Generalized ComBat harmonization methods for radiomic features with multi-modal distributions and multiple batch effects von Horng, Hannah, Singh, Apurva, Yousefi, Bardia, Cohen, Eric A., Haghighi, Babak, Katz, Sharyn, Noël, Peter B., Shinohara, Russell T., Kontos, Despina

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Artificial intelligence in mammographic phenotyping of breast cancer risk: a narrative review von Gastounioti, Aimilia, Desai, Shyam, Ahluwalia, Vinayak S, Conant, Emily F, Kontos, Despina

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Functional 4-D clustering for characterizing intratumor heterogeneity in dynamic imaging: evaluation in FDG PET as a prognostic biomarker for breast cancer von Chitalia, Rhea, Viswanath, Varsha, Pantel, Austin R., Peterson, Lanell M., Gastounioti, Aimilia, Cohen, Eric A., Muzi, Mark, Karp, Joel, Mankoff, David A., Kontos, Despina

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The promise of AI in personalized breast cancer screening: are we there yet? von Kontos, Despina

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Combining radiomic phenotypes of non-small cell lung cancer with liquid biopsy data may improve prediction of response to EGFR inhibitors von Yousefi, Bardia, LaRiviere, Michael J., Cohen, Eric A., Buckingham, Thomas H., Yee, Stephanie S., Black, Taylor A., Chien, Austin L., Noël, Peter, Hwang, Wei-Ting, Katz, Sharyn I., Aggarwal, Charu, Thompson, Jeffrey C., Carpenter, Erica L., Kontos, Despina

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Risk factors for breast cancer subtypes among Black women undergoing screening mammography von Friebel-Klingner, Tara M., Ehsan, Sarah, Conant, Emily F., Kontos, Despina, Domchek, Susan M., McCarthy, Anne Marie

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Racial Differences in Quantitative Measures of Area and Volumetric Breast Density von McCarthy, Anne Marie, Keller, Brad M, Pantalone, Lauren M, Hsieh, Meng-Kang, Synnestvedt, Marie, Conant, Emily F, Armstrong, Katrina, Kontos, Despina

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Prediction of Treatment Response to Neoadjuvant Chemotherapy for Breast Cancer via Early Changes in Tumor Heterogeneity Captured by DCE-MRI Registration von Jahani, Nariman, Cohen, Eric, Hsieh, Meng-Kang, Weinstein, Susan P., Pantalone, Lauren, Hylton, Nola, Newitt, David, Davatzikos, Christos, Kontos, Despina

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Improved generalized ComBat methods for harmonization of radiomic features von Horng, Hannah, Singh, Apurva, Yousefi, Bardia, Cohen, Eric A., Haghighi, Babak, Katz, Sharyn, Noël, Peter B., Kontos, Despina, Shinohara, Russell T.

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Relationship of established risk factors with breast cancer subtypes von McCarthy, Anne Marie, Friebel‐Klingner, Tara, Ehsan, Sarah, He, Wei, Welch, Michaela, Chen, Jinbo, Kontos, Despina, Domchek, Susan M., Conant, Emily F., Semine, Alan, Hughes, Kevin, Bardia, Aditya, Lehman, Constance, Armstrong, Katrina

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Estimation of breast percent density in raw and processed full field digital mammography images via adaptive fuzzy c-means clustering and support vector machine segmentation von Keller, Brad M., Nathan, Diane L., Wang, Yan, Zheng, Yuanjie, Gee, James C., Conant, Emily F., Kontos, Despina

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Multivariate testing and effect size measures for batch effect evaluation in radiomic features von Horng, Hannah, Scott, Christopher, Winham, Stacey, Jensen, Matthew, Pantalone, Lauren, Mankowski, Walter, Kerlikowske, Karla, Vachon, Celine M., Kontos, Despina, Shinohara, Russell T.

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Resampling and harmonization for mitigation of heterogeneity in image parameters of baseline scans von Singh, Apurva, Horng, Hannah, Chitalia, Rhea, Roshkovan, Leonid, Katz, Sharyn I., Noël, Peter, Shinohara, Russell T., Kontos, Despina

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Evaluation of LIBRA Software for Fully Automated Mammographic Density Assessment in Breast Cancer Risk Prediction von Gastounioti, Aimilia, Kasi, Christine Damases, Scott, Christopher G, Brandt, Kathleen R, Jensen, Matthew R, Hruska, Carrie B, Wu, Fang F, Norman, Aaron D, Conant, Emily F, Winham, Stacey J, Kerlikowske, Karla, Kontos, Despina, Vachon, Celine M

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Association of breast cancer with MRI background parenchymal enhancement: the IMAGINE case-control study von Watt, Gordon P, Sung, Janice, Morris, Elizabeth A, Buys, Saundra S, Bradbury, Angela R, Brooks, Jennifer D, Conant, Emily F, Weinstein, Susan P, Kontos, Despina, Woods, Meghan, Colonna, Sarah V, Liang, Xiaolin, Stein, Matthew A, Pike, Malcolm C, Bernstein, Jonine L

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Examination of fully automated mammographic density measures using LIBRA and breast cancer risk in a cohort of 21,000 non-Hispanic white women von Habel, Laurel A, Alexeeff, Stacey E, Achacoso, Ninah, Arasu, Vignesh A, Gastounioti, Aimilia, Gerstley, Lawrence, Klein, Robert J, Liang, Rhea Y, Lipson, Jafi A, Mankowski, Walter, Margolies, Laurie R, Rothstein, Joseph H, Rubin, Daniel L, Shen, Li, Sistig, Adriana, Song, Xiaoyu, Villaseñor, Marvella A, Westley, Mark, Whittemore, Alice S, Yaffe, Martin J, Wang, Pei, Kontos, Despina, Sieh, Weiva

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Effect of testosterone therapy on breast tissue composition and mammographic breast density in trans masculine individuals von Heng, Yujing J, Baker, Gabrielle M, Fein-Zachary, Valerie J, Guzman-Arocho, Yaileen D, Bret-Mounet, Vanessa C, Massicott, Erica S, Torous, Vanda F, Schnitt, Stuart J, Gitin, Sy, Russo, Paul, Tobias, Adam M, Bartlett, Richard A, Varma, Gopal, Kontos, Despina, Yaghjyan, Lusine, Irwig, Michael S, Potter, Jennifer E, Wulf, Gerburg M

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Development of a robust radiomic biomarker of progression-free survival in advanced non-small cell lung cancer patients treated with first-line immunotherapy von 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

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Correction to: Functional 4-D clustering for characterizing intratumor heterogeneity in dynamic imaging: evaluation in FDG PET as a prognostic biomarker for breast cancer von Chitalia, Rhea, Viswanath, Varsha, Pantel, Austin R., Peterson, Lanell M., Gastounioti, Aimilia, Cohen, Eric A., Muzi, Mark, Karp, Joel, Mankoff, David A., Kontos, Despina

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Radiomic phenotyping of the lung parenchyma in a lung cancer screening cohort von 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, Eduardo Mortani, Kontos, Despina

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