Virtual clinical trials in medical imaging: a review.

computational phantoms in silico imaging medical imaging simulation simulations virtual clinical trials virtual imaging trials

Journal

Journal of medical imaging (Bellingham, Wash.)
ISSN: 2329-4302
Titre abrégé: J Med Imaging (Bellingham)
Pays: United States
ID NLM: 101643461

Informations de publication

Date de publication:
Jul 2020
Historique:
received: 18 10 2019
accepted: 23 03 2020
entrez: 22 4 2020
pubmed: 22 4 2020
medline: 22 4 2020
Statut: ppublish

Résumé

The accelerating complexity and variety of medical imaging devices and methods have outpaced the ability to evaluate and optimize their design and clinical use. This is a significant and increasing challenge for both scientific investigations and clinical applications. Evaluations would ideally be done using clinical imaging trials. These experiments, however, are often not practical due to ethical limitations, expense, time requirements, or lack of ground truth. Virtual clinical trials (VCTs) (also known as

Identifiants

pubmed: 32313817
doi: 10.1117/1.JMI.7.4.042805
pii: 19247SSVR
pmc: PMC7148435
doi:

Types de publication

Journal Article Review

Langues

eng

Pagination

042805

Subventions

Organisme : NIBIB NIH HHS
ID : R01 EB001838
Pays : United States

Informations de copyright

© 2020 Society of Photo-Optical Instrumentation Engineers (SPIE).

