Deep Learning for Medical Image Segmentation

[1]  Faouzi Benzarti,et al.  Segmentation of brain MRI using active contour model , 2017, Int. J. Imaging Syst. Technol..

[2]  Thomas Brox,et al.  U-Net: Convolutional Networks for Biomedical Image Segmentation , 2015, MICCAI.

[3]  Jon Atli Benediktsson,et al.  Deep Learning for Hyperspectral Image Classification: An Overview , 2019, IEEE Transactions on Geoscience and Remote Sensing.

[4]  D. Ruan,et al.  A unified variational segmentation framework with a level-set based sparse composite shape prior , 2015, Physics in medicine and biology.

[5]  Hamid Soltanian-Zadeh,et al.  Segmentation of corpus callosum using diffusion tensor imaging: validation in patients with glioblastoma , 2012, BMC Medical Imaging.

[6]  Tobias Gass,et al.  Simultaneous Segmentation and Multiresolution Nonrigid Atlas Registration , 2014, IEEE Transactions on Image Processing.

[7]  C. DeCarli,et al.  Age-related white matter integrity differences in oldest-old without dementia , 2017, Neurobiology of Aging.

[8]  Daniel P. Huttenlocher,et al.  Efficient Graph-Based Image Segmentation , 2004, International Journal of Computer Vision.

[9]  Lisa Tang,et al.  Corpus Callosum Segmentation in MS Studies Using Normal Atlases and Optimal Hybridization of Extrinsic and Intrinsic Image Cues , 2015, MICCAI.

[10]  John G. Csernansky,et al.  Open Access Series of Imaging Studies (OASIS): Cross-sectional MRI Data in Young, Middle Aged, Nondemented, and Demented Older Adults , 2007, Journal of Cognitive Neuroscience.

[11]  Enyan Yu,et al.  Corpus Callosum Radiomics-Based Classification Model in Alzheimer's Disease: A Case-Control Study , 2018, Front. Neurol..

[12]  Bobby R. Hunt,et al.  Super‐resolution of images: Algorithms, principles, performance , 1995, Int. J. Imaging Syst. Technol..

[13]  D. Álvarez,et al.  Digital oximetry biomarkers for assessing respiratory function: standards of measurement, physiological interpretation, and clinical use , 2021, npj Digital Medicine.

[14]  Roberto de Alencar Lotufo,et al.  Analysis of Scalar Maps for the Segmentation of the Corpus Callosum in Diffusion Tensor Fields , 2012, Journal of Mathematical Imaging and Vision.