Research output per year
Research output per year
- 33 results
Search results
-
2024
Assessment of volumetric dense tissue segmentation in tomosynthesis using deep virtual clinical trials
Barufaldi, B., Gomes, J. V., Silva Filho, T. M., do Rêgo, T. G., Malheiros, Y., Vent, T. L., Gastounioti, A. & Maidment, A. D. A., Sep 2024, In: Pattern Recognition. 153, 110494.Research output: Contribution to journal › Article › peer-review
-
2023
Changes in mammographic density and risk of breast cancer among a diverse cohort of women undergoing mammography screening
Gastounioti, A., Cohen, E. A., Pantalone, L., Ehsan, S., Vasudevan, S., Kurudi, A., Conant, E. F., Chen, J., Kontos, D. & McCarthy, A. M., Apr 2023, In: Breast Cancer Research and Treatment. 198, 3, p. 535-544 10 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Examination of fully automated mammographic density measures using LIBRA and breast cancer risk in a cohort of 21,000 non-Hispanic white women
Habel, L. A., Alexeeff, S. E., Achacoso, N., Arasu, V. A., Gastounioti, A., Gerstley, L., Klein, R. J., Liang, R. Y., Lipson, J. A., Mankowski, W., Margolies, L. R., Rothstein, J. H., Rubin, D. L., Shen, L., Sistig, A., Song, X., Villaseñor, M. A., Westley, M., Whittemore, A. S. & Yaffe, M. J. & 3 others, , Dec 2023, In: Breast Cancer Research. 25, 1, 92.Research output: Contribution to journal › Article › peer-review
Open Access3 Scopus citations -
Genome-Wide Association Study of Breast Density among Women of African Ancestry
Verma, S. S., Guare, L., Ehsan, S., Gastounioti, A., Scales, G., Ritchie, M. D., Kontos, D. & McCarthy, A. M., May 2023, In: Cancers. 15, 10, 2776.Research output: Contribution to journal › Article › peer-review
Open Access -
Impact of multi-source data augmentation on performance of convolutional neural networks for abnormality classification in mammography
Hwang, I. C., Trivedi, H., Brown-Mulry, B., Zhang, L., Nalla, V., Gastounioti, A., Gichoya, J., Seyyed-Kalantari, L., Banerjee, I. & Woo, M. J., 2023, In: Frontiers in Radiology. 3, 1181190.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
2022
External Validation of a Mammography-Derived AI-Based Risk Model in a U.S. Breast Cancer Screening Cohort of White and Black Women
Gastounioti, A., Eriksson, M., Cohen, E. A., Mankowski, W., Pantalone, L., Ehsan, S., McCarthy, A. M., Kontos, D., Hall, P. & Conant, E. F., Oct 2022, In: Cancers. 14, 19, 4803.Research output: Contribution to journal › Article › peer-review
Open Access4 Scopus citations -
2021
Deep-LIBRA: An artificial-intelligence method for robust quantification of breast density with independent validation in breast cancer risk assessment
Haji Maghsoudi, O., Gastounioti, A., Scott, C., Pantalone, L., Wu, F. F., Cohen, E. A., Winham, S., Conant, E. F., Vachon, C. & Kontos, D., Oct 2021, In: Medical Image Analysis. 73, 102138.Research output: Contribution to journal › Article › peer-review
Open Access33 Scopus citations -
Fully automated volumetric breast density estimation from digital breast tomosynthesis
Gastounioti, A., Pantalone, L., Scott, C. G., Cohen, E. A., Wu, F. F., Winham, S. J., Jensen, M. R., Maidment, A. D. A., Vachon, C. M., Conant, E. F. & Kontos, D., Dec 2021, In: Radiology. 301, 3, p. 561-568 8 p.Research output: Contribution to journal › Article › peer-review
24 Scopus citations -
Functional 4-D clustering for characterizing intratumor heterogeneity in dynamic imaging: evaluation in FDG PET as a prognostic biomarker for breast cancer
