Using deep learning convolutional neural networks to automatically perform cerebral aqueduct CSF flow analysis
作者： Clayton Chi-Chang Chen , Jyh-Wen Chai , Jeon-Hor Chen , Wen-Hsien Chen , Yun-Chung Cheng
DOI: 10.1016/J.JOCN.2021.05.010
关键词:
摘要:
elsevier.com 
sci-hub.st 参考文章(29)
Dan Greitz, Cerebrospinal fluid circulation and associated intracranial dynamics. A radiologic investigation using MR imaging and radionuclide cisternography. Acta Radiologica. ,vol. 386, pp. 1- 23 ,(1993)
Anders Wåhlin, Khalid Ambarki, Jón Hauksson, Richard Birgander, Jan Malm, Anders Eklund, None, Phase contrast MRI quantification of pulsatile volumes of brain arteries, veins, and cerebrospinal fluids compartments: repeatability and physiological interactions. Journal of Magnetic Resonance Imaging. ,vol. 35, pp. 1055- 1062 ,(2012) , 10.1002/JMRI.23527
J. Forner Giner, R. Sanz-Requena, N. Flórez, A. Alberich-Bayarri, G. García-Martí, A. Ponz, L. Martí-Bonmatí, Quantitative phase-contrast MRI study of cerebrospinal fluid flow: a method for identifying patients with normal-pressure hydrocephalus. Neurologia. ,vol. 29, pp. 68- 75 ,(2014) , 10.1016/J.NRLENG.2013.12.006
Noam Alperin, Sang Hoon Lee, PUBS: pulsatility-based segmentation of lumens conducting non-steady flow. Magnetic Resonance in Medicine. ,vol. 49, pp. 934- 944 ,(2003) , 10.1002/MRM.10455
W G Bradley, D Scalzo, J Queralt, W N Nitz, D J Atkinson, P Wong, Normal-pressure hydrocephalus: evaluation with cerebrospinal fluid flow measurements at MR imaging. Radiology. ,vol. 198, pp. 523- 529 ,(1996) , 10.1148/RADIOLOGY.198.2.8596861
Patrick H. Luetmer, John Huston, Jonathan A. Friedman, Geoffrey R. Dixon, Ronald C. Petersen, Clifford R. Jack, Robyn L. McClelland, Michael J. Ebersold, Measurement of Cerebrospinal Fluid Flow at the Cerebral Aqueduct by Use of Phase-contrast Magnetic Resonance Imaging: Technique Validation and Utility in Diagnosing Idiopathic Normal Pressure Hydrocephalus Neurosurgery. ,vol. 50, pp. 534- 543 ,(2002) , 10.1097/00006123-200203000-00020
Olivier BALÉDENT, MARIE-C;´eCILE C. HENRY-FEUGEAS, ILANA IDY-PERETTI, Cerebrospinal fluid dynamics and relation with blood flow: a magnetic resonance study with semiautomated cerebrospinal fluid segmentation. Investigative Radiology. ,vol. 36, pp. 368- 377 ,(2001) , 10.1097/00004424-200107000-00003
Oktay Algin, Bahattin Hakyemez, Mufit Parlak, The Efficiency of PC-MRI in Diagnosis of Normal Pressure Hydrocephalus and Prediction of Shunt Response Academic Radiology. ,vol. 17, pp. 181- 187 ,(2010) , 10.1016/J.ACRA.2009.08.011
Ashwani Kumar Sharma, Shailesh Gaikwad, Vipul Gupta, Ajay Garg, Nalini K Mishra, None, Measurement of peak CSF flow velocity at cerebral aqueduct, before and after lumbar CSF drainage, by use of phase-contrast MRI: utility in the management of idiopathic normal pressure hydrocephalus. Clinical Neurology and Neurosurgery. ,vol. 110, pp. 363- 368 ,(2008) , 10.1016/J.CLINEURO.2007.12.021
JOHN L. EMERY, MICHAEL C. STASCHAK, The size and form of the cerebral aqueduct in children. Brain. ,vol. 95, pp. 591- 598 ,(1972) , 10.1093/BRAIN/95.3.591