Références

Neuroimage. 2019 Nov 15;202:116120
pubmed: 31470126
Med Phys. 2013 May;40(5):051914
pubmed: 23635284
Eur J Radiol. 2005 Jun;54(3):371-6
pubmed: 15899338
Pediatr Radiol. 2017 May;47(6):691-700
pubmed: 28283725
Med Phys. 1988 Sep-Oct;15(5):713-20
pubmed: 3185407
Comput Methods Programs Biomed. 2016 Dec;137:293-309
pubmed: 28110733
Ultrasound Med Biol. 2013 Oct;39(10):1915-24
pubmed: 23859896
Med Phys. 2014 Apr;41(4):042101
pubmed: 24694149
PLoS One. 2019 May 17;14(5):e0216594
pubmed: 31100074
Br J Radiol. 1975 Jul;48(571):572-80
pubmed: 1148590
Med Phys. 2008 Dec;35(12):5821-8
pubmed: 19175138
Med Phys. 2016 Dec;43(12):6497
pubmed: 27908164
J Med Imaging (Bellingham). 2016 Apr;3(2):023504
pubmed: 27284547
J Magn Reson. 2015 Oct;259:126-34
pubmed: 26334960
Br J Radiol. 1993 Jan;66(781):44-50
pubmed: 8428250
PLoS One. 2016 Jan 05;11(1):e0146060
pubmed: 26731653
Phys Med Biol. 2019 Nov 04;64(21):215020
pubmed: 31539892
Radiat Prot Dosimetry. 2010 Apr-May;139(1-3):159-63
pubmed: 20203125
Radiology. 2017 Jun;283(3):749-757
pubmed: 28287916
J Cardiovasc Magn Reson. 2009 May 27;11:17
pubmed: 19473492
Rev Sci Instrum. 2009 Sep;80(9):093709
pubmed: 19791946
J Appl Physiol (1985). 2004 Dec;97(6):2310-21
pubmed: 15322064
Med Phys. 2012 Apr;39(4):2290-302
pubmed: 22482649
Phys Med Biol. 2002 Mar 21;47(6):917-33
pubmed: 11936178
Radiat Prot Dosimetry. 2005;114(1-3):395-8
pubmed: 15933144
Phys Med Biol. 2011 Feb 21;56(4):881-901
pubmed: 21248393
IEEE Trans Med Imaging. 2009 Sep;28(9):1354-64
pubmed: 19273001
JAMA Netw Open. 2018 Nov 2;1(7):e185474
pubmed: 30646401
J Am Coll Radiol. 2018 Mar;15(3 Pt B):504-508
pubmed: 29402533
Med Phys. 2009 Nov;36(11):4878-80
pubmed: 19994495
Phys Med Biol. 1987 May;32(5):577-94
pubmed: 3588671
Magn Reson Med Sci. 2019 Jul 16;18(3):208-218
pubmed: 30416180
Phys Med Biol. 2017 Feb 7;62(3):858-877
pubmed: 28072582
Phys Med. 2019 Jan;57:25-32
pubmed: 30738528
Int J Comput Assist Radiol Surg. 2018 Dec;13(12):1895-1903
pubmed: 30094778
J Med Imaging (Bellingham). 2015 Jan;2(1):
pubmed: 26029730
Med Phys. 2016 Dec;43(12):6577
pubmed: 27908152
J Acoust Soc Am. 1997 Aug;102(2 Pt 1):1177-90
pubmed: 9265762
Int J Comput Assist Radiol Surg. 2017 Mar;12(3):399-411
pubmed: 27885540
IEEE Trans Ultrason Ferroelectr Freq Control. 2020 Apr;67(4):745-759
pubmed: 31796398
Med Phys. 2000 Mar;27(3):568-79
pubmed: 10757608
Med Phys. 2017 Feb;44(2):397-406
pubmed: 28121369
J Med Imaging (Bellingham). 2016 Jan;3(1):015502
pubmed: 26835503
Med Phys. 2013 Sep;40(9):092505
pubmed: 24007181
Phys Med. 2019 Aug;64:293-303
pubmed: 31387779
Med Phys. 2013 Apr;40(4):043701
pubmed: 23556927
Med Phys. 1994 Jun;21(6):721-9
pubmed: 7935207
Med Phys. 2006 Oct;33(10):3711-22
pubmed: 17089837
Magn Reson Med. 1986 Jun;3(3):363-76
pubmed: 3755210
J Nucl Med. 2006 Dec;47(12):1985-94
pubmed: 17138741
