_113_1
  doi: 10.1016/j.cag.2013.10.015
– ident: e_1_2_10_51_1
  doi: 10.1109/TVCG.2011.258
– ident: e_1_2_10_12_1
– ident: e_1_2_10_27_1
  doi: 10.1109/TVCG.2010.35
– ident: e_1_2_10_47_1
  doi: 10.1109/ICACCI.2013.6637205
– start-page: 139
  volume-title: Proceedings of IEEE Visualization
  year: 2004
  ident: e_1_2_10_145_1
– volume: 41
  start-page: 1369
  issue: 8
  year: 2000
  ident: e_1_2_10_23_1
  article-title: A combined PET/CT scanner for clinical oncology
  publication-title: Journal of Nuclear Medicine: Official Publication, Society of Nuclear Medicine
– ident: e_1_2_10_87_1
  doi: 10.1111/cgf.12355
– volume: 54
  start-page: 83
  issue: 1
  year: 2013
  ident: e_1_2_10_24_1
  article-title: An evidence‐based review of quantitative spect imaging and potential clinical applications
  publication-title: Journal of Nuclear Medicine
  doi: 10.2967/jnumed.112.111476
– ident: e_1_2_10_22_1
  doi: 10.1145/166117.166126
– ident: e_1_2_10_112_1
  doi: 10.1109/TVCG.2009.169
– volume-title: Visual Computing for Medicine: Theory, Algorithms, and Applications
  year: 2013
  ident: e_1_2_10_106_1
– ident: e_1_2_10_73_1
  doi: 10.1145/1618452.1618498
– ident: e_1_2_10_76_1
  doi: 10.1016/j.cmpb.2015.09.009
– volume: 18
  start-page: 321
  issue: 4
  year: 2005
  ident: e_1_2_10_49_1
  article-title: Use of PET/CT scanning in cancer patients: Technical and practical considerations
  publication-title: Proceedings (Baylor University Medical Center)
  doi: 10.1080/08998280.2005.11928089
– ident: e_1_2_10_65_1
  doi: 10.1007/s00371-013-0833-1
– ident: e_1_2_10_99_1
  doi: 10.1109/TVCG.2006.151
– ident: e_1_2_10_29_1
  doi: 10.1148/radiol.13131306
– ident: e_1_2_10_68_1
  doi: 10.1038/nm1700
– start-page: 67
  volume-title: VIS '03: Proceedings of the 14th IEEE Visualization 2003 (VIS'03)
  year: 2003
  ident: e_1_2_10_81_1
– ident: e_1_2_10_122_1
  doi: 10.54294/lgcmkl
– start-page: 385
  volume-title: Theranostics, Gallium‐68, and Other Radionuclides
  year: 2013
  ident: e_1_2_10_135_1
  doi: 10.1007/978-3-642-27994-2_21
– start-page: 139
  volume-title: Proceedings of Eurographics Workshop on Visual Computing for Biology and Medicine
  year: 2015
  ident: e_1_2_10_71_1
– ident: e_1_2_10_33_1
  doi: 10.1111/cgf.12111
– ident: e_1_2_10_91_1
  doi: 10.1111/cgf.12934
– ident: e_1_2_10_154_1
  doi: 10.1016/j.cpet.2009.03.002
– ident: e_1_2_10_140_1
– ident: e_1_2_10_64_1
  doi: 10.1002/(SICI)1097-0150(2000)5:1<1::AID-IGS1>3.0.CO;2-4
– volume: 38
  start-page: 624
  issue: 4
  year: 1997
  ident: e_1_2_10_130_1
  article-title: Normal fusion for three‐dimensional integrated visualization of SPECT and magnetic resonance brain images
  publication-title: The Journal of Nuclear Medicine
– ident: e_1_2_10_132_1
  doi: 10.1002/(SICI)1522-2586(199909)10:3<223::AID-JMRI2>3.0.CO;2-S
– ident: e_1_2_10_46_1
