Generative-Discriminative Basis Learning for Medical Imaging

Por Batmanghelich, Nematollah K., Taskar, Ben, Davatzikos, Christos
Publicado em 2011

Spatial patterns of brain atrophy in MCI patients, identified via high-dimensional pattern classification, predict subsequent cognitive decline

Por Fan, Yong, Batmanghelich, Nematollah, Clark, Chris M., Davatzikos, Christos
Publicado em 2007

Joint Modeling of Imaging and Genetics

Por Batmanghelich, Nematollah K., Dalca, Adrian V., Sabuncu, Mert R., Golland, Polina
Publicado em 2013

Unsupervised Discovery of Emphysema Subtypes in a Large Clinical Cohort

Por Binder, Polina, Batmanghelich, Nematollah K., Estepar, Raul San Jose, Golland, Polina
Publicado no Mach Learn Med Imaging (2016)

Probabilistic Modeling of Imaging, Genetics and Diagnosis

Por Batmanghelich, Nematollah K., Dalca, Adrian, Quon, Gerald, Sabuncu, Mert, Golland, Polina
Publicado no IEEE Trans Med Imaging (2016)

Generative Method to Discover Genetically Driven Image Biomarkers

Por Batmanghelich, Nematollah K., Saeedi, Ardavan, Cho, Michael, Estepar, Raul San Jose, Golland, Polina
Publicado no Inf Process Med Imaging (2015)

An Integrated Framework for High Angular Resolution Diffusion Imaging–Based Investigation of Structural Connectivity

Por Bloy, Luke, Ingalhalikar, Madhura, Batmanghelich, Nematollah K., Schultz, Robert T., Roberts, Timothy P.L., Verma, Ragini
Publicado em 2012