Lauren Pantalone

TitleAdjunct Faculty
InstitutionPhiladelphia University
DepartmentUndergraduate Programs
Address3243 School House Lane
Philadelphia PA 19144
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    Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Faculty can login to make corrections and additions.
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    PMC Citations indicate the number of times the publication was cited by articles in PubMed Central, and the Altmetric score represents citations in news articles and social media. (Note that publications are often cited in additional ways that are not shown here.) Fields are based on how the National Library of Medicine (NLM) classifies the publication's journal and might not represent the specific topic of the publication. Translation tags are based on the publication type and the MeSH terms NLM assigns to the publication. Some publications (especially newer ones and publications not in PubMed) might not yet be assigned Field or Translation tags.) Click a Field or Translation tag to filter the publications.
    1. Mahmoud MA, Ehsan S, Pantalone L, Mankowski W, Conant EF, Kontos D, Chen J, McCarthy AM. Breast density quantitative measures and breast cancer risk among screened Black women. JNCI Cancer Spectr. 2023 07 03; 7(4). PMID: 37289565.
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    2. Gastounioti A, Cohen EA, Pantalone L, Ehsan S, Vasudevan S, Kurudi A, Conant EF, Chen J, Kontos D, McCarthy AM. Changes in mammographic density and risk of breast cancer among a diverse cohort of women undergoing mammography screening. Breast Cancer Res Treat. 2023 Feb 17. PMID: 36800118.
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    3. Haghighi B, Horng H, No?l PB, Cohen EA, Pantalone L, Vachani A, Rendle KA, Wainwright J, Saia C, Shinohara RT, Barbosa EM, Kontos D. Radiomic phenotyping of the lung parenchyma in a lung cancer screening cohort. Sci Rep. 2023 Feb 04; 13(1):2040. PMID: 36739358.
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    4. Gastounioti A, Eriksson M, Cohen EA, Mankowski W, Pantalone L, Ehsan S, McCarthy AM, Kontos D, Hall P, Conant EF. External Validation of a Mammography-Derived AI-Based Risk Model in a U.S. Breast Cancer Screening Cohort of White and Black Women. Cancers (Basel). 2022 Sep 30; 14(19). PMID: 36230723.
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    5. Singh A, Horng H, Roshkovan L, Weeks JK, Hershman M, No?l P, Luna JM, Cohen EA, Pantalone L, Shinohara RT, Bauml JM, Thompson JC, Aggarwal C, Carpenter EL, Katz SI, Kontos D. Development of a robust radiomic biomarker of progression-free survival in advanced non-small cell lung cancer patients treated with first-line immunotherapy. Sci Rep. 2022 06 15; 12(1):9993. PMID: 35705618.
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    6. Thakran S, Cohen E, Jahani N, Weinstein SP, Pantalone L, Hylton N, Newitt D, DeMichele A, Davatzikos C, Kontos D. 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. Transl Oncol. 2022 Jun; 20:101411. PMID: 35395604.
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    7. Nimgaonkar V, Thompson JC, Pantalone L, Cook T, Kontos D, McCarthy AM, Carpenter EL. Racial Disparities in 30-Day Outcomes Following Index Admission for COVID-19. Front Med (Lausanne). 2021; 8:750650. PMID: 34796186.
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    8. Acciavatti RJ, Cohen EA, Maghsoudi OH, Gastounioti A, Pantalone L, Hsieh MK, Conant EF, Scott CG, Winham SJ, Kerlikowske K, Vachon C, Maidment ADA, Kontos D. Incorporating Robustness to Imaging Physics into Radiomic Feature Selection for Breast Cancer Risk Estimation. Cancers (Basel). 2021 Nov 01; 13(21). PMID: 34771660.
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    9. Gastounioti A, Pantalone L, Scott CG, Cohen EA, Wu FF, Winham SJ, Jensen MR, Maidment ADA, Vachon CM, Conant EF, Kontos D. Fully Automated Volumetric Breast Density Estimation from Digital Breast Tomosynthesis. Radiology. 2021 12; 301(3):561-568. PMID: 34519572.
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    10. Haji Maghsoudi O, Gastounioti A, Scott C, Pantalone L, Wu FF, Cohen EA, Winham S, Conant EF, Vachon C, Kontos D. Deep-LIBRA: An artificial-intelligence method for robust quantification of breast density with independent validation in breast cancer risk assessment. Med Image Anal. 2021 10; 73:102138. PMID: 34274690.
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    11. Wei D, Jahani N, Cohen E, Weinstein S, Hsieh MK, Pantalone L, Kontos D. Fully automatic quantification of fibroglandular tissue and background parenchymal enhancement with accurate implementation for axial and sagittal breast MRI protocols. Med Phys. 2021 Jan; 48(1):238-252. PMID: 33150617.
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    12. Maghsoudi OH, Gastounioti A, Pantalone L, Davatzikos C, Bakas S, Kontos D. O-Net: An Overall Convolutional Network for Segmentation Tasks. Mach Learn Med Imaging. 2020 Oct; 12436:199-209. PMID: 34282411.