J Cardiovasc Magn Reson. 2014 Jul 04;16:48
pubmed: 24996972
IEEE Trans Ultrason Ferroelectr Freq Control. 2007 May;54(5):1045-54
pubmed: 17523569
Magn Reson Imaging. 1984;2(2):113-20
pubmed: 6530920
J Magn Reson. 2006 May;180(1):29-38
pubmed: 16434221
Phys Med Biol. 2007 Apr 7;52(7):N111-26
pubmed: 17374905
Med Phys. 2017 Nov;44(11):6105-6109
pubmed: 28859252
Med Image Anal. 2019 Apr;53:47-63
pubmed: 30684740
Nat Neurosci. 2016 Nov;19(11):1523-1536
pubmed: 27643430
Phys Med. 2017 Jul;39:100-112
pubmed: 28624290
IEEE Trans Med Imaging. 2001 Sep;20(9):886-99
pubmed: 11585206
Phys Med Biol. 1998 Sep;43(9):2569-82
pubmed: 9755946
Tomography. 2015 Sep;1(1):53-60
pubmed: 26807443
Biomed Eng Online. 2018 Feb 20;17(1):24
pubmed: 29463246
IEEE Trans Nucl Sci. 2016 Jun;63(3):1426-1434
pubmed: 27980345
Med Phys. 2010 Dec;37(12):6205-11
pubmed: 21302777
Radiat Prot Dosimetry. 2010 Apr-May;139(1-3):144-52
pubmed: 20200101
Med Phys. 2008 Apr;35(4):1337-45
pubmed: 18491528
Med Phys. 2016 Mar;43(3):1249-58
pubmed: 26936709
Med Phys. 2013 Apr;40(4):041915
pubmed: 23556909
IEEE Trans Med Imaging. 2008 Aug;27(8):1018-33
pubmed: 18672420
Med Phys. 2014 Jun;41(6):061908
pubmed: 24877819
Neuroimage. 2006 Aug 1;32(1):138-45
pubmed: 16750398
Phys Med Biol. 2012 Mar 7;57(5):1433-57
pubmed: 22354044
Med Phys. 1975 Sep-Oct;2(5):268-73
pubmed: 1186633
Med Phys. 2013 Apr;40(4):043703
pubmed: 23556929
Med Phys. 2011 Jul;38(7):4265-75
pubmed: 21859028
Med Phys. 2015 Aug;42(8):4719-26
pubmed: 26233199
Opt Express. 2003 Mar 10;11(5):460-75
pubmed: 19461753
Nat Rev Cancer. 2018 Aug;18(8):500-510
pubmed: 29777175
Magn Reson Med. 2009 Sep;62(3):706-16
pubmed: 19585603
Med Phys. 2017 Jun;44(6):2223-2241
pubmed: 28380247
Magn Reson Med. 2016 Aug;76(2):645-62
pubmed: 26417988
Magn Reson Imaging. 2006 Apr;24(3):301-13
pubmed: 16563960
Phys Med Biol. 2014 Sep 21;59(18):R233-302
pubmed: 25144730
J Magn Reson. 2011 Feb;208(2):243-55
pubmed: 21159532
Phys Med Biol. 2020 Mar 19;65(6):065009
pubmed: 32023555
Med Phys. 2016 Jan;43(1):23
pubmed: 26745896
Comput Med Imaging Graph. 2016 Oct;53:19-29
pubmed: 27490315
J Opt Soc Am A. 1987 Dec;4(12):2447-57
pubmed: 3430229
Med Phys. 2007 Jan;34(1):221-32
pubmed: 17278508
IEEE Trans Ultrason Ferroelectr Freq Control. 2005 Oct;52(10):1699-712
pubmed: 16382621
Med Phys. 2014 Nov;41(11):111918
pubmed: 25370651
Biomed Phys Eng Express. 2019 Aug;5(5):
pubmed: 33304618
Radiat Prot Dosimetry. 2007;127(1-4):174-86
pubmed: 17545663
Med Phys. 2008 Aug;35(8):3800-8
pubmed: 18777939
Med Phys. 2018 Apr;45(4):1481-1490
pubmed: 29405313
Phys Med Biol. 1979 May;24(3):505-17
pubmed: 461510
Magn Reson Imaging. 2004 Apr;22(3):315-28
pubmed: 15062927
J Nucl Med. 1969 Aug;:Suppl 3:7-52
pubmed: 5802194
Phys Med Biol. 2004 Nov 7;49(21):4897-917
pubmed: 15584526
Med Phys. 2003 May;30(5):771-7
pubmed: 12772983