Chitalia, R., Viswanath, V., Pantel, A. R., Peterson, L. M., Gastounioti, A., Cohen, E. A., Muzi, M., Karp, J., Mankoff, D. A. & Kontos, D., Nov 2021, In: European Journal of Nuclear Medicine and Molecular Imaging. 48, 12, p. 3990-4001 12 p.Research output: Contribution to journal › Article › peer-review
Open Access8 Scopus citations -
Incorporating robustness to imaging physics into radiomic feature selection for breast cancer risk estimation
Acciavatti, R. J., Cohen, E. A., Maghsoudi, O. H., Gastounioti, A., Pantalone, L., Hsieh, M. K., Conant, E. F., Scott, C. G., Winham, S. J., Kerlikowske, K., Vachon, C., Maidment, A. D. A. & Kontos, D., Nov 1 2021, In: Cancers. 13, 21, 5497.Research output: Contribution to journal › Article › peer-review
Open Access4 Scopus citations -
Interactive machine learning-based multi-label segmentation of solid tumors and organs
Bounias, D., Singh, A., Bakas, S., Pati, S., Rathore, S., Akbari, H., Bilello, M., Greenberger, B. A., Lombardo, J., Chitalia, R. D., Jahani, N., Gastounioti, A., Hershman, M., Roshkovan, L., Katz, S. I., Yousefi, B., Lou, C., Simpson, A. L., Do, R. K. G. & Shinohara, R. T. & 3 others, , Aug 2 2021, In: Applied Sciences (Switzerland). 11, 16, 7488.Research output: Contribution to journal › Article › peer-review
Open Access5 Scopus citations -
2020
Evaluation of LIBRA software for fully automated mammographic density assessment in breast cancer risk prediction
Gastounioti, A., Kasi, C. D., Scott, C. G., Brandt, K. R., Jensen, M. R., Hruska, C. B., Wu, F. F., Norman, A. D., Conant, E. F., Winham, S. J., Kerlikowske, K., Kontos, D. & Vachon, C. M., Jul 2020, In: Radiology. 296, 1, p. 24-31 8 p.Research output: Contribution to journal › Article › peer-review
23 Scopus citations -
Imaging phenotypes of breast cancer heterogeneity in preoperative breast dynamic contrast enhanced magnetic resonance imaging (DCE-MRI) scans predict 10-year recurrence
Chitalia, R. D., Rowland, J., McDonald, E. S., Pantalone, L., Cohen, E. A., Gastounioti, A., Feldman, M., Schnall, M., Conant, E. & Kontos, D., Feb 15 2020, In: Clinical Cancer Research. 26, 4, p. 862-869 8 p.Research output: Contribution to journal › Article › peer-review
Open Access49 Scopus citations -
Motion synchronisation patterns of the carotid atheromatous plaque from B-mode ultrasound
Golemati, S., Patelaki, E., Gastounioti, A., Andreadis, I., Liapis, C. D. & Nikita, K. S., Dec 1 2020, In: Scientific reports. 10, 1, 11221.Research output: Contribution to journal › Article › peer-review
Open Access12 Scopus citations -
Multi-institutional noninvasive in vivo characterization of IDH, 1p/19q, and EGFRvIII in glioma using neuro-Cancer Imaging Phenomics Toolkit (neuro-CaPTk)
Rathore, S., Mohan, S., Bakas, S., Sako, C., Badve, C., Pati, S., Singh, A., Bounias, D., Ngo, P., Akbari, H., Gastounioti, A., Bergman, M., Bilello, M., Shinohara, R. T., Yushkevich, P., O'Rourke, D. M., Sloan, A. E., Kontos, D., Nasrallah, M. P. & Barnholtz-Sloan, J. S. & 1 others, , Dec 1 2020, In: Neuro-Oncology Advances. 2, p. IV22-IV34Research output: Contribution to journal › Article › peer-review
Open Access15 Scopus citations -
Standardization in quantitative imaging: A multicenter comparison of radiomic features from different software packages on digital reference objects and patient data sets
McNitt-Gray, M., Napel, S., Jaggi, A., Mattonen, S. A., Hadjiiski, L., Muzi, M., Goldgof, D., Balagurunathan, Y., Pierce, L. A., Kinahan, P. E., Jones, E. F., Nguyen, A., Virkud, A., Chan, H. P., Emaminejad, N., Wahi-Anwar, M., Daly, M., Abdalah, M., Yang, H. & Lu, L. & 9 others, , Jun 2020, In: Tomography (Ann Arbor, Mich.). 6, 2, p. 118-128 11 p.Research output: Contribution to journal › Article › peer-review
