Parenchymal texture measures weighted by breast anatomy: preliminary optimization in a case-control study. - Aimilia Gastounioti; Brad M. Keller; Meng-Kang Hsieh; Emily F. Conant; Despina Kontos (Computer-Aided Diagnosis, 2016)

Capturing heterogeneous group differences using mixture-of-experts: Application to a study of aging. - Harini Eavani; Meng-Kang Hsieh; Yang An; Güray Erus; Lori L. Beason-Held; Susan M. Resnick; Christos Davatzikos (NeuroImage, 2016)

Mammographic phenotypes of breast cancer risk driven by breast anatomy. - Aimilia Gastounioti; Andrew Oustimov; Meng-Kang Hsieh; Lauren Pantalone; Emily F. Conant; Despina Kontos (Computer-Aided Diagnosis, 2017)

Convolutional neural network approach for enhanced capture of breast parenchymal complexity patterns associated with breast cancer risk. - Andrew Oustimov; Aimilia Gastounioti; Meng-Kang Hsieh; Lauren Pantalone; Emily F. Conant; Despina Kontos (Computer-Aided Diagnosis, 2017)

Three-dimensional whole breast segmentation in sagittal MR images with dense depth field modeling and localized self-adaptation. - Dong Wei 004; Susan Weinstein; Meng-Kang Hsieh; Lauren Pantalone; Mitchell D. Schnall; Despina Kontos (Image Processing, 2017)

Validation of the textural realism of a 3D anthropomorphic phantom for digital breast tomosynthesis. - Raymond Joseph Acciavatti; Meng-Kang Hsieh; Aimilia Gastounioti; Yifan Hu; Jinbo Chen; Andrew D. A. Maidment; Despina Kontos (IWBI, 2018)

Deformable image registration as a tool to improve survival prediction after neoadjuvant chemotherapy for breast cancer: results from the ACRIN 6657/I-SPY-1 trial. - Nariman Jahani; Eric A. Cohen; Meng-Kang Hsieh; Susan P. Weinstein; Lauren Pantalone; Christos Davatzikos; Despina Kontos (Computer-Aided Diagnosis, 2018)

Volumetric versus area-based density assessment: comparisons using automated quantitative measurements from a large screening cohort. - Aimilia Gastounioti; Meng-Kang Hsieh; Lauren Pantalone; Emily F. Conant; Despina Kontos (Image Processing, 2018)

Associations between mammographic phenotypes and histopathologic features in ductal carcinoma in situ. - Ruvini Navaratna; Aimilia Gastounioti; Meng-Kang Hsieh; Lauren Pantalone; Marie Shelanski; Emily F. Conant; Despina Kontos (Computer-Aided Diagnosis, 2019)

Three-Dimensional Whole Breast Segmentation in Sagittal and Axial Breast MRI With Dense Depth Field Modeling and Localized Self-Adaptation for Chest-Wall Line Detection. - Dong Wei 004; Susan Weinstein; Meng-Kang Hsieh; Lauren Pantalone; Despina Kontos (IEEE Trans. Biomed. Eng., 2019)

Robust radiomic feature selection in digital mammography: understanding the effect of imaging acquisition physics using phantom and clinical data analysis. - Raymond Joseph Acciavatti; Eric A. Cohen; Omid Haji Maghsoudi; Aimilia Gastounioti; Lauren Pantalone; Meng-Kang Hsieh; Emily F. Conant; Christopher G. Scott; Stacey J. Winham; Karla Kerlikowske; Celine Vachon; Andrew D. A. Maidment; et al. (Computer-Aided Diagnosis, 2020)