Med Phys. 2016 Feb;43(2):854-64
pubmed: 26843246
Med Phys. 2011 Feb;38(2):1089-102
pubmed: 21452746
Int J Biomed Imaging. 2011;2011:305968
pubmed: 21747818
Phys Med Biol. 2003 Nov 21;48(22):3699-719
pubmed: 14680268
Med Phys. 2012 Jun;39(6Part4):3635
pubmed: 28519539
Magn Reson Med. 2016 Aug;76(2):663-78
pubmed: 26479724
Med Phys. 2017 Aug;44(8):3990-3999
pubmed: 28555878
J Acoust Soc Am. 2003 Feb;113(2):1166-76
pubmed: 12597210
Phys Med Biol. 2017 Apr 7;62(7):2612-2635
pubmed: 28140366
Phys Med Biol. 2015 Jul 21;60(14):5601-25
pubmed: 26134511
IEEE Trans Med Imaging. 1999 Nov;18(11):1085-97
pubmed: 10661326
IEEE Trans Med Imaging. 2014 Apr;33(4):882-90
pubmed: 24710157
Med Phys. 2002 Jul;29(7):1421-9
pubmed: 12148722
Phys Med Biol. 2006 Sep 21;51(18):4497-515
pubmed: 16953039
J Cardiovasc Magn Reson. 2019 Jul 18;21(1):41
pubmed: 31315625
J Med Imaging (Bellingham). 2017 Jan;4(1):011002
pubmed: 27921073
Radiology. 2011 Jun;259(3):862-74
pubmed: 21467251
J Digit Imaging. 2007 Jun;20(2):196-202
pubmed: 17505872
J Magn Reson. 2010 Mar;203(1):44-51
pubmed: 20022273
J Am Coll Radiol. 2019 Aug;16(8):1077-1082
pubmed: 30975611
J Med Imaging (Bellingham). 2016 Jul;3(3):035506
pubmed: 27704032
Med Phys. 1982 Nov-Dec;9(6):844-7
pubmed: 7162470
Radiology. 2017 Jun;283(3):739-748
pubmed: 28092496
Med Phys. 2001 Dec;28(12):2403-9
pubmed: 11797942
Med Phys. 1999 Dec;26(12):2680-3
pubmed: 10619253
Phys Med Biol. 2014 Jul 7;59(13):3389-404
pubmed: 24875060
Magn Reson Imaging. 2012 Nov;30(9):1234-48
pubmed: 22898692
Magn Reson Med. 2014 Jul;72(1):237-47
pubmed: 24006153
Phys Med Biol. 2011 Sep 7;56(17):5651-63
pubmed: 21828911
Wiley Interdiscip Rev Syst Biol Med. 2009 Jul-Aug;1(1):61-72
pubmed: 20835982
Radiology. 2013 Jan;266(1):104-13
pubmed: 23169790
Med Phys. 2011 Jan;38(1):397-407
pubmed: 21361208
IEEE Trans Med Imaging. 2018 Mar;37(3):755-766
pubmed: 28613164
Med Phys. 2011 Dec;38(12):6384-94
pubmed: 22149822
Med Phys. 2013 Aug;40(8):081908
pubmed: 23927322
Phys Med Biol. 2017 Mar 21;62(6):2465-2485
pubmed: 28240215
Ann Biomed Eng. 2000 Jul;28(7):793-802
pubmed: 11016416
Annu Int Conf IEEE Eng Med Biol Soc. 2007;2007:6000-3
pubmed: 18003381
Phys Med Biol. 2014 Nov 21;59(22):6811-25
pubmed: 25332309
Med Phys. 2015 Jul;42(7):4116-26
pubmed: 26133612
Q J Nucl Med. 2002 Mar;46(1):48-61
pubmed: 12072845
Ann ICRP. 2018 Oct;47(3-4):45-62
pubmed: 29651869
Radiology. 2006 Feb;238(2):699-705
pubmed: 16371579
Eur Radiol. 2018 Mar;28(3):1054-1065
pubmed: 28887589
Stat Med. 2014 Jan 30;33(2):330-60
pubmed: 24038071
Phys Med Biol. 2014 Nov 7;59(21):6637-57
pubmed: 25325156
Magn Reson Med. 2010 Jul;64(1):186-93
pubmed: 20577987
Med Phys. 2011 Jun;38(6):3165-76
pubmed: 21815391
Magn Reson Med. 2018 Oct;80(4):1655-1665
pubmed: 29405357
Acad Radiol. 2006 Jul;13(7):860-70
pubmed: 16777560
EJNMMI Phys. 2017 Dec 15;4(1):32
pubmed: 29247300
