Elizabeth M. C. Hillman

Publication Activity (10 Years)

Years Active: 2000-2020
Publications (10 Years): 2

Top Topics

Nonnegative Matrix Factorization

Anatomical Landmarks

Multispectral Images

Top Venues

Stat. Anal. Data Min.

PLoS Comput. Biol.

Publications

Shreya Saxena, Ian Kinsella, Simon Musall, Sharon H. Kim, Jozsef Meszaros, David N. Thibodeaux, Carla Kim, John J. Cunningham, Elizabeth M. C. Hillman, Anne Churchland, Liam Paninski
Localized semi-nonnegative matrix factorization (LocaNMF) of widefield calcium imaging data. PLoS Comput. Biol. 16 (4) (2020)
Hien Duy Nguyen, Jeremy F. P. Ullmann, Geoffrey J. McLachlan, Venkatakaushik Voleti, Wenze Li, Elizabeth M. C. Hillman, David C. Reutens, Andrew L. Janke
Whole-volume clustering of time series data from zebrafish brain calcium images via mixture modeling. Stat. Anal. Data Min. 11 (1) (2018)
Aleksandr Rayshubskiy, Teresa J. Wojtasiewicz, Charles B. Mikell, Matthew B. Bouchard, Dmitriy Timerman, Brett E. Youngerman, Robert A. McGovern, Marc L. Otten, Peter Canoll, Guy M. McKhann II, Elizabeth M. C. Hillman
Direct, intraoperative observation of ~ 0.1 Hz hemodynamic oscillations in awake human cortex: Implications for fMRI. NeuroImage 87 (2014)
Danail Stoyanov, Aleksandr Rayshubskiy, Elizabeth M. C. Hillman
Robust registration of multispectral images of the cortical surface in neurosurgery. ISBI (2012)
Brenda R. Chen, Matthew B. Bouchard, Addason F. H. McCaslin, Sean A. Burgess, Elizabeth M. C. Hillman
High-speed vascular dynamics of the hemodynamic response. NeuroImage 54 (2) (2011)
Li Chen, Tsung-Han Chan, Peter L. Choyke, Elizabeth M. C. Hillman, Chong-Yung Chi, Zaver M. Bhujwalla, Ge Wang, Sean S. Wang, Zsolt Szabo, Yue Joseph Wang
dynamic contrast-enhanced imaging of complex tissues. Bioinform. 27 (18) (2011)
Elizabeth M. C. Hillman, Anna Devor, Matthew B. Bouchard, Andrew K. Dunn, G. W. Krauss, Jesse Skoch, Brian J. Bacskai, Anders M. Dale, David A. Boas
Depth-resolved optical imaging and microscopy of vascular compartment dynamics during somatosensory stimulation. NeuroImage 35 (1) (2007)
Elizabeth M. C. Hillman, Anna Devor, David A. Boas
High-resolution functional optical imaging of living tissues. ISBI (2006)
Simon R. Arridge, Jeremy C. Hebden, Martin Schweiger, Florian E. W. Schmidt, Martin E. Fry, Elizabeth M. C. Hillman, Hamid Dehghani, David T. Delpy
A method for three-dimensional time-resolved optical tomography. Int. J. Imaging Syst. Technol. 11 (1) (2000)