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    13. Acciavatti RJ, Cohen EA, Maghsoudi OH, Gastounioti A, Pantalone L, Hsieh MK, Barufaldi B, Bakic PR, Chen J, Conant EF, Kontos D, Maidment ADA. Calculation of Radiomic Features to Validate the Textural Realism of Physical Anthropomorphic Phantoms for Digital Mammography. Proc SPIE Int Soc Opt Eng. 2020 May; 11513. PMID: 37818096.
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    14. Acciavatti RJ, Cohen EA, Maghsoudi OH, Gastounioti A, Pantalone L, Hsieh MK, Conant EF, Scott CG, Winham SJ, Kerlikowske K, Vachon C, Maidment ADA, Kontos D. Robust Radiomic Feature Selection in Digital Mammography: Understanding the Effect of Imaging Acquisition Physics Using Phantom and Clinical Data Analysis. Proc SPIE Int Soc Opt Eng. 2020 Feb; 11314. PMID: 37982014.
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    15. Chitalia RD, Rowland J, McDonald ES, Pantalone L, Cohen EA, Gastounioti A, Feldman M, Schnall M, Conant E, Kontos D. Imaging Phenotypes of Breast Cancer Heterogeneity in Preoperative Breast Dynamic Contrast Enhanced Magnetic Resonance Imaging (DCE-MRI) Scans Predict 10-Year Recurrence. Clin Cancer Res. 2020 02 15; 26(4):862-869. PMID: 31732521.
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    16. Jahani N, Cohen E, Hsieh MK, Weinstein SP, Pantalone L, Hylton N, Newitt D, Davatzikos C, Kontos D. Prediction of Treatment Response to Neoadjuvant Chemotherapy for Breast Cancer via Early Changes in Tumor Heterogeneity Captured by DCE-MRI Registration. Sci Rep. 2019 08 20; 9(1):12114. PMID: 31431633.
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    17. Gastounioti A, McCarthy AM, Pantalone L, Synnestvedt M, Kontos D, Conant EF. Effect of Mammographic Screening Modality on Breast Density Assessment: Digital Mammography versus Digital Breast Tomosynthesis. Radiology. 2019 05; 291(2):320-327. PMID: 30888933.
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    18. Gastounioti A, Hsieh MK, Cohen E, Pantalone L, Conant EF, Kontos D. Incorporating Breast Anatomy in Computational Phenotyping of Mammographic Parenchymal Patterns for Breast Cancer Risk Estimation. Sci Rep. 2018 11 30; 8(1):17489. PMID: 30504841.
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    19. Kontos D, Winham SJ, Oustimov A, Pantalone L, Hsieh MK, Gastounioti A, Whaley DH, Hruska CB, Kerlikowske K, Brandt K, Conant EF, Vachon CM. Radiomic Phenotypes of Mammographic Parenchymal Complexity: Toward Augmenting Breast Density in Breast Cancer Risk Assessment. Radiology. 2019 01; 290(1):41-49. PMID: 30375931.
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    20. Wei D, Weinstein S, Hsieh MK, Pantalone L, Kontos D. 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. IEEE Trans Biomed Eng. 2019 06; 66(6):1567-1579. PMID: 30334748.
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    21. Gastounioti A, Oustimov A, Hsieh MK, Pantalone L, Conant EF, Kontos D. Using Convolutional Neural Networks for Enhanced Capture of Breast Parenchymal Complexity Patterns Associated with Breast Cancer Risk. Acad Radiol. 2018 08; 25(8):977-984. PMID: 29395798.
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    22. Williams AD, So A, Synnestvedt M, Tewksbury CM, Kontos D, Hsiehm MK, Pantalone L, Conant EF, Schnall M, Dumon K, Williams N, Tchou J. Mammographic breast density decreases after bariatric surgery. Breast Cancer Res Treat. 2017 Oct; 165(3):565-572. PMID: 28660430.
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    23. Conant EF, Keller BM, Pantalone L, Gastounioti A, McDonald ES, Kontos D. Agreement between Breast Percentage Density Estimations from Standard-Dose versus Synthetic Digital Mammograms: Results from a Large Screening Cohort Using Automated Measures. Radiology. 2017 06; 283(3):673-680. PMID: 28121523.
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    24. Gastounioti A, Oustimov A, Keller BM, Pantalone L, Hsieh MK, Conant EF, Kontos D. Breast parenchymal patterns in processed versus raw digital mammograms: A large population study toward assessing differences in quantitative measures across image representations. Med Phys. 2016 Nov; 43(11):5862. PMID: 27806604.
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    25. McCarthy AM, Keller BM, Pantalone LM, Hsieh MK, Synnestvedt M, Conant EF, Armstrong K, Kontos D. Racial Differences in Quantitative Measures of Area and Volumetric Breast Density. J Natl Cancer Inst. 2016 10; 108(10). PMID: 27130893.
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