Open Access60 Scopus citations -
2019
Effect of mammographic screening modality on breast density assessment: Digital mammography versus digital breast tomosynthesis
Gastounioti, A., McCarthy, A. M., Pantalone, L., Synnestvedt, M., Kontos, D. & Conant, E. F., May 2019, In: Radiology. 291, 2, p. 320-327 8 p.Research output: Contribution to journal › Article › peer-review
31 Scopus citations -
Precision diagnostics based on machine learning-derived imaging signatures
Davatzikos, C., Sotiras, A., Fan, Y., Habes, M., Erus, G., Rathore, S., Bakas, S., Chitalia, R., Gastounioti, A. & Kontos, D., Dec 2019, In: Magnetic Resonance Imaging. 64, p. 49-61 13 p.Research output: Contribution to journal › Article › peer-review
Open Access31 Scopus citations -
Radiomic phenotypes of mammographic parenchymal complexity: Toward augmenting breast density in breast cancer risk assessment
Kontos, D., Winham, S. J., Oustimov, A., Pantalone, L., Hsieh, M. K., Gastounioti, A., Whaley, D. H., Hruska, C. B., Kerlikowske, K., Brandt, K., Conant, E. F. & Vachon, C. M., Jan 2019, In: Radiology. 290, 1, p. 41-49 9 p.Research output: Contribution to journal › Article › peer-review
Open Access61 Scopus citations -
2018
Cancer imaging phenomics toolkit: Quantitative imaging analytics for precision diagnostics and predictive modeling of clinical outcome
Davatzikos, C., Rathore, S., Bakas, S., Pati, S., Bergman, M., Kalarot, R., Sridharan, P., Gastounioti, A., Jahani, N., Cohen, E., Akbari, H., Tunc, B., Doshi, J., Parker, D., Hsieh, M., Sotiras, A., Li, H., Ou, Y., Doot, R. K. & Bilello, M. & 5 others, , Jan 1 2018, In: Journal of Medical Imaging. 5, 1, 011018.Research output: Contribution to journal › Article › peer-review
Open Access140 Scopus citations -
Incorporating Breast Anatomy in Computational Phenotyping of Mammographic Parenchymal Patterns for Breast Cancer Risk Estimation
Gastounioti, A., Hsieh, M. K., Cohen, E., Pantalone, L., Conant, E. F. & Kontos, D., Dec 1 2018, In: Scientific reports. 8, 1, 17489.Research output: Contribution to journal › Article › peer-review
Open Access10 Scopus citations -
Using Convolutional Neural Networks for Enhanced Capture of Breast Parenchymal Complexity Patterns Associated with Breast Cancer Risk
Gastounioti, A., Oustimov, A., Hsieh, M. K., Pantalone, L., Conant, E. F. & Kontos, D., Aug 2018, In: Academic radiology. 25, 8, p. 977-984 8 p.Research output: Contribution to journal › Article › peer-review
Open Access27 Scopus citations -
2017
Agreement between Breast Percentage Density estimations from standard-Dose versus synthetic Digital Mammograms: Results from a Large Screening Cohort Using Automated Measures
Conant, E. F., Keller, B. M., Pantalone, L., Gastounioti, A., McDonald, E. S. & Kontos, D., Jun 2017, In: Radiology. 283, 3, p. 673-680 8 p.Research output: Contribution to journal › Article › peer-review
Open Access18 Scopus citations -
2016
Breast parenchymal patterns in processed versus raw digital mammograms: A large population study toward assessing differences in quantitative measures across image representations
Gastounioti, A., Oustimov, A., Keller, B. M., Pantalone, L., Hsieh, M. K., Conant, E. F. & Kontos, D., Nov 1 2016, In: Medical physics. 43, 11, p. 5862-5877 16 p.Research output: Contribution to journal › Article › peer-review
27 Scopus citations -