– volume-title: Handbook of Medical Image Processing and Analysis
  year: 2008
  ident: e_1_2_10_3_1
– ident: e_1_2_10_45_1
  doi: 10.1109/TVCG.2011.243
– ident: e_1_2_10_88_1
  doi: 10.1109/TVCG.2015.2467961
– ident: e_1_2_10_128_1
  doi: 10.1109/TVCG.2006.165
– ident: e_1_2_10_67_1
  doi: 10.1109/TVCG.2008.150
– start-page: 125
  volume-title: Proceedings of Eurographics Workshop on Visual Computing for Biology and Medicine (VCBM)
  year: 2008
  ident: e_1_2_10_147_1
– volume: 20
  start-page: 519
  issue: 8
  year: 2010
  ident: e_1_2_10_142_1
  article-title: Exploring the brain network: A review on resting‐state fMRI functional connectivity
  publication-title: European Neuropsychopharmacology
  doi: 10.1016/j.euroneuro.2010.03.008
– ident: e_1_2_10_42_1
  doi: 10.1002/cav.1
– ident: e_1_2_10_100_1
  doi: 10.1016/S1361-8415(01)80026-8
– ident: e_1_2_10_72_1
  doi: 10.1109/MCSE.2007.22
– ident: e_1_2_10_60_1
  doi: 10.1109/VISUAL.1996.568110
– ident: e_1_2_10_5_1
  doi: 10.1111/j.1467-8659.2012.03083.x
– ident: e_1_2_10_146_1
  doi: 10.1016/S0895-6111(00)00065-3
– ident: e_1_2_10_94_1
  doi: 10.1145/508530.508542
– ident: e_1_2_10_131_1
  doi: 10.1002/1097-0193(200104)12:4<203::AID-HBM1016>3.0.CO;2-X
– ident: e_1_2_10_137_1
  doi: 10.1016/0010-0285(80)90005-5
– ident: e_1_2_10_16_1
  doi: 10.1109/PacificVis.2013.6596133
– ident: e_1_2_10_44_1
  doi: 10.1109/TVCG.2014.2346406
– ident: e_1_2_10_50_1
  doi: 10.1109/TMI.1986.4307738
– volume: 34
  start-page: 3
  issue: 1
  year: 2006
  ident: e_1_2_10_89_1
  article-title: Automated quantification of myocardial ischemia and wall motion defects by use of cardiac SPECT polar mapping and 4‐dimensional surface rendering
  publication-title: Journal of Nuclear Medicine Technology
– ident: e_1_2_10_15_1
  doi: 10.1145/1073204.1073222
– ident: e_1_2_10_133_1
  doi: 10.1109/TVCG.2007.70550
– ident: e_1_2_10_86_1
  doi: 10.1111/cgf.12460
– ident: e_1_2_10_35_1
  doi: 10.1109/SIBGRAPI.2010.26
– volume: 49
  start-page: 1305
  issue: 8
  year: 2008
  ident: e_1_2_10_17_1
  article-title: SPECT/CT
  publication-title: Journal of Nuclear Medicine
  doi: 10.2967/jnumed.107.050195
– volume: 7
  start-page: S95
  year: 2007
  ident: e_1_2_10_18_1
  article-title: PET/CT imaging: What radiologists need to know
  publication-title: Cancer Imaging
  doi: 10.1102/1470-7330.2007.9012
– ident: e_1_2_10_55_1
  doi: 10.1109/CGI.1998.694253
– ident: e_1_2_10_144_1
– ident: e_1_2_10_13_1
  doi: 10.1109/TVCG.2007.70560
– start-page: 842
  volume-title: Proceedings of Computational Science
  year: 2005
  ident: e_1_2_10_53_1
– ident: e_1_2_10_150_1
  doi: 10.1007/978-3-540-75757-3_17
– volume-title: Multi‐Volume Visualization of Vascular Structures for Planning of Cerebral AVM Surgery
  ident: e_1_2_10_153_1
– ident: e_1_2_10_52_1
– ident: e_1_2_10_143_1
– ident: e_1_2_10_97_1