J Opt Soc Am A Opt Image Sci Vis. 2001 Mar;18(3):473-88
pubmed: 11265678
Phys Med Biol. 2006 Mar 21;51(6):1545-61
pubmed: 16510962
Proc SPIE Int Soc Opt Eng. 2013 Mar 21;8668:
pubmed: 24236226
J Cardiovasc Magn Reson. 2014 Aug 20;16:63
pubmed: 25204441
Med Phys. 2005 Jun;32(6):1542-7
pubmed: 16013712
Med Phys. 2013 Aug;40(8):081904
pubmed: 23927318
Eur J Epidemiol. 2014 May;29(5):371-82
pubmed: 24840228
Med Phys. 2016 May;43(5):2207
pubmed: 27147333
PLoS One. 2018 Aug 23;13(8):e0200412
pubmed: 30138319
Phys Med Biol. 2017 Apr 7;62(7):2778-2794
pubmed: 28291738
IEEE Trans Med Imaging. 2018 Mar;37(3):693-702
pubmed: 29533891
Med Phys. 2012 Dec;39(12):7368-78
pubmed: 23231286
Radiology. 2015 Jun;275(3):725-34
pubmed: 25686365
J Magn Reson Imaging. 2008 Dec;28(6):1402-8
pubmed: 19025948
Magn Reson Med. 2017 Jul;78(1):341-356
pubmed: 27416890
IEEE Trans Med Imaging. 2010 Mar;29(3):699-707
pubmed: 19758856
J Nucl Med. 2000 Mar;41(3):502-13
pubmed: 10716326
Sci Rep. 2019 Feb 14;9(1):2124
pubmed: 30765724
J Med Imaging (Bellingham). 2017 Jul;4(3):031213
pubmed: 28983493
Eur J Cancer. 2012 Mar;48(4):441-6
pubmed: 22257792
Med Phys. 2015 Feb;42(2):534-41
pubmed: 25652474
J Med Imaging (Bellingham). 2018 Jul;5(3):031404
pubmed: 29250571
Phys Med Biol. 2015 Sep 7;60(17):6789-809
pubmed: 26301337
Med Biol Eng Comput. 2007 Sep;45(9):809-17
pubmed: 17611789
IEEE Trans Med Imaging. 2018 Aug;37(8):1822-1834
pubmed: 29994628
Med Phys. 2004 Jun;31(6):1603-13
pubmed: 15259665
Int J Comput Assist Radiol Surg. 2019 Oct;14(10):1741-1750
pubmed: 31378841
NMR Biomed. 2015 Oct;28(10):1332-44
pubmed: 26332290
Med Phys. 2012 Jun;39(6):3404-23
pubmed: 22755721
IEEE Trans Med Imaging. 2006 Feb;25(2):198-209
pubmed: 16468454
Eur Radiol. 2006 Nov;16(11):2567-74
pubmed: 16819607
Nature. 2018 Oct;562(7726):203-209
pubmed: 30305743
NMR Biomed. 2010 Aug;23(7):711-24
pubmed: 20882537
Phys Med Biol. 2013 Dec 21;58(24):8755-68
pubmed: 24301136
Invest Radiol. 1985 Dec;20(9):897-910
pubmed: 3908386
J Cardiovasc Magn Reson. 2019 May 23;21(1):29
pubmed: 31118056
Phys Med Biol. 2018 May 04;63(9):095015
pubmed: 29637905
Med Image Anal. 2011 Feb;15(1):53-70
pubmed: 20713313
IEEE Trans Med Imaging. 2006 Dec;25(12):1604-16
pubmed: 17167995
IEEE Trans Radiat Plasma Med Sci. 2019 Jan;3(1):1-23
pubmed: 30740582
IEEE Trans Radiat Plasma Med Sci. 2019 Jan;3(1):47-53
pubmed: 31559375
IEEE Trans Med Imaging. 2016 Jun;35(6):1431-42
pubmed: 26742128
J Med Imaging (Bellingham). 2019 Jan;6(1):015503
pubmed: 30915383
Med Phys. 2008 Nov;35(11):5043-53
pubmed: 19070238
Phys Med Biol. 2005 Apr 21;50(8):1791-804
pubmed: 15815096
Magn Reson Med. 2018 Jan;79(1):568-581
pubmed: 28266079
Acad Radiol. 2016 Oct;23(10):1221-9
pubmed: 27432267
J Magn Reson. 2017 Aug;281:51-65
pubmed: 28550818
Med Image Anal. 2017 Dec;42:60-88
pubmed: 28778026
