Dr. Aimilia Gastounioti
Assistant Professor at Washington Univ School of Medicine
SPIE Involvement:
Conference Program Committee | Author
Area of Expertise:
breast cancer , computational imaging analytics , machine learning , precision medicine , big data , breast cancer risk
Profile Summary

Dr. Aimilia Gastounioti grew up in Athens, Greece. She received her Ph.D. in Engineering from the National Technical University of Athens in 2014, performed partly in collaboration with the Center for Visual Computing/INRIA GALEN Research Group at the Ecole Centrale de Paris. Subsequently, she worked as Postdoctoral Researcher and then as Research Associate in the Department of Radiology at the University of Pennsylvania. In 2021, she was appointed as Assistant Professor at Washington University School of Medicine, where she is developing a research program on translational biomedical imaging research, computational image analytics and artificial intelligence for breast cancer screening. She has co-authored more than 100 peer-reviewed journal articles and papers in premier scientific meetings. Among others, Aimilia has received research funding from the Susan G. Komen foundation for breast cancer and the Penn Institute for Translational Medicine and Therapeutics. Aimilia is also an Associate member of the American Association for Cancer Research (AACR).
Publications (14)

Proceedings Article | 3 April 2024 Presentation + Paper
Proceedings Volume 12927, 129270C (2024) https://doi.org/10.1117/12.3008648
KEYWORDS: Breast density, Mammography, Deep learning, Digital breast tomosynthesis, Education and training, Digital mammography, Image classification, Breast, Molybdenum, Medicine

Proceedings Article | 3 April 2024 Poster + Paper
Proceedings Volume 12927, 1292722 (2024) https://doi.org/10.1117/12.3008639
KEYWORDS: Breast, Mammography, Breast density, Adipose tissue, Breast cancer, Radiomics, Computational imaging, Principal component analysis

Proceedings Article | 13 July 2022 Paper
Aimilia Gastounioti, Mikael Eriksson, Eric Cohen, Walter Mankowski, Lauren Pantalone, Anne Marie McCarthy, Despina Kontos, Per Hall, Emily Conant
Proceedings Volume 12286, 1228617 (2022) https://doi.org/10.1117/12.2627140
KEYWORDS: Breast cancer, Artificial intelligence, Breast, Digital mammography, Machine learning

Proceedings Article | 22 May 2020 Paper
Omid Haji Maghsoudi, Aimilia Gastounioti, Lauren Pantalone, Emily Conant, Despina Kontos
Proceedings Volume 11513, 1151322 (2020) https://doi.org/10.1117/12.2564235
KEYWORDS: Image segmentation, Breast, Digital mammography, Breast cancer, Tissues, Convolutional neural networks, Radiology, Data modeling, Cancer, Algorithm development

Proceedings Article | 22 May 2020 Paper
Raymond Acciavatti, Eric Cohen, Omid Haji Maghsoudi, Aimilia Gastounioti, Lauren Pantalone, Meng-Kang Hsieh, Bruno Barufaldi, Predrag Bakic, Jinbo Chen, Emily Conant, Despina Kontos, Andrew D. Maidment
Proceedings Volume 11513, 1151309 (2020) https://doi.org/10.1117/12.2564363
KEYWORDS: Breast, Digital mammography, Mammography, Imaging systems, Wavelets, X-ray imaging, Feature extraction, Breast cancer

Showing 5 of 14 publications
Conference Committee Involvement (3)
Computer-Aided Diagnosis
16 February 2025 | San Diego, California, United States
Computer-Aided Diagnosis
19 February 2024 | San Diego, California, United States
Computer-Aided Diagnosis
20 February 2023 | San Diego, California, United States
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