  doi: 10.1109/SIBGRA.2002.1167123
– volume: 45
  start-page: 4S
  issue: 1
  year: 2004
  ident: e_1_2_10_136_1
  article-title: PET/CT today and tomorrow
  publication-title: The Journal of Nuclear Medicine
– volume-title: Visualization and Processing of Higher Order Descriptors for Multi‐Valued Data
  year: 2015
  ident: e_1_2_10_58_1
  doi: 10.1007/978-3-319-15090-1
– ident: e_1_2_10_56_1
  doi: 10.1038/nrclinonc.2012.188
– ident: e_1_2_10_59_1
  doi: 10.1109/TMI.2008.2006512
– ident: e_1_2_10_66_1
  doi: 10.1111/j.1467-8659.2009.01458.x
– ident: e_1_2_10_82_1
– ident: e_1_2_10_20_1
  doi: 10.1109/JBHI.2013.2263227
– ident: e_1_2_10_2_1
  doi: 10.1016/j.compmedimag.2013.04.002
– ident: e_1_2_10_152_1
  doi: 10.1109/42.41482
– ident: e_1_2_10_117_1
  doi: 10.1148/rg.261055066
– ident: e_1_2_10_149_1
  doi: 10.1109/VISUAL.2002.1183762
– ident: e_1_2_10_109_1
– ident: e_1_2_10_43_1
  doi: 10.1016/j.cmpb.2010.10.009
– ident: e_1_2_10_37_1
  doi: 10.2967/jnumed.111.098608
– ident: e_1_2_10_108_1
  doi: 10.1109/TMI.2003.815867
– volume: 55
  start-page: 50
  issue: 1
  year: 2014
  ident: e_1_2_10_74_1
  article-title: Additional diagnostic value of integrated analysis of cardiac CTA and SPECT MPI using the SMARTVis system in patients with suspected coronary artery disease
  publication-title: Journal of Nuclear Medicine
  doi: 10.2967/jnumed.113.119842
– volume: 117
  start-page: 78
  issue: 1
  year: 2012
  ident: e_1_2_10_77_1
  article-title: A new strategic neurosurgical planning tool for brainstem cavernous malformations using interactive computer graphics with multimodal fusion images: Clinical article
  publication-title: Journal of Neurosurgery
  doi: 10.3171/2012.3.JNS111541
– ident: e_1_2_10_107_1
  doi: 10.2967/jnumed.109.061853
– ident: e_1_2_10_111_1
– ident: e_1_2_10_26_1
  doi: 10.1053/j.semnuclmed.2009.03.001
– volume-title: Dual Source CT Imaging
  year: 2008
  ident: e_1_2_10_123_1
  doi: 10.1007/978-3-540-77602-4
– volume: 27
  start-page: 875
  issue: 10
  year: 2011
  ident: e_1_2_10_34_1
  article-title: Illustrating volume data sets and layered models with importance‐aware composition
  publication-title: The Visual Computer
  doi: 10.1007/s00371-011-0606-7
– ident: e_1_2_10_83_1
  doi: 10.1002/jmri.1076
– ident: e_1_2_10_85_1
  doi: 10.1109/38.511
– ident: e_1_2_10_116_1
– start-page: 303
  year: 2008
  ident: e_1_2_10_7_1
  article-title: Flexible GPU‐based multi‐volume ray‐casting
  publication-title: Proceedings of VMV
– start-page: 1007
  volume-title: Proceedings of Medical Image Computing and Computer‐Assisted Intervention (MICCAI)
  year: 1998
  ident: e_1_2_10_124_1
– ident: e_1_2_10_63_1
  doi: 10.1016/j.inffus.2013.12.002
– ident: e_1_2_10_126_1
  doi: 10.1007/s00450-010-0141-1
– ident: e_1_2_10_139_1
– start-page: 163
  volume-title: Proceedings of ACM Siggraph Computer Graphics
