Murphy SN - Search Results

1

BRAIN AGE ESTIMATION USING LSTM ON CHILDREN'S BRAIN MRI.

He S, Gollub RL, Murphy SN, Perez JD, Prabhu S, Pienaar R, Robertson RL, Grant PE, Ou Y. He S, et al. Among authors: murphy sn. Proc IEEE Int Symp Biomed Imaging. 2020 Apr;2020:420-423. doi: 10.1109/isbi45749.2020.9098356. Epub 2020 May 22. Proc IEEE Int Symp Biomed Imaging. 2020. PMID: 32632348 Free PMC article.

2

A web portal that enables collaborative use of advanced medical image processing and informatics tools through the Biomedical Informatics Research Network (BIRN).

Murphy SN, Mendis ME, Grethe JS, Gollub RL, Kennedy D, Rosen BR. Murphy SN, et al. AMIA Annu Symp Proc. 2006;2006:579-83. AMIA Annu Symp Proc. 2006. PMID: 17238407 Free PMC article.

3

High throughput tools to access images from clinical archives for research.

Murphy SN, Herrick C, Wang Y, Wang TD, Sack D, Andriole KP, Wei J, Reynolds N, Plesniak W, Rosen BR, Pieper S, Gollub RL. Murphy SN, et al. J Digit Imaging. 2015 Apr;28(2):194-204. doi: 10.1007/s10278-014-9733-9. J Digit Imaging. 2015. PMID: 25316195 Free PMC article.

4

Brain extraction in pediatric ADC maps, toward characterizing neuro-development in multi-platform and multi-institution clinical images.

Ou Y, Gollub RL, Retzepi K, Reynolds N, Pienaar R, Pieper S, Murphy SN, Grant PE, Zöllei L. Ou Y, et al. Among authors: murphy sn. Neuroimage. 2015 Nov 15;122:246-61. doi: 10.1016/j.neuroimage.2015.08.002. Epub 2015 Aug 7. Neuroimage. 2015. PMID: 26260429 Free PMC article.

5

Using clinically acquired MRI to construct age-specific ADC atlases: Quantifying spatiotemporal ADC changes from birth to 6-year old.

Ou Y, Zöllei L, Retzepi K, Castro V, Bates SV, Pieper S, Andriole KP, Murphy SN, Gollub RL, Grant PE. Ou Y, et al. Among authors: murphy sn. Hum Brain Mapp. 2017 Jun;38(6):3052-3068. doi: 10.1002/hbm.23573. Epub 2017 Mar 31. Hum Brain Mapp. 2017. PMID: 28371107 Free PMC article.

6

Reusable Client-Side JavaScript Modules for Immersive Web-Based Real-Time Collaborative Neuroimage Visualization.

Bernal-Rusiel JL, Rannou N, Gollub RL, Pieper S, Murphy S, Robertson R, Grant PE, Pienaar R. Bernal-Rusiel JL, et al. Front Neuroinform. 2017 May 1;11:32. doi: 10.3389/fninf.2017.00032. eCollection 2017. Front Neuroinform. 2017. PMID: 28507515 Free PMC article.

7

Field of View Normalization in Multi-Site Brain MRI.

Ou Y, Zöllei L, Da X, Retzepi K, Murphy SN, Gerstner ER, Rosen BR, Grant PE, Kalpathy-Cramer J, Gollub RL. Ou Y, et al. Among authors: murphy sn. Neuroinformatics. 2018 Oct;16(3-4):431-444. doi: 10.1007/s12021-018-9359-z. Neuroinformatics. 2018. PMID: 29353341 Free PMC article.

8

Mining multi-site clinical data to develop machine learning MRI biomarkers: application to neonatal hypoxic ischemic encephalopathy.

Weiss RJ, Bates SV, Song Y, Zhang Y, Herzberg EM, Chen YC, Gong M, Chien I, Zhang L, Murphy SN, Gollub RL, Grant PE, Ou Y. Weiss RJ, et al. Among authors: murphy sn. J Transl Med. 2019 Nov 21;17(1):385. doi: 10.1186/s12967-019-2119-5. J Transl Med. 2019. PMID: 31752923 Free PMC article.

9

Voxelwise and Regional Brain Apparent Diffusion Coefficient Changes on MRI from Birth to 6 Years of Age.

Sotardi S, Gollub RL, Bates SV, Weiss R, Murphy SN, Grant PE, Ou Y. Sotardi S, et al. Among authors: murphy sn. Radiology. 2021 Feb;298(2):415-424. doi: 10.1148/radiol.2020202279. Epub 2020 Dec 8. Radiology. 2021. PMID: 33289612 Free PMC article.

10

Multi-channel attention-fusion neural network for brain age estimation: Accuracy, generality, and interpretation with 16,705 healthy MRIs across lifespan.

He S, Pereira D, David Perez J, Gollub RL, Murphy SN, Prabhu S, Pienaar R, Robertson RL, Ellen Grant P, Ou Y. He S, et al. Among authors: murphy sn. Med Image Anal. 2021 Aug;72:102091. doi: 10.1016/j.media.2021.102091. Epub 2021 Apr 30. Med Image Anal. 2021. PMID: 34038818 Free PMC article.

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