December 2019 Publications

Imaging phenotypes of breast cancer heterogeneity in pre-operative breast Dynamic Contrast Enhanced Magnetic Resonance Imaging (DCE-MRI) scans predict 10-year recurrence. Rhea Chitalia, Jennifer Rowland, Elizabeth S. McDonald, Lauren Pantalone, Eric A Cohen, Aimilia Gastounioti, Michael Feldman, Mitchell Schnall, Emily Conant and Despina Kontos
DOI: 10.1158/1078-0432.CCR-18-4067

IN VIVO EVALUATION OF O6-METHYLGUANINE-DNA-METHYLTRANSFERASE (MGMT) PROMOTER METHYLATION STATUS FOR DE NOVO GLIOBLASTOMA PATIENTS USING DEEP LEARNING FEATURES... Saima Rathore, MacLean Nasrallah, Hamed Akbari, Gaurav Shukla, Stephen Bagley, Christopher Watt, Sung Min Ha, Elizabeth Mamourian, Chiharu Sako, Zev Binder, Donald O’Rourke, Christos Davatzikos
https://doi.org/10.1093/neuonc/noz175.1139

ROBUST MODALITY-AGNOSTIC SKULL-STRIPPING IN PRESENCE OF DIFFUSE GLIOMA: A MULTI-INSTITUTIONAL STUDY
Siddhesh Thakur, Jimit Doshi, Sung Min Ha, Gaurav Shukla, Aikaterini Kotrotsou, Sanjay Talbar, Uday Kulkarni, Daniel Marcus, Rivka Colen, Christos Davatzikos, Guray Erus, Spyridon Bakas
https://doi.org/10.1093/neuonc/noz175.710

Widespread Morphometric Abnormalities in Major Depression: Neuroplasticity and Potential for Biomarker Development.
Cynthis HY Fu, Christos Davatzikos
https://doi.org/10.1016/j.nic.2019.09.008

ASSOCIATION BETWEEN BRAIN VOLUMES AND PATTERNS OF COMMUNITY-DWELLING PHYSICAL ACTIVITY.
Amal A Wanigatunga, Yang An, Christos Davatzikos, Jacek K Urbanek, Adam P Spira, Eleanor M Simonsick, Susan M Resnick, Jennifer A Schrack
https://doi.org/10.1093/geroni/igz038.1498

Interpretable, highly accurate brain decoding of subtly distinct brain states from functional MRI using intrinsic functional networks and long short-term memory recurrent neural networks. 
Hongming Li, Yong Fan
https://doi.org/10.1016/j.neuroimage.2019.116059

Automatic kidney segmentation in ultrasound images using subsequent boundary distance regression and pixelwise classification networks.
Shi Yin, Qinmu Peng, Hongming Li, Zhengqiang Zhang, Xinge You, Katherine Fischer, Susan Furth, Gregory E Tasian, Yong Fan
https://doi.org/10.1016/j.media.2019.101602