The Brain-Image Database (BRAID) Project

  1. Herskovits EH, Chen R. Integrating data-mining support into a brain-image database using open-source components. Advances in Medical Sciences, in press, 2008.

  2. Chen R, Hillis AE, Pawlak MA, Herskovits EH. Voxelwise Bayesian lesion-deficit analysis. NeuroImage, 40(4):1633–1642, 2008.

  3. Philipose LE, Gottesman RF, Newhart M, Kleinman JT, Herskovits EH, Pawlak MA, Marsh EB, Davis C, Heidler-Gary J, Hillis AE. Neural regions essential for reading and spelling of words and pseudowords. Annals of Neurology, 62(5):481–492, 2007.

  4. Chen R, Herskovits EH. Bayesian classification for clinical diagnosis from functional magnetic-resonance imaging data. Neuroinformatics, 5(3):178–188, 2007.

  5. Chen R, Herskovits EH. Graphical-model-based multivariate analysis of functional magnetic-resonance data. NeuroImage, 35(2):635–647, 2007.

  6. Bilello M, Lao Z, Krejza J, Hillis AE, Herskovits EH. Statistical atlas of acute stroke from MR diffusion-weighted-images of the brain. Neuroinformatics, 4(3):235–242, 2006.

  7. Chen R, Herskovits EH. Network analysis of mild cognitive impairment. NeuroImage, 29(4):1252–1259, 2006.

  8. Chen R, Herskovits EH. Graphical-model-based morphometric analysis. IEEE Transactions on Medical Imaging, 24(10):1237–1248, 2005.

  9. Chen R, Herskovits EH. A Bayesian network classifier with inverse tree structure for voxelwise magnetic resonance image analysis. Proceedings of the eleventh ACM SIGKDD international conference on knowledge discovery in data mining, Chicago, IL, 21–24 August 2005, pp. 4–12. New York: ACM Press.

  10. Hillis AE, Newhart M, Heidler J, Barker PB, Herskovits EH, Degaonkar M. Anatomy of spatial attention: insights from perfusion imaging and hemispatial neglect in acute stroke. The Journal of Neuroscience, 25(12):3161–3167, 2005.

  11. Hillis AE, Newhart M, Heidler J, Barker PB, Herskovits EH, Degaonkar M. The roles of the “visual word form area” in reading. NeuroImage, 24(2):548–559, 2005.

  12. Herskovits EH, Peng H Davatzikos C. A Bayesian Morphometry Algorithm. IEEE Transactions on Medical Imaging, 23(6):723–737, 2004.

  13. Vasa RA, Grados M, Slomine B, Herskovits EH, Thompson RE, Salorio C, Christensen J, Wursta C, Riddle MA, Gerring JP. Neuroimaging correlates of anxiety after pediatric traumatic brain injury. Biological Psychiatry, 55(3):208–216, 2004.

  14. Herskovits EH, Gerring JP. Application of a data-mining method based on Bayesian networks to lesion-deficit analysis. NeuroImage, 19(4):1664–1673, 2003.

  15. Peng H, Herskovits EH, Davatzikos C. Bayesian clustering methods for morphological analysis of MR images. Proceedings of the IEEE International Symposium on Biomedical Imaging, 2002, pp. 875–878: IEEE Press.

  16. Yu S, Pham DL, Shen D, Herskovits EH, Resnick SM, Davatzikos C. Automatic segmentation of white-matter lesions in T1-weighted brain MR images. Proceedings of the IEEE International Symposium on Biomedical Imaging, 2002, pp. 253–256: IEEE Press.

  17. Herskovits EH, Gerring JP, Davatzikos C, Bryan RN. Is the spatial distribution of brain lesions associated with closed-head injury in children predictive of subsequent development of posttraumatic stress disorder? Radiology, 224(2):345–351, 2002.

  18. Davatzikos C, Liu D, Shen D, Herskovits EH. Spatial normalization of spine MR images, for statistical correlation of lesions with clinical symptoms. Radiology, 224(3):919–926, 2002.

  19. Shen D, Herskovits EH, Davatzikos C. An adaptive-focus statistical shape model for segmentation and shape modelling of 3D brain structures. IEEE Transactions on Medical Imaging, 20(4):257–270, 2001.

  20. Davatzikos C, Li HH, Herskovits EH, Resnick SM. Accuracy and sensitivity of detection of activation foci in the brain via statistical parametric mapping: a study using a PET simulator. NeuroImage, 13(1):176–184, 2001.

  21. Herskovits EH. An architecture for a brain-image database. Methods of Information in Medicine, 39(4–5):291–297, 2000.

  22. McClelland R, Kronmal R, Bryan RN, Herskovits EH, O'Leary D, Price T, Kuller L. Neurologic correlates of large infarct location in the Cardiovascular Health Study. Journal of Stroke and Cerebrovascular Diseases, 9(5):218–228, 2000.

  23. Megalooikonomou V, Herskovits EH, Davatzikos C. A simulator for evaluating methods for the detection of lesion-deficit associations. Human Brain Mapping, 10(2):61–73, 2000.

  24. Gerring JP, Brady KD, Chen A, Quinn CB, Herskovits EH, Bandeen-Roche KJ, Denckla MB, Bryan RN. Neuroimaging variables related to development of secondary attention deficit hyperactivity disorder in children with closed-head injury. Brain Injury, 14(3):205–218, 2000.

  25. Herskovits EH, Megalooikonomou V, Davatzikos C, Chen A, Bryan RN, Gerring, JP. Is the spatial distribution of brain lesions associated with closed-head injury predictive of subsequent development of attention-deficit hyperactivity disorder? Analysis with a brain-image database. Radiology, 213(2):389–394, 1999.

  26. Megalooikonomou V, Davatzikos C, Herskovits EH. Mining lesion-deficit associations in a brain-image database. Proceedings of the Fifth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 1999, pp. 347–351. New York: ACM Press.

  27. Letovsky SI, Whitehead SHJ, Paik CH, Miller GA, Gerber J, Herskovits EH, Fulton TK, Bryan RN. A brain-image database for structure-function analysis. American Journal of Neuroradiology, 19:1869–1877, 1998.