Racial Differences in Quantitative Measures of Area and Volumetric Breast Density
McCarthy, Anne Marie, Keller, Brad M, Pantalone, Lauren M, Hsieh, Meng-Kang, Synnestvedt, Marie, Conant, Emily F, Armstrong, Katrina, Kontos, Despina
Published in JNCI : Journal of the National Cancer Institute (01.10.2016)
Published in JNCI : Journal of the National Cancer Institute (01.10.2016)
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Journal Article
Prediction of Treatment Response to Neoadjuvant Chemotherapy for Breast Cancer via Early Changes in Tumor Heterogeneity Captured by DCE-MRI Registration
Jahani, Nariman, Cohen, Eric, Hsieh, Meng-Kang, Weinstein, Susan P, Pantalone, Lauren, Hylton, Nola, Newitt, David, Davatzikos, Christos, Kontos, Despina
Published in Scientific reports (20.08.2019)
Published in Scientific reports (20.08.2019)
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Journal Article
Multivariate testing and effect size measures for batch effect evaluation in radiomic features
Horng, Hannah, Scott, Christopher, Winham, Stacey, Jensen, Matthew, Pantalone, Lauren, Mankowski, Walter, Kerlikowske, Karla, Vachon, Celine M, Kontos, Despina, Shinohara, Russell T
Published in Scientific reports (17.06.2024)
Published in Scientific reports (17.06.2024)
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Journal Article
Development of a robust radiomic biomarker of progression-free survival in advanced non-small cell lung cancer patients treated with first-line immunotherapy
Singh, Apurva, Horng, Hannah, Roshkovan, Leonid, Weeks, Joanna K, Hershman, Michelle, Noël, Peter, Luna, José Marcio, Cohen, Eric A, Pantalone, Lauren, Shinohara, Russell T, Bauml, Joshua M, Thompson, Jeffrey C, Aggarwal, Charu, Carpenter, Erica L, Katz, Sharyn I, Kontos, Despina
Published in Scientific reports (15.06.2022)
Published in Scientific reports (15.06.2022)
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Journal Article
Radiomic phenotyping of the lung parenchyma in a lung cancer screening cohort
Haghighi, Babak, Horng, Hannah, Noël, Peter B, Cohen, Eric A, Pantalone, Lauren, Vachani, Anil, Rendle, Katharine A, Wainwright, Jocelyn, Saia, Chelsea, Shinohara, Russel T, Barbosa, Jr, Eduardo Mortani, Kontos, Despina
Published in Scientific reports (04.02.2023)
Published in Scientific reports (04.02.2023)
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Journal Article
Impact of deformable registration methods for prediction of recurrence free survival response to neoadjuvant chemotherapy in breast cancer: Results from the ISPY 1/ACRIN 6657 trial
Thakran, Snekha, Cohen, Eric, Jahani, Nariman, Weinstein, Susan P., Pantalone, Lauren, Hylton, Nola, Newitt, David, DeMichele, Angela, Davatzikos, Christos, Kontos, Despina
Published in Translational oncology (01.06.2022)
Published in Translational oncology (01.06.2022)
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Journal Article
External Validation of a Mammography-Derived AI-Based Risk Model in a U.S. Breast Cancer Screening Cohort of White and Black Women
Gastounioti, Aimilia, Eriksson, Mikael, Cohen, Eric A, Mankowski, Walter, Pantalone, Lauren, Ehsan, Sarah, McCarthy, Anne Marie, Kontos, Despina, Hall, Per, Conant, Emily F
Published in Cancers (30.09.2022)
Published in Cancers (30.09.2022)
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Journal Article
Incorporating Robustness to Imaging Physics into Radiomic Feature Selection for Breast Cancer Risk Estimation
Acciavatti, Raymond J, Cohen, Eric A, Maghsoudi, Omid Haji, Gastounioti, Aimilia, Pantalone, Lauren, Hsieh, Meng-Kang, Conant, Emily F, Scott, Christopher G, Winham, Stacey J, Kerlikowske, Karla, Vachon, Celine, Maidment, Andrew D A, Kontos, Despina
Published in Cancers (01.11.2021)
Published in Cancers (01.11.2021)
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Journal Article
Effect of Mammographic Screening Modality on Breast Density Assessment: Digital Mammography versus Digital Breast Tomosynthesis
Gastounioti, Aimilia, McCarthy, Anne Marie, Pantalone, Lauren, Synnestvedt, Marie, Kontos, Despina, Conant, Emily F
Published in Radiology (01.05.2019)
Published in Radiology (01.05.2019)
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Journal Article
Imaging Phenotypes of Breast Cancer Heterogeneity in Preoperative Breast Dynamic Contrast Enhanced Magnetic Resonance Imaging (DCE-MRI) Scans Predict 10-Year Recurrence