Ultrasound-image-based cardiovascular tissue motion estimation
Golemati, S., Gastounioti, A. & Nikita, K. S., 2016, In: IEEE Reviews in Biomedical Engineering. 9, p. 208-218 11 p., 7458860.Research output: Contribution to journal › Article › peer-review
20 Scopus citations -
2015
A novel computerized tool to stratify risk in carotid atherosclerosis using kinematic features of the arterial wall
Gastounioti, A., Makrodimitris, S., Golemati, S., Kadoglou, N. P. E., Liapis, C. D. & Nikita, K. S., May 1 2015, In: IEEE Journal of Biomedical and Health Informatics. 19, 3, p. 1137-1145 9 p., 6827920.Research output: Contribution to journal › Article › peer-review
Open Access30 Scopus citations -
Galectin-3, carotid plaque vulnerability, and potential effects of statin therapy
Kadoglou, N. P. E., Sfyroeras, G. S., Spathis, A., Gkekas, C., Gastounioti, A., Mantas, G., Nikita, K. S., Karakitsos, P. & Liapis, C. D., Jan 1 2015, In: European Journal of Vascular and Endovascular Surgery. 49, 1, p. 4-9 6 p.Research output: Contribution to journal › Article › peer-review
Open Access39 Scopus citations -
2014
CAROTID - A web-based platform for optimal personalized management of atherosclerotic patients
Gastounioti, A., Kolias, V., Golemati, S., Tsiaparas, N. N., Matsakou, A., Stoitsis, J. S., Kadoglou, N. P. E., Gkekas, C., Kakisis, J. D., Liapis, C. D., Karakitsos, P., Sarafis, I., Angelidis, P. & Nikita, K. S., Apr 2014, In: Computer Methods and Programs in Biomedicine. 114, 2, p. 183-193 11 p.Research output: Contribution to journal › Article › peer-review
18 Scopus citations -
The relationship of novel adipokines, RBP4 and omentin-1, with carotid atherosclerosis severity and vulnerability
Kadoglou, N. P. E., Lambadiari, V., Gastounioti, A., Gkekas, C., Giannakopoulos, T. G., Koulia, K., Maratou, E., Alepaki, M., Kakisis, J., Karakitsos, P., Nikita, K. S., Dimitriadis, G. & Liapis, C. D., Aug 1 2014, In: Atherosclerosis. 235, 2, p. 606-612 7 p.Research output: Contribution to journal › Article › peer-review
53 Scopus citations -
2013
Carotid artery wall motion analysis from B-mode ultrasound using adaptive block matching: In silico evaluation and in vivo application
Gastounioti, A., Golemati, S., Stoitsis, J. S. & Nikita, K. S., Dec 21 2013, In: Physics in medicine and biology. 58, 24, p. 8647-8661 15 p.Research output: Contribution to journal › Article › peer-review
38 Scopus citations -
Toward novel noninvasive and low-cost markers for predicting strokes in asymptomatic carotid atherosclerosis: The role of ultrasound image analysis
Golemati, S., Gastounioti, A. & Nikita, K. S., 2013, In: IEEE Transactions on Biomedical Engineering. 60, 3, p. 652-658 7 p.Research output: Contribution to journal › Article › peer-review
49 Scopus citations -
2012
Comparison of block matching and differential methods for motion analysis of the carotid artery wall from ultrasound images
Golemati, S., Stoitsis, J. S., Gastounioti, A., Dimopoulos, A. C., Koropouli, V. & Nikita, K. S., 2012, In: IEEE Transactions on Information Technology in Biomedicine. 16, 5, p. 852-858 7 p., 6178798.Research output: Contribution to journal › Article › peer-review
59 Scopus citations -
2011
Comparison of Kalman-filter-based approaches for block matching in arterial wall motion analysis from B-mode ultrasound
Gastounioti, A., Golemati, S., Stoitsis, J. & Nikita, K. S., Nov 2011, In: Measurement Science and Technology. 22, 11, 114008.Research output: Contribution to journal › Article › peer-review
41 Scopus citations