Aimilia Gastounioti

发表

Multiscale motion analysis of the carotid artery wall from B-mode ultrasound: Investigating the optimal wavelet parameterization

Konstantina S. Nikita, Nikolaos N. Tsiaparas, Aimilia Gastounioti, 2013, 13th IEEE International Conference on BioInformatics and BioEngineering.

CAROTID - A web-based platform for optimal personalized management of atherosclerotic patients

Konstantina S. Nikita, Nikolaos N. Tsiaparas, Aimilia Gastounioti, 2014, Comput. Methods Programs Biomed..

Ultrasound-Image-Based Cardiovascular Tissue Motion Estimation

Konstantina S. Nikita, Aimilia Gastounioti, Spyretta Golemati, 2016, IEEE Reviews in Biomedical Engineering.

Automatic breast segmentation in digital mammography using a convolutional neural network

Aimilia Gastounioti, Despina Kontos, Omid Haji Maghsoudi, 2020, Other Conferences.

Deep-LIBRA: Artificial intelligence method for robust quantification of breast density with independent validation in breast cancer risk assessment pdf

Emily F. Conant, Aimilia Gastounioti, Despina Kontos, 2020, ArXiv.

Graph-Based Motion-Driven Segmentation of the Carotid Atherosclerotique Plaque in 2D Ultrasound Sequences

Konstantina S. Nikita, Nikos Paragios, Aristeidis Sotiras, 2015, MICCAI.

Bilateral asymmetry in ultrasound-image-based mechanical and textural features in subjects with asymptomatic carotid artery disease

Konstantina S. Nikita, Nikolaos N. Tsiaparas, Aimilia Gastounioti, 2014, IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI).

Calculation of radiomic features to validate the textural realism of physical anthropomorphic phantoms for digital mammography

Andrew D. A. Maidment, Predrag R. Bakic, Bruno Barufaldi, 2020, Other Conferences.

O-Net: An Overall Convolutional Network for Segmentation Tasks

Christos Davatzikos, Spyridon Bakas, Aimilia Gastounioti, 2020, MLMI@MICCAI.

Cancer imaging phenomics toolkit: quantitative imaging analytics for precision diagnostics and predictive modeling of clinical outcome

Christos Davatzikos, Ragini Verma, Spyridon Bakas, 2018, Journal of medical imaging.

Associations between mammographic phenotypes and histopathologic features in ductal carcinoma in situ

Emily F. Conant, Aimilia Gastounioti, Despina Kontos, 2019, Medical Imaging.

Convolutional neural network approach for enhanced capture of breast parenchymal complexity patterns associated with breast cancer risk

Emily F. Conant, Aimilia Gastounioti, Despina Kontos, 2017, Medical Imaging.

A Novel Computerized Tool to Stratify Risk in Carotid Atherosclerosis Using Kinematic Features of the Arterial Wall

Konstantina S. Nikita, Stavros Makrodimitris, Aimilia Gastounioti, 2015, IEEE Journal of Biomedical and Health Informatics.

Using Convolutional Neural Networks for Enhanced Capture of Breast Parenchymal Complexity Patterns Associated with Breast Cancer Risk.

Aimilia Gastounioti, Despina Kontos, Meng-Kang Hsieh, 2018, Academic radiology.

Volumetric versus area-based density assessment: comparisons using automated quantitative measurements from a large screening cohort

Emily F. Conant, Aimilia Gastounioti, Despina Kontos, 2018, Medical Imaging.

Validation of the textural realism of a 3D anthropomorphic phantom for digital breast tomosynthesis

Yifan Hu, Andrew D. A. Maidment, Jinbo Chen, 2018, Other Conferences.

Precision diagnostics based on machine learning-derived imaging signatures.

Christos Davatzikos, Spyridon Bakas, Mohamad Habes, 2019, Magnetic resonance imaging.

Preliminary evaluation of a fully automated quantitative framework for characterizing general breast tissue histology via color histogram and color texture analysis

Michael D. Feldman, Aimilia Gastounioti, Despina Kontos, 2016, SPIE Medical Imaging.

Using ultrasound image analysis to evaluate the role of elastography imaging in the diagnosis of carotid atherosclerosis

Konstantina S. Nikita, Aimilia Gastounioti, Spyretta Golemati, 2015, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Comparison of Block Matching and Differential Methods for Motion Analysis of the Carotid Artery Wall From Ultrasound Images

Konstantina S. Nikita, Aimilia Gastounioti, Spyretta Golemati, 2012, IEEE Transactions on Information Technology in Biomedicine.

Toward Novel Noninvasive and Low-Cost Markers for Predicting Strokes in Asymptomatic Carotid Atherosclerosis: The Role of Ultrasound Image Analysis

Konstantina S. Nikita, Aimilia Gastounioti, Spyretta Golemati, 2013, IEEE Transactions on Biomedical Engineering.

Robust radiomic feature selection in digital mammography: understanding the effect of imaging acquisition physics using phantom and clinical data analysis

Andrew D. A. Maidment, Emily F. Conant, Karla Kerlikowske, 2020, Medical Imaging.

Parenchymal texture measures weighted by breast anatomy: preliminary optimization in a case-control study

Emily F. Conant, Aimilia Gastounioti, Despina Kontos, 2016, SPIE Medical Imaging.

Affine optical flow combined with multiscale image analysis for motion estimation of the arterial wall from B-mode ultrasound

Konstantina S. Nikita, Nikolaos N. Tsiaparas, Aimilia Gastounioti, 2011, 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

The Cancer Imaging Phenomics Toolkit (CaPTk): Technical Overview

Christos Davatzikos, Russell T. Shinohara, Spyridon Bakas, 2019, BrainLes@MICCAI.

Mammographic phenotypes of breast cancer risk driven by breast anatomy

Emily F. Conant, Aimilia Gastounioti, Despina Kontos, 2017, Medical Imaging.

Deep-LIBRA: Artificial intelligence method for robust quantification of breast density with independent validation in breast cancer risk assessment

Emily F. Conant, Aimilia Gastounioti, Despina Kontos, 2020, Medical Image Anal..

GaNDLF: A Generally Nuanced Deep Learning Framework for Scalable End-to-End Clinical Workflows in Medical Imaging pdf

Christos Davatzikos, Spyridon Bakas, Ujjwal Baid, 2021, Communications Engineering.

Multiscale approach for weighted least-squares optical flow for estimating arterial wall displacements

Konstantina S. Nikita, Nikolaos N. Tsiaparas, Aimilia Gastounioti, 2011, 2011 10th International Workshop on Biomedical Engineering.

Breast parenchymal patterns in processed versus raw digital mammograms: A large population study toward assessing differences in quantitative measures across image representations.

Aimilia Gastounioti, Despina Kontos, Meng-Kang Hsieh, 2016, Medical physics.

Comparison of Kalman-filter-based approaches for block matching in arterial wall motion analysis from B-mode ultrasound

Konstantina S. Nikita, Aimilia Gastounioti, Spyretta Golemati, 2011 .