  year: 1987
  ident: e_1_2_10_84_1
– volume: 5
  start-page: 6
  year: 2011
  ident: e_1_2_10_36_1
  article-title: 2010 IEEE visualization contest winner: Interactive planning for brain tumor resections
  publication-title: IEEE Computer Graphics and Applications
  doi: 10.1109/MCG.2011.70
– ident: e_1_2_10_79_1
  doi: 10.1109/TVCG.2006.124
– volume: 20
  start-page: 2379
  issue: 12
  year: 2014
  ident: e_1_2_10_129_1
  article-title: Predicate‐based focus‐and‐context visualization for 3D ultrasound
  publication-title: IEEE Transactions on Visualization and Computer Graphics
  doi: 10.1109/TVCG.2014.2346317
– ident: e_1_2_10_38_1
– ident: e_1_2_10_96_1
  doi: 10.1007/s00259-010-1390-8
– ident: e_1_2_10_57_1
  doi: 10.1109/2945.942692
– ident: e_1_2_10_69_1
– ident: e_1_2_10_138_1
– ident: e_1_2_10_21_1
  doi: 10.1109/VISUAL.2005.1532833
– ident: e_1_2_10_134_1
  doi: 10.1109/VISUAL.2000.885696
– ident: e_1_2_10_14_1
  doi: 10.1007/978-3-540-93860-6_2
– ident: e_1_2_10_39_1
  doi: 10.1109/VISUAL.2005.1532777
– ident: e_1_2_10_120_1
– ident: e_1_2_10_93_1
  doi: 10.1007/978-3-319-24571-3_48
– ident: e_1_2_10_48_1
  doi: 10.1109/NAECON.2008.4806563
– ident: e_1_2_10_95_1
– start-page: 167
  volume-title: Proceedings of Eurographics Workshop on Visual Computing for Biology and Medicine (VCBM)
  year: 2008
  ident: e_1_2_10_115_1
– ident: e_1_2_10_6_1
  doi: 10.1117/12.709318
– ident: e_1_2_10_4_1
  doi: 10.1109/TVCG.2011.280
– ident: e_1_2_10_98_1
– ident: e_1_2_10_11_1
  doi: 10.1111/cgf.12605
– ident: e_1_2_10_25_1
– ident: e_1_2_10_40_1
  doi: 10.1111/j.1467-8659.2009.01429.x
– ident: e_1_2_10_80_1
  doi: 10.1007/s11548-010-0420-0
– ident: e_1_2_10_90_1
  doi: 10.1145/2448531.2448537
– ident: e_1_2_10_101_1
  doi: 10.1109/VISUAL.2004.98
– ident: e_1_2_10_41_1
  doi: 10.1117/12.2043186
– start-page: 53
  volume-title: Proceedings of IEEE/EG International Symposium on Volume Graphics
  year: 2010
  ident: e_1_2_10_102_1
– ident: e_1_2_10_103_1
  doi: 10.1109/VAST.2014.7042481
– ident: e_1_2_10_110_1
  doi: 10.1109/MCG.2008.96
– ident: e_1_2_10_148_1
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Snippet Multi‐modal data of the complex human anatomy contain a wealth of information. To visualize and explore such data, techniques for emphasizing important...
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SubjectTerms medical imaging
Medical Imaging [Visualization], Scientific Visualization [Visualization], Volume Visualization [Visualization], Multimodal Medical Data
Modal data
Physicians
Scientific visualization
Taxonomy
Visibility
Visualization
volume visualization
Title A Survey on Multimodal Medical Data Visualization
URI https://onlinelibrary.wiley.com/doi/abs/10.1111%2Fcgf.13306
https://www.proquest.com/docview/2007823617
Volume 37
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