IEEE Trans Med Imaging. 2017 Feb;36(2):527-537
pubmed: 28113746
Med Phys. 2009 Nov;36(11):4859-69
pubmed: 19994493
J Opt Soc Am A Opt Image Sci Vis. 2009 Feb;26(2):425-36
pubmed: 19183697
Transl Oncol. 2014 Feb 01;7(1):138-46
pubmed: 24772217
PLoS One. 2013;8(3):e57636
pubmed: 23516414
Health Phys. 2000 May;78(5):476-86
pubmed: 10772019
J Biomed Opt. 2010 Mar-Apr;15(2):021314
pubmed: 20459236
Med Phys. 2007 Aug;34(8):3385-98
pubmed: 17879801
Med Phys. 2009 Dec;36(12):5480-7
pubmed: 20095260
Theranostics. 2013 Oct 04;3(10):774-86
pubmed: 24312150
Int J Hyperthermia. 2017 Sep;33(6):635-645
pubmed: 28540778
J Magn Reson. 2005 Mar;173(1):97-115
pubmed: 15705518
Med Phys. 2019 Jun;46(6):2683-2689
pubmed: 30972769
Med Phys. 2010 Dec;37(12):6253-70
pubmed: 21302782
IEEE Trans Ultrason Ferroelectr Freq Control. 2009 Mar;56(3):546-56
pubmed: 19411213
Med Phys. 1997 Dec;24(12):1863-74
pubmed: 9434969
J Appl Physiol (1985). 2005 Aug;99(2):731-8
pubmed: 15802366
Med Phys. 2014 Jul;41(7):072104
pubmed: 24989399
IEEE Trans Med Imaging. 2013 Apr;32(4):683-90
pubmed: 23247846
Br J Radiol. 2007 Jun;80(954):460-8
pubmed: 17151067
J Nucl Med. 2005 Feb;46(2):344-53
pubmed: 15695796
Med Phys. 2011 Apr;38(4):2099-115
pubmed: 21626943
IEEE Trans Ultrason Ferroelectr Freq Control. 2017 Jan;64(1):78-92
pubmed: 28026760
Ann Biomed Eng. 2004 Apr;32(4):585-95
pubmed: 15117032
J Med Imaging (Bellingham). 2017 Jan;4(1):015501
pubmed: 28097214
Med Image Anal. 2019 Aug;56:26-42
pubmed: 31154149
J Opt Soc Am A Opt Image Sci Vis. 1998 Jun;15(6):1520-35
pubmed: 9612940
Magn Reson Med. 2006 Aug;56(2):364-80
pubmed: 16841304
Med Phys. 1976 SEP-OCT;3(5):328-34
pubmed: 979923
Med Phys. 2013 Apr;40(4):041908
pubmed: 23556902
IEEE Trans Med Imaging. 2008 Apr;27(4):521-30
pubmed: 18390348
IEEE Trans Med Imaging. 2017 Apr;36(4):1005-1015
pubmed: 28113310
Magn Reson Med. 2015 Mar;73(3):1137-50
pubmed: 24752979
Med Phys. 2016 Aug;43(8):4711
pubmed: 27487888
Med Phys. 2016 Mar;43(3):1563-75
pubmed: 26936739
IEEE Trans Med Imaging. 2012 Mar;31(3):626-36
pubmed: 22049364
Med Phys. 2010 Nov;37(11):5604-17
pubmed: 21158272
Med Phys. 2010 Apr;37(4):1591-600
pubmed: 20443480
Med Phys. 2010 Aug;37(8):4389-400
pubmed: 20879598
IEEE Trans Ultrason Ferroelectr Freq Control. 2009 Jan;56(1):77-90
pubmed: 19213634
IEEE Trans Ultrason Ferroelectr Freq Control. 2006 Jun;53(6):1150-9
pubmed: 16846147
IEEE Trans Med Imaging. 2014 Mar;33(3):607-17
pubmed: 24595337
J Appl Clin Med Phys. 2008 Jan 21;9(1):2700
pubmed: 18449164
Phys Med Biol. 1985 Jun;30(6):489-518
pubmed: 29081545
Phys Med Biol. 2013 Aug 21;58(16):5629-52
pubmed: 23892823
IEEE Trans Radiat Plasma Med Sci. 2019 Jan;3(1):31-37
pubmed: 33829118
Phys Med Biol. 2016 Aug 7;61(15):5662-86
pubmed: 27385441
IEEE Trans Ultrason Ferroelectr Freq Control. 1992;39(2):262-7
pubmed: 18263145
J Magn Reson Imaging. 2007 Aug;26(2):437-41
