Aimilia Gastounioti

Also affiliated with Mallinckrodt (United States), Laboratoire d’Imagerie Biomédicale

Computer ScienceMedicine

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 2%percentile

2.4Author DataRank

Indexed papers

2in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Why this DataRank?

An author's DataRank is the sum of the DataRanks of all 2 indexed papers attributed to them. A prolific author with many moderate-impact papers can outrank one with a single high-impact paper.

Author scores recompute whenever paper DataRanks are refreshed, so this number lags the underlying paper scores by at most one batch run.

Read the full methodology →

The highest-impact dataset this researcher has shared, ranked by DataRank — the single contribution doing the most to lift their data-sharing standing.

Standardization in Quantitative Imaging: A Multicenter Comparison of Radiomic Features from Different Software Packages on Digital Reference Objects and Patient Data Sets

Tomography(2020)10.18383/j.tom.2019.00031

Top 9%

2.4DataRank

Top 9%75 citations

Sandy Napel, Arjun Jaggi, Sarah A. Mattonen, Lubomir M. Hadjiiski, Mark Muzi +24 more

Papers

Driven by 16 papers — median percentile 46. Top paper: “Standardization in Quantitative Imaging: A Multicenter Comparison of Radiomic Features from Different Software Packages on Digital Reference Objects and Patient Data Sets”.

Standardization in Quantitative Imaging: A Multicenter Comparison of Radiomic Features from Different Software Packages on Digital Reference Objects and Patient Data Sets

Tomography(2020)10.18383/j.tom.2019.00031

Top 9%

2.4DataRank

Top 9%75 citations

Sandy Napel, Arjun Jaggi, Sarah A. Mattonen, Lubomir M. Hadjiiski, Mark Muzi +24 more

GaNDLF: the generally nuanced deep learning framework for scalable end-to-end clinical workflows

Communications Engineering(2023)10.1038/s44172-023-00066-3

N/A

1.0DataRank · unranked

36 citations

Siddhesh Thakur, İbrahim Ethem Hamamcı, Ujjwal Baid, Bhakti Baheti, Megh Bhalerao +37 more

Multi-institutional noninvasive in vivo characterization of IDH, 1p/19q, and EGFRvIII in glioma using neuro-Cancer Imaging Phenomics Toolkit (neuro-CaPTk)

Neuro-Oncology Advances(2020)10.1093/noajnl/vdaa128

N/A

0DataRank · unranked

24 citations

Suyash Mohan, Spyridon Bakas, Chiharu Sako, Chaitra Badve, Sarthak Pati +16 more

The Cancer Imaging Phenomics Toolkit (CaPTk): Technical Overview

Lecture notes in computer science(2020)10.1007/978-3-030-46643-5_38

N/A

0DataRank · unranked

90 citations

Ashish Singh, Saima Rathore, Aimilia Gastounioti, Mark Bergman, Phuc Ngo +20 more

O-Net: An Overall Convolutional Network for Segmentation Tasks

Lecture notes in computer science(2020)10.1007/978-3-030-59861-7_21

N/A

0DataRank · unranked

4 citations

Aimilia Gastounioti, Lauren Pantalone, Christos Davatzikos, Spyridon Bakas, Despina Kontos +1 more

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

Medical Image Analysis(2021)10.1016/j.media.2021.102138

N/A

0DataRank · unranked

71 citations

Aimilia Gastounioti, Christopher G. Scott, Lauren Pantalone, Fang-Fang Wu, Eric A. Cohen +5 more

Fully Automated Volumetric Breast Density Estimation from Digital Breast Tomosynthesis

Radiology(2021)10.1148/radiol.2021210190

N/A

0DataRank · unranked

40 citations

Lauren Pantalone, Christopher G. Scott, Eric A. Cohen, Fang Wu, Stacey J. Winham +6 more

Functional 4-D clustering for characterizing intratumor heterogeneity in dynamic imaging: evaluation in FDG PET as a prognostic biomarker for breast cancer

European Journal of Nuclear Medicine and Molecular Imaging(2021)10.1007/s00259-021-05265-8

N/A

0DataRank · unranked

15 citations

Varsha Viswanath, Austin R. Pantel, Lanell M. Peterson, Aimilia Gastounioti, Eric A. Cohen +5 more

Incorporating Robustness to Imaging Physics into Radiomic Feature Selection for Breast Cancer Risk Estimation

Cancers(2021)10.3390/cancers13215497

N/A

0DataRank · unranked

7 citations

Eric A. Cohen, Omid Haji Maghsoudi, Aimilia Gastounioti, Lauren Pantalone, M. Ani Hsieh +8 more

Interactive Machine Learning-Based Multi-Label Segmentation of Solid Tumors and Organs

Applied Sciences(2021)10.3390/app11167488

N/A

0DataRank · unranked

6 citations

Ashish Singh, Spyridon Bakas, Sarthak Pati, Saima Rathore, Hamed Akbari +18 more

Artificial-intelligence-driven volumetric breast density estimation with digital breast tomosynthesis in a racially diverse screening cohort.

Journal of Clinical Oncology(2022)10.1200/jco.2022.40.16_suppl.e13538

N/A

0DataRank · unranked

1 citations

Walter C. Mankowski, Sarthak Pati, Spyridon Bakas, Ari D. Brooks, Celine M. Vachon +4 more

Examination of fully automated mammographic density measures using LIBRA and breast cancer risk in a cohort of 21,000 non-Hispanic white women

Breast Cancer Research(2023)10.1186/s13058-023-01685-6

N/A

0DataRank · unranked

10 citations

Stacey Alexeeff, Ninah Achacoso, Vignesh A. Arasu, Aimilia Gastounioti, Lawrence Gerstley +18 more

Radiologic imaging biomarkers in triple-negative breast cancer: a literature review about the role of artificial intelligence and the way forward

BJR|Artificial Intelligence(2024)10.1093/bjrai/ubae016

N/A

0DataRank · unranked

9 citations

Qi Xiao, José Marcio Luna, Emily Podany, Tabassum Ahmad, Foluso O. Ademuyiwa +4 more

Assessment of volumetric dense tissue segmentation in tomosynthesis using deep virtual clinical trials

Pattern Recognition(2024)10.1016/j.patcog.2024.110494

N/A

0DataRank · unranked

3 citations

Jordy Gomes, Telmo M. Silva Filho, Thaís G. do Rêgo, Yuri Malheiros, Trevor L. Vent +3 more

Associations of early-adulthood adiposity with breast parenchymal tissue complexity within premenopausal women

Breast Cancer Research(2025)10.1186/s13058-025-02144-0

Top 100%

0DataRank

Top 100%0 citations

Kayla R. Getz, Juanita Hernández-López, Debbie L. Bennett, Adetunji T. Toriola, Aimilia Gastounioti +1 more

Evaluation of LIBRA Software for Fully Automated Mammographic Density Assessment in Breast Cancer Risk Prediction

Radiology(2020)10.1148/radiol.2020192509

N/A

0DataRank · unranked

53 citations

Christine N. Damases, Christopher G. Scott, Kathleen R. Brandt, Matthew R. Jensen, Carrie B. Hruska +8 more

Aimilia Gastounioti

Indexed papers

Top data-sharing exemplar

Papers