Musclesense: a Trained, Artificial Neural Network for the Anatomical Segmentation of Lower Limb Magnetic Resonance Images in Neuromuscular Diseases

被引：7

作者：

Kanber, Baris ^{[1
,2
,3
,4
]}

Morrow, Jasper M. ^{[4
]}

Klickovic, Uros ^{[4
]}

Wastling, Stephen ^{[4
,5
]}

Shah, Sachit ^{[4
,5
]}

Fratta, Pietro ^{[4
]}

McDowell, Amy R. ^{[6
]}

Hall, Matt G. ^{[6
,7
]}

Clark, Chris A. ^{[6
]}

Muntoni, Francesco ^{[6
]}

Reilly, Mary M. ^{[4
]}

Hanna, Michael G. ^{[4
]}

Alexander, Daniel C. ^{[2
,3
,8
]}

Yousry, Tarek ^{[2
,3
,4
,5
]}

Thornton, John S. ^{[2
,3
,4
,5
]}

机构：

[1] UCL, Ctr Med Image Comp, Dept Med Phys & Biomed Engn, 90 High Holborn, London WC1V 6LJ, England

[2] UCL, Natl Inst Hlth Res Biomed Res Ctr, London, England

[3] UCLH, London, England

[4] UCL, UCL Queen Sq Inst Neurol, London, England

[5] Univ Coll London Hosp NHS Fdn Trust, Lysholm Dept Neuroradiol, London, England

[6] UCL, UCL GOSH Inst Child Hlth, London, England

[7] Natl Phys Lab, Teddington, Middx, England

[8] UCL, Ctr Med Image Comp, Dept Comp Sci, London, England

来源：

NEUROINFORMATICS | 2021年 / 19卷 / 02期

基金：

英国医学研究理事会;

关键词：

D O I：

10.1007/s12021-020-09485-5

中图分类号：

TP39 [计算机的应用];

学科分类号：

081203 ; 0835 ;

摘要：

引用

页码：379 / 383

页数：5

共 7 条

[1]

Deenen Johanna C W, 2015, J Neuromuscul Dis, V2, P73

[2] Nusinersen versus Sham Control in Infantile-Onset Spinal Muscular Atrophy [J].

Finkel, R. S. ;

Mercuri, E. ;

Darras, B. T. ;

Connolly, A. M. ;

Kuntz, N. L. ;

Kirschner, J. ;

Chiriboga, C. A. ;

Saito, K. ;

Servais, L. ;

Tizzano, E. ;

Topaloglu, H. ;

Tulinius, M. ;

Montes, J. ;

Glanzman, A. M. ;

Bishop, K. ;

Zhong, Z. J. ;

Gheuens, S. ;

Bennett, C. F. ;

Schneider, E. ;

Farwell, W. ;

De Vivo, D. C. .

NEW ENGLAND JOURNAL OF MEDICINE, 2017, 377 (18) :1723-1732

[3] 3-POINT DIXON TECHNIQUE FOR TRUE WATER FAT DECOMPOSITION WITH BO INHOMOGENEITY CORRECTION [J].

GLOVER, GH ;

SCHNEIDER, E .

MAGNETIC RESONANCE IN MEDICINE, 1991, 18 (02) :371-383

[4] Single-Dose Gene-Replacement Therapy for Spinal Muscular Atrophy [J].

Mendell, J. R. ;

Al-Zaidy, S. ;

Shell, R. ;

Arnold, W. D. ;

Rodino-Klapac, L. R. ;

Prior, T. W. ;

Lowes, L. ;

Alfano, L. ;

Berry, K. ;

Church, K. ;

Kissel, J. T. ;

Nagendran, S. ;

L'Italien, J. ;

Sproule, D. M. ;

Wells, C. ;

Cardenas, J. A. ;

Heitzer, M. D. ;

Kaspar, A. ;

Corcoran, S. ;

Braun, L. ;

Likhite, S. ;

Miranda, C. ;

Meyer, K. ;

Foust, K. D. ;

Burghes, A. H. M. ;

Kaspar, B. K. .

NEW ENGLAND JOURNAL OF MEDICINE, 2017, 377 (18) :1713-1722

[5] U-Net: Convolutional Networks for Biomedical Image Segmentation [J].

Ronneberger, Olaf ;

Fischer, Philipp ;

Brox, Thomas .

MEDICAL IMAGE COMPUTING AND COMPUTER-ASSISTED INTERVENTION, PT III, 2015, 9351 :234-241

[6] Safety and efficacy of drisapersen for the treatment of Duchenne muscular dystrophy (DEMAND II): an exploratory, randomised, placebo-controlled phase 2 study [J].

Voit, Thomas ;

Topaloglu, Haluk ;

Straub, Volker ;

Muntoni, Francesco ;

Deconinck, Nicolas ;

Campion, Giles ;

De Kimpe, Sjef J. ;

Eagle, Michelle ;

Guglieri, Michela ;

Hood, Steve ;

Liefaard, Lia ;

Lourbakos, Afrodite ;

Morgan, Allison ;

Ngkielny, Joanna ;

Quarcoo, Naashika ;

Ricotti, Valeria ;

Rolfe, Katie ;

Servais, Laurent ;

Wardell, Claire ;

Wilson, Rosamund ;

Wright, Padraig ;

Kraus, John E. .

LANCET NEUROLOGY, 2014, 13 (10) :987-996

[7] User-guided 3D active contour segmentation of anatomical structures: Significantly improved efficiency and reliability [J].

Yushkevich, Paul A. ;

Piven, Joseph ;

Hazlett, Heather Cody ;

Smith, Rachel Gimpel ;

Ho, Sean ;

Gee, James C. ;

Gerig, Guido .

NEUROIMAGE, 2006, 31 (03) :1116-1128

← 1 →