Affine optical flow combined with multiscale image analysis for motion estimation of the arterial wall from B-mode ultrasound. - Aimilia Gastounioti; Nikolaos N. Tsiaparas; Spyretta Golemati; John S. Stoitsis; Konstantina S. Nikita (EMBC, 2011)

Comparison of Block Matching and Differential Methods for Motion Analysis of the Carotid Artery Wall From Ultrasound Images. - Spyretta Golemati; John S. Stoitsis; Aimilia Gastounioti; Alexandros C. Dimopoulos; Vassiliki Koropouli; Konstantina S. Nikita (IEEE Trans. Inf. Technol. Biomed., 2012)

Multiscale motion analysis of the carotid artery wall from B-mode ultrasound: Investigating the optimal wavelet parameterization. - Nikolaos N. Tsiaparas; Aimilia Gastounioti; Spyretta Golemati; Konstantina S. Nikita (BIBE, 2013)

Toward Novel Noninvasive and Low-Cost Markers for Predicting Strokes in Asymptomatic Carotid Atherosclerosis: The Role of Ultrasound Image Analysis. - Spyretta Golemati; Aimilia Gastounioti; Konstantina S. Nikita (IEEE Trans. Biomed. Eng., 2013)

Bilateral asymmetry in ultrasound-image-based mechanical and textural features in subjects with asymptomatic carotid artery disease. - Spyretta Golemati; Aimilia Gastounioti; Nikolaos N. Tsiaparas; Konstantina S. Nikita (BHI, 2014)

CAROTID - A web-based platform for optimal personalized management of atherosclerotic patients. - Aimilia Gastounioti; Vasileios D. Kolias; Spyretta Golemati; Nikolaos N. Tsiaparas; Aikaterini I. Matsakou; John S. Stoitsis; Nikolaos P. E. Kadoglou; Christos Gkekas; John D. Kakisis; Christos D. Liapis; Petros Karakitsos; Ioannis A. Sarafis; et al. (Comput. Methods Programs Biomed., 2014)

Using ultrasound image analysis to evaluate the role of elastography imaging in the diagnosis of carotid atherosclerosis. - Monika-Filitsa S. Xenikou; Spyretta Golemati; Aimilia Gastounioti; Marianna Tzortzi; Nektarios Moraitis; Georgios Charalampopulos; Nicolaos Liasis; Athanasios Dedes; Nicolaos Besias; Konstantina S. Nikita (EMBC, 2015)

Graph-Based Motion-Driven Segmentation of the Carotid Atherosclerotique Plaque in 2D Ultrasound Sequences. - Aimilia Gastounioti; Aristeidis Sotiras; Konstantina S. Nikita; Nikos Paragios (MICCAI (3), 2015)

A Novel Computerized Tool to Stratify Risk in Carotid Atherosclerosis Using Kinematic Features of the Arterial Wall. - Aimilia Gastounioti; Stavros Makrodimitris; Spyretta Golemati; Nikolaos P. E. Kadoglou; Christos D. Liapis; Konstantina S. Nikita (IEEE J. Biomed. Health Informatics, 2015)

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)

Preliminary evaluation of a fully automated quantitative framework for characterizing general breast tissue histology via color histogram and color texture analysis. - Brad M. Keller; Aimilia Gastounioti; Rebecca C. Batiste; Despina Kontos; Michael D. Feldman (Digital Pathology, 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)

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)

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)

The Cancer Imaging Phenomics Toolkit (CaPTk): Technical Overview. - Sarthak Pati; Ashish Singh; Saima Rathore; Aimilia Gastounioti; Mark Bergman; Phuc Ngo; Sung Min Ha; Dimitrios Bounias; James Minock; Grayson Murphy; Hongming Li; Amit Bhattarai; et al. (BrainLes@MICCAI (2), 2019)

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)

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)

O-Net: An Overall Convolutional Network for Segmentation Tasks. - Omid Haji Maghsoudi; Aimilia Gastounioti; Lauren Pantalone; Christos Davatzikos; Spyridon Bakas; Despina Kontos (MLMI@MICCAI, 2020)

Deep-LIBRA: Artificial intelligence method for robust quantification of breast density with independent validation in breast cancer risk assessment. - Omid Haji Maghsoudi; Aimilia Gastounioti; Christopher G. Scott; Lauren Pantalone; Fang-Fang Wu; Eric A. Cohen; Stacey J. Winham; Emily F. Conant; Celine M. Vachon; Despina Kontos (CoRR, 2020)

GaNDLF: A Generally Nuanced Deep Learning Framework for Scalable End-to-End Clinical Workflows in Medical Imaging. - Sarthak Pati; Siddhesh P. Thakur; Megh Bhalerao; Ujjwal Baid; Caleb M. Grenko; Brandon Edwards; Micah J. Sheller; Jose Agraz; Bhakti Baheti; Vishnu Bashyam; Parth Sharma; Babak Haghighi; et al. (CoRR, 2021)

Deep-LIBRA: An artificial-intelligence method for robust quantification of breast density with independent validation in breast cancer risk assessment. - Omid Haji Maghsoudi; Aimilia Gastounioti; Christopher G. Scott; Lauren Pantalone; Fang-Fang Wu; Eric A. Cohen; Stacey J. Winham; Emily F. Conant; Celine M. Vachon; Despina Kontos (Medical Image Anal., 2021)

Performance Gaps of Artificial Intelligence Models Screening Mammography - Towards Fair and Interpretable Models. - Linglin Zhang; Beatrice Brown-Mulry; Vineela Nalla; InChan Hwang; Judy Wawira Gichoya; Aimilia Gastounioti; Imon Banerjee; Laleh Seyyed-Kalantari; Minjae Woo; Hari Trivedi (CoRR, 2023)

Assessment of volumetric dense tissue segmentation in tomosynthesis using deep virtual clinical trials. - Bruno Barufaldi; Jordy V. Gomes; Telmo de Menezes e Silva Filho; Thaís Gaudencio do Rêgo; Yuri Malheiros; Trevor Lewis Vent; Aimilia Gastounioti; Andrew D. A. Maidment (Pattern Recognit., 2024)