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Machine learning derived segmentation of phase velocity encoded cardiovascular magnetic resonance for fully automated aortic flow quantification.

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Title: Machine learning derived segmentation of phase velocity encoded cardiovascular magnetic resonance for fully automated aortic flow quantification.
Authors: Bratt A; Department of Radiology, Weill Cornell Medicine, 525 E 68th St, New York, NY, 10065, USA., Kim J; Department of Radiology, Weill Cornell Medicine, 525 E 68th St, New York, NY, 10065, USA.; Greenberg Division of Cardiology, Department of Medicine, Weill Cornell Medicine, 525 E 68th St, New York, NY, 10065, USA., Pollie M; Greenberg Division of Cardiology, Department of Medicine, Weill Cornell Medicine, 525 E 68th St, New York, NY, 10065, USA., Beecy AN; Greenberg Division of Cardiology, Department of Medicine, Weill Cornell Medicine, 525 E 68th St, New York, NY, 10065, USA., Tehrani NH; Greenberg Division of Cardiology, Department of Medicine, Weill Cornell Medicine, 525 E 68th St, New York, NY, 10065, USA., Codella N; IBM TJ Watson Research Center, 1101 Kitchawan Rd, Yorktown Heights, NY, 10598, USA., Perez-Johnston R; Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY, 10065, USA., Palumbo MC; Greenberg Division of Cardiology, Department of Medicine, Weill Cornell Medicine, 525 E 68th St, New York, NY, 10065, USA., Alakbarli J; Greenberg Division of Cardiology, Department of Medicine, Weill Cornell Medicine, 525 E 68th St, New York, NY, 10065, USA., Colizza W; Department of Radiology, Weill Cornell Medicine, 525 E 68th St, New York, NY, 10065, USA., Drexler IR; Department of Radiology, Weill Cornell Medicine, 525 E 68th St, New York, NY, 10065, USA., Azevedo CF; Duke Cardiovascular Magnetic Resonance Center, 10 Duke Medicine Circle, Durham, NC, 27710, USA., Kim RJ; Duke Cardiovascular Magnetic Resonance Center, 10 Duke Medicine Circle, Durham, NC, 27710, USA., Devereux RB; Greenberg Division of Cardiology, Department of Medicine, Weill Cornell Medicine, 525 E 68th St, New York, NY, 10065, USA., Weinsaft JW; Department of Radiology, Weill Cornell Medicine, 525 E 68th St, New York, NY, 10065, USA. jww2001@med.cornell.edu.; Greenberg Division of Cardiology, Department of Medicine, Weill Cornell Medicine, 525 E 68th St, New York, NY, 10065, USA. jww2001@med.cornell.edu.; Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY, 10065, USA. jww2001@med.cornell.edu.; Weill Cornell Medical College, 525 East 68th Street, New York, NY, 10021, USA. jww2001@med.cornell.edu.
Source: Journal of cardiovascular magnetic resonance : official journal of the Society for Cardiovascular Magnetic Resonance [J Cardiovasc Magn Reson] 2019 Jan 07; Vol. 21 (1), pp. 1. Date of Electronic Publication: 2019 Jan 07.
Publication Type: Journal Article; Multicenter Study; Research Support, N.I.H., Extramural; Validation Study
Journal Info: Publisher: Elsevier Country of Publication: England NLM ID: 9815616 Publication Model: Electronic Cited Medium: Internet ISSN: 1532-429X (Electronic) Linking ISSN: 10976647 NLM ISO Abbreviation: J Cardiovasc Magn Reson Subsets: MEDLINE
Database: MEDLINE Ultimate
Description
ISSN:1532-429X
DOI:10.1186/s12968-018-0509-0