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Page 1
Machine Learning for Medical Imaging.
Erickson BJ, Korfiatis P, Akkus Z, Kline TL. Erickson BJ, et al. Among authors: korfiatis p. Radiographics. 2017 Mar-Apr;37(2):505-515. doi: 10.1148/rg.2017160130. Epub 2017 Feb 17. Radiographics. 2017. PMID: 28212054 Free PMC article. Review.
A systematic review on the use of artificial intelligence in gynecologic imaging - Background, state of the art, and future directions.
Shrestha P, Poudyal B, Yadollahi S, E Wright D, V Gregory A, D Warner J, Korfiatis P, C Green I, L Rassier S, Mariani A, Kim B, Laughlin-Tommaso SK, L Kline T. Shrestha P, et al. Among authors: korfiatis p. Gynecol Oncol. 2022 Sep;166(3):596-605. doi: 10.1016/j.ygyno.2022.07.024. Epub 2022 Jul 29. Gynecol Oncol. 2022. PMID: 35914978 Free article. Review.
Radiomics-based Machine-learning Models Can Detect Pancreatic Cancer on Prediagnostic Computed Tomography Scans at a Substantial Lead Time Before Clinical Diagnosis.
Mukherjee S, Patra A, Khasawneh H, Korfiatis P, Rajamohan N, Suman G, Majumder S, Panda A, Johnson MP, Larson NB, Wright DE, