Harmonised Segmentation of Neonatal Brain MRI: A Domain Adaptation Approach

Author(s):  
Irina Grigorescu ◽  
Lucilio Cordero-Grande ◽  
Dafnis Batalle ◽  
A. David Edwards ◽  
Joseph V. Hajnal ◽  
...  
2017 ◽  
Vol 32 (13) ◽  
pp. 1065-1073 ◽  
Author(s):  
Iván Sánchez Fernández ◽  
J. Leon Morales-Quezada ◽  
Samuel Law ◽  
Paggie Kim

Objective: To quantify the prognostic value of neonatal brain magnetic resonance imaging (MRI) in neonatal hypoxic-ischemic encephalopathy. Methods: Meta-analysis of studies with ≥35-week neonates with hypoxic-ischemic encephalopathy who underwent brain MRI within age 4 weeks and had neurodevelopmental follow-up for at least 12 months. Results: An abnormal neonatal brain MRI was more frequent among patients with unfavorable neurodevelopmental outcome: odds ratio = 18.2 (95% confidence interval: 9.4-34.9), P <.0001. The prognostic value of neonatal brain MRI in moderate hypoxic-ischemic encephalopathy had an odds ratio of 17.7 (95% confidence interval: 5.3-59.3) and in severe hypoxic-ischemic encephalopathy, the odds ratio was 125.0 (95% confidence interval: 2.0-7917.1). Therapeutic hypothermia did not change the prognostic value of neonatal brain MRI (odds ratio for hypothermia, 14.0 [95% confidence interval: 3.1-63.6], vs no hypothermia, 18.1 [95% confidence interval: 10.0-33.1], P = .7525). Conclusion: Neonatal brain MRI provides prognostic information on outcome beyond early infancy in hypoxic-ischemic encephalopathy and therapeutic hypothermia does not change its prognostic value.


2019 ◽  
Vol 54 ◽  
pp. 142
Author(s):  
Fabio Sbaraglia ◽  
Rossella Garra ◽  
Marco Rossi
Keyword(s):  

2018 ◽  
Vol 48 (8) ◽  
pp. 1139-1151 ◽  
Author(s):  
Lili He ◽  
Jinghua Wang ◽  
Zhong-Lin Lu ◽  
Beth M. Kline-Fath ◽  
Nehal A. Parikh

ICTMI 2017 ◽  
2019 ◽  
pp. 199-214
Author(s):  
Maryjo M. George ◽  
S. Kalaivani

Author(s):  
Yoshihisa Otsuka ◽  
Linda Chang ◽  
Yukako Kawasaki ◽  
Dan Wu ◽  
Can Ceritoglu ◽  
...  

2015 ◽  
Vol 64 ◽  
pp. 163-178 ◽  
Author(s):  
Chelli N. Devi ◽  
Anupama Chandrasekharan ◽  
V.K. Sundararaman ◽  
Zachariah C. Alex

2014 ◽  
Vol 33 (9) ◽  
pp. 1818-1831 ◽  
Author(s):  
Antonios Makropoulos ◽  
Ioannis S. Gousias ◽  
Christian Ledig ◽  
Paul Aljabar ◽  
Ahmed Serag ◽  
...  

2019 ◽  
Vol 87 (5) ◽  
pp. 879-884 ◽  
Author(s):  
Yvonne W. Wu ◽  
Amy M. Goodman ◽  
Taeun Chang ◽  
Sarah B. Mulkey ◽  
Fernando F. Gonzalez ◽  
...  

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