Detection and analysis of T2DM biomarkers from brain MR images using BrainLab

Proceedings - 2014 7th International Conference on BioMedical Engineering and Informatics, BMEI 2014

Volumn , Issue , 2014, Pages 174-178

  Peng, Bo ^a   Li, Gang ^b   Chen, Zhiye ^c   Lv, Bin ^d   Shen, Dinggang ^b   Ma, Lin ^c   Dai, Yakang ^a  

^a SUZHOU INSTITUTE OF BIOMEDICAL ENGINEERING AND TECHNOLOGY   (China)

^b UNIVERSITY OF NORTH CAROLINA SCHOOL OF MEDICINE   (United States)

^c CHINESE PLA GENERAL HOSPITAL   (China)

^d China Academy of Telecommunication Research of MIIT   (China)

Author keywords

Brain labeling; Brain segmentation; Cortical surface reconstruction; Cortical thickness; Magnetic resonance image; Type 2 diabetes

Indexed keywords

BIOMARKERS; BIOMEDICAL ENGINEERING; DIAGNOSIS; IMAGE ANALYSIS; IMAGE SEGMENTATION; INFORMATION SCIENCE; MAGNETIC RESONANCE IMAGING;

AUTOMATED ANALYSIS; BRAIN MR IMAGES; BRAIN SEGMENTATION; CORTICAL THICKNESS; EARLY DIAGNOSIS; GRAY MATTER VOLUMES; TYPE 2 DIABETES MELLITUS; TYPE-2 DIABETES;

BRAIN;

EID: 84988267120     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/BMEI.2014.7002765     Document Type: Conference Paper

References (14)

1. A. M. Tiehuis, Y. V. D. Graaf, F. L. Visseren, K. L. Vincken, G. J. Biessels, A. P. A. Appelman, L. J. Kappelle, W. P. T.M. Mali. "Cognitive Dysfunction and Its Clinical and Radiological Determinants in Patients with Symptomatic Arterial Disease and Diabetes." Journal of the Neurological Sciences, 2009, vol. 39, pp. 1600-1603
2. A. Kumar, E. Haroon, C. Darwin, D. Pham, O. Ajilore, G. Rodriguez, J. Mintz. "Gray matter prefrontal changes in type 2 diabetes detected using MRI." Journal of Magnetic Resonance Imaging, 2008, vol. 27, pp. 14-19
3. T. den Heijer, S. E. Vermeer1, E. J. van Dijk, N. D. Prins, P. J. Koudstaal1, A. Hofman1, M. M. B. Breteler. "Type 2 diabetes and atrophy of medial temporal lobe structures on brain MRI." Diabetologia, 2003, vol. 46, pp. 1604-1610
4. S. M. Manschot, A. M. A. Brands, J. V. D. Grond, R. P. C. Kessels, A. Algra, L. J. Kappelle, G. J. Biessels. "Brain magnetic resonance imaging correlates of impaired cognition in patients with type 2 diabetes." Diabetes, 2006, vol. 54, pp. 1106-1113
5. Z. Chen, L. Li, J. Sun, L. Ma. Mapping the brain in type II diabetes: Voxel-based morphometry using DARTEL. European Journal of Radiology, 2012, vol. 81, pp. 1870-1876
6. O. Ajilore, K. Nari, J. Rosenthal, D. Pham, L. Hamilton, K. Watari, V. Elderkin-Thompson, C. Darwin, A. Toga, A. Kumar. "Regional cortical gray matter thickness differences associated with type 2 diabetes and major depression. Psychiatry Research: Neuroimaging, 2010, vol. 184, pp. 63-70
7. Y. Dai, Y. Wang, L. Wang, G. Wu, F. Shi, D. Shen. "aBEAT: a toolbox for consistent analysis of longitudinal adult brain MRI." PLoS ONE, vol. 8, 2013, pp. e60344
8. American Diabetes Association. "Standards of medical care in diabetes-2010." Diabetes care, 2010, vol. 33, pp. S11-S61
9. Y. Wang, J. Nie, P. T. Yap, G. Li, F. Shi, X. Geng, L. Guo, D. Shen. Knowledge-guided robust MRI brain extraction for diverse large-scale neuroimaging studies on humans and non-human primates. PLoS One, 2014, 9(1):e77810
10. L. Wang, F. Shi, G. Li, D. Shen. 4D segmentation of brain MR images with constrained cortical thickness variation. PLoS One, 2013, 8(7):e64207
11. G. Wu, M. Kim, Q. Wang, D. Shen. "Hierarchical attribute-guided symmetric diffeomorphic registration for MR brain images." Medical Image Computing and Computer-Assisted Intervention-MICCAI, 2012, pp. 90-97
12. G. Li, J. Nie, G. Wu, Y. Wang, D. Shen. "Consistent reconstruction of cortical surfaces from longitudinal brain MR images." NeuroImage, 2012, vol. 59, pp. 3805-3820
13. N. Tzourio-Mazoyer, B. Landeau, D. Papathanasslou, F. Crivello, O. Etard, N. Delcroix, B.Mazoyer, M. Joliot. "Automated anatomical labeling of activations in SPM using a macroscopic anatomical parcellation of the MNI MRI single-subject brain." Neuroimage, 2002, vol. 15, pp. 273-289
14. Y. Wang, G Li, M. Ahn, J. Nie, H. Zhu, L. Guo. Mapping longitudinal cerebral cortex development using diffusion tensor imaging. Proc. of SPIE Medical Imaging, 2013, vol. 8669, pp. 86692E