pubmed: 17654736
Med Phys. 2010 Aug;37(8):3957-69
pubmed: 20879558
Magn Reson Med. 2020 Jan;83(1):299-311
pubmed: 31389069
PLoS One. 2014 Apr 16;9(4):e93689
pubmed: 24740285
Med Phys. 2014 Dec;41(12):121902
pubmed: 25471962
Med Phys. 2004 Oct;31(10):2811-8
pubmed: 15543788
J Appl Physiol (1985). 2000 Jun;88(6):2260-8
pubmed: 10846044
Med Phys. 2010 Sep;37(9):4902-15
pubmed: 20964209
Contrast Media Mol Imaging. 2011 Nov-Dec;6(6):507-13
pubmed: 22144029
IEEE Trans Med Imaging. 2019 Jun;38(6):1457-1465
pubmed: 30561344
Med Phys. 2015 Feb;42(2):1098-118
pubmed: 25652522
Phys Med Biol. 2017 May 7;62(9):3639-3655
pubmed: 28191877
Ann ICRP. 2009;39(2):1-164
pubmed: 19897132
IEEE Trans Med Imaging. 2015 Feb;34(2):453-64
pubmed: 25265629
J Magn Reson. 2019 Dec;309:106611
pubmed: 31574354
J Med Imaging (Bellingham). 2016 Jul;3(3):035504
pubmed: 27660807
Med Phys. 1997 Nov;24(11):1661-70
pubmed: 9394272
Med Phys. 2011 Feb;38(2):891-6
pubmed: 21452726
Med Phys. 2011 Feb;38(2):993-7
pubmed: 21452736
IEEE Trans Med Imaging. 1998 Jun;17(3):463-8
pubmed: 9735909
Med Phys. 2019 Nov;46(11):e735-e756
pubmed: 31408540
Magn Reson Med. 2011 Jan;65(1):280-8
pubmed: 20967793
Med Phys. 2011 Apr;38(4):1754-68
pubmed: 21626910
Med Phys. 2014 Jun;41(6):062104
pubmed: 24877831
J Med Imaging (Bellingham). 2019 Jul;6(3):037001
pubmed: 31338389
IEEE Trans Med Imaging. 2013 Jan;32(1):28-44
pubmed: 23204277
Nat Rev Clin Oncol. 2017 Dec;14(12):749-762
pubmed: 28975929
Med Phys. 2003 Jul;30(7):1914-25
pubmed: 12906210
Med Phys. 2018 Jan;45(1):156-166
pubmed: 29131361
Med Phys. 1977 May-Jun;4(3):187-97
pubmed: 882052
IEEE Trans Ultrason Ferroelectr Freq Control. 2011 Apr;58(4):754-65
pubmed: 21507753

Auteurs

Ehsan Abadi (E)

Duke University, Department of Radiology, Durham, North Carolina, United States.

William P Segars (WP)

Duke University, Department of Radiology, Durham, North Carolina, United States.

Benjamin M W Tsui (BMW)

Johns Hopkins University, Department of Radiology, Baltimore, Maryland, United States.

Paul E Kinahan (PE)

University of Washington, Department of Radiology, Seattle, Washington, United States.

Nick Bottenus (N)

Duke University, Department of Biomedical Engineering, Durham, North Carolina, United States.
University of Colorado Boulder, Department of Mechanical Engineering, Boulder, Colorado, United States.

Alejandro F Frangi (AF)

University of Leeds, School of Computing, Leeds, United Kingdom.
University of Leeds, School of Medicine, Leeds, United Kingdom.

Andrew Maidment (A)

University of Pennsylvania, Department of Radiology, Philadelphia, Pennsylvania, United States.

Joseph Lo (J)

Duke University, Department of Radiology, Durham, North Carolina, United States.

Ehsan Samei (E)

Duke University, Department of Radiology, Durham, North Carolina, United States.

Classifications MeSH