Kontos D. The promise of AI in personalized breast cancer screening: are we there yet? Nat Rev Clin Oncol. 2024 Jun;21(6):403-404. doi: 10.1038/s41571-024-00877-z. PMID: 38472364. View publication
Majumder S, Katz S, Kontos D, Roshkovan L. State of the art: radiomics and radiomics-related artificial intelligence on the road to clinical translation. BJR Open. 2023 Dec 12;6(1):tzad004. doi: 10.1093/bjro/tzad004. PMID: 38352179; PMCID: PMC10860524. View publication
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 Apr;198(3):535-544. doi: 10.1007/s10549-023-06879-2. Epub 2023 Feb 17. PubMed PMID: 36800118. View publication
Chitalia R, Miliotis M, Jahani N, Tastsoglou S, McDonald ES, Belenky V, Cohen EA, Newitt D, Van't Veer LJ, Esserman L, Hylton N, DeMichele A, Hatzigeorgiou A, Kontos D. Radiomic tumor phenotypes augment molecular profiling in predicting recurrence free survival after breast neoadjuvant chemotherapy. Commun Med (Lond). 2023 Mar 30;3(1):46. doi: 10.1038/s43856-023-00273-1. PubMed PMID: 36997615; PubMed Central PMCID: PMC10063641. View publication
Shapira N, Donovan K, Mei K, Geagan M, Roshkovan L, Gang GJ, Abed M, Linna NB, Cranston CP, O'Leary CN, Dhanaliwala AH, Kontos D, Litt HI, Stayman JW, Shinohara RT, Noël PB. Three-dimensional printing of patient-specific computed tomography lung phantoms: a reader study. PNAS Nexus. 2023 Mar;2(3):pgad026. doi: 10.1093/pnasnexus/pgad026. eCollection 2023 Mar. PubMed PMID: 36909822; PubMed Central PMCID: PMC9992761. View publication
Acciavatti RJ, Lee SH, Reig B, Moy L, Conant EF, Kontos D, Moon WK. Beyond Breast Density: Risk Measures for Breast Cancer in Multiple Imaging Modalities. Radiology. 2023 Mar;306(3):e222575. doi: 10.1148/radiol.222575. Epub 2023 Feb 7. Review. PubMed PMID: 36749212; PubMed Central PMCID: PMC9968778. View publication
Haghighi B, Horng H, Noël PB, Cohen EA, Pantalone L, Vachani A, Rendle KA, Wainwright J, Saia C, Shinohara RT, Barbosa EM Jr, Kontos D. Radiomic phenotyping of the lung parenchyma in a lung cancer screening cohort. Sci Rep. 2023 Feb 4;13(1):2040. doi: 10.1038/s41598-023-29058-1. PubMed PMID: 36739358; PubMed Central PMCID: PMC9899203. View publication
Brown JC, Ligibel JA, Crane TE, Kontos D, Yang S, Conant EF, Mack JA, Ahima RS, Schmitz KH. Obesity and metabolic dysfunction correlate with background parenchymal enhancement in premenopausal women. Obesity (Silver Spring). 2023 Feb;31(2):479-486. doi: 10.1002/oby.23649. Epub 2023 Jan 11. PubMed PMID: 36628617; PubMed Central PMCID: PMC10141499. View publication
Riahi Samani Z, Parker D, Akbari H, Wolf RL, Brem S, Bakas S, Verma R. Artificial intelligence-based locoregional markers of brain peritumoral microenvironment. Sci Rep. 2023 Jan 18;13(1):963. doi: 10.1038/s41598-022-26448-9. PubMed PMID: 36653382; PubMed Central PMCID: PMC9849348. View publication
Singh A, Horng H, Chitalia R, Roshkovan L, Katz SI, Noël P, Shinohara RT, Kontos D. Resampling and harmonization for mitigation of heterogeneity in image parameters of baseline scans. Sci Rep. 2022 Dec 13;12(1):21505. doi: 10.1038/s41598-022-26083-4. PubMed PMID: 36513760; PubMed Central PMCID: PMC9747915. View publication
Horng H, Singh A, Yousefi B, Cohen EA, Haghighi B, Katz S, Noël PB, Kontos D, Shinohara RT. Improved generalized ComBat methods for harmonization of radiomic features. Sci Rep. 2022 Nov 8;12(1):19009. doi: 10.1038/s41598-022-23328-0. PubMed PMID: 36348002; PubMed Central PMCID: PMC9643436. View publication