Chitalia, Rhea D, Rowland, Jennifer, McDonald, Elizabeth S, Pantalone, Lauren, Cohen, Eric A, Gastounioti, Aimilia, Feldman, Michael, Schnall, Mitchell, Conant, Emily, Kontos, Despina
Published in Clinical cancer research (15.02.2020)
Published in Clinical cancer research (15.02.2020)
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Journal Article
Deep-LIBRA: An artificial-intelligence method for robust quantification of breast density with independent validation in breast cancer risk assessment
Haji Maghsoudi, Omid, Gastounioti, Aimilia, Scott, Christopher, Pantalone, Lauren, Wu, Fang-Fang, Cohen, Eric A., Winham, Stacey, Conant, Emily F., Vachon, Celine, Kontos, Despina
Published in Medical image analysis (01.10.2021)
Published in Medical image analysis (01.10.2021)
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Journal Article
Three-Dimensional Whole Breast Segmentation in Sagittal and Axial Breast MRI With Dense Depth Field Modeling and Localized Self-Adaptation for Chest-Wall Line Detection
Wei, Dong, Weinstein, Susan, Hsieh, Meng-Kang, Pantalone, Lauren, Kontos, Despina
Published in IEEE transactions on biomedical engineering (01.06.2019)
Published in IEEE transactions on biomedical engineering (01.06.2019)
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Journal Article
Radiomic Phenotypes of Mammographic Parenchymal Complexity: Toward Augmenting Breast Density in Breast Cancer Risk Assessment
Kontos, Despina, Winham, Stacey J, Oustimov, Andrew, Pantalone, Lauren, Hsieh, Meng-Kang, Gastounioti, Aimilia, Whaley, Dana H, Hruska, Carrie B, Kerlikowske, Karla, Brandt, Kathleen, Conant, Emily F, Vachon, Celine M
Published in Radiology (01.01.2019)
Published in Radiology (01.01.2019)
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Journal Article
Abstract 2804: Impact of deformable registration methods for prediction of treatment response to neo-adjuvant chemotherapy in breast cancer
Thakran, Snekha, Cohen, Eric, Jahani, Nariman, Weinstein, Susan P., Pantalone, Lauren, Hylton, Nola, Newitt, David, Davatzikos, Christos, Kontos, Despina
Published in Cancer research (Chicago, Ill.) (01.07.2021)
Published in Cancer research (Chicago, Ill.) (01.07.2021)
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Journal Article
Evaluating the association between radiomic features on breast MRI and dormant tumor cell presence in the SURMOUNT trial
Slavkova, Kalina Polet, McDonald, Elizabeth S., Cohen, Eric A., Pantalone, Lauren, Bayne, Lauren, Nivar, Isoris, Sanchez, Pauleen, Mankowski, Walter C., Brown, Melanie, Clark, Amy Sanders, Rohn, Killian, Chodosh, Lewis A., Kontos, Despina, DeMichele, Angela
Published in Journal of clinical oncology (01.06.2024)
Published in Journal of clinical oncology (01.06.2024)
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Journal Article
Using Convolutional Neural Networks for Enhanced Capture of Breast Parenchymal Complexity Patterns Associated with Breast Cancer Risk
Gastounioti, Aimilia, Oustimov, Andrew, Hsieh, Meng-Kang, Pantalone, Lauren, Conant, Emily F, Kontos, Despina
Published in Academic radiology (01.08.2018)
Published in Academic radiology (01.08.2018)
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Journal Article
Fully automatic quantification of fibroglandular tissue and background parenchymal enhancement with accurate implementation for axial and sagittal breast MRI protocols
Wei, Dong, Jahani, Nariman, Cohen, Eric, Weinstein, Susan, Hsieh, Meng-Kang, Pantalone, Lauren, Kontos, Despina
Published in Medical physics (Lancaster) (01.01.2021)
Published in Medical physics (Lancaster) (01.01.2021)
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Journal Article
Fully Automated Volumetric Breast Density Estimation from Digital Breast Tomosynthesis
Gastounioti, Aimilia, Pantalone, Lauren, Scott, Christopher G, Cohen, Eric A, Wu, Fang F, Winham, Stacey J, Jensen, Matthew R, Maidment, Andrew D A, Vachon, Celine M, Conant, Emily F, Kontos, Despina
Published in Radiology (01.12.2021)
Published in Radiology (01.12.2021)
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Journal Article
Abstract P022: Quantitative measures of breast density and breast cancer risk prediction among black women in a screening population
Mahmoud, Mattia A., McCarthy, Anne Marie, Kontos, Despina, Conant, Emily, Chen, Jinbo, Ehsan, Sarah, Pantalone, Lauren, Mankowski, Walter
Published in Cancer prevention research (Philadelphia, Pa.) (01.01.2023)
Published in Cancer prevention research (Philadelphia, Pa.) (01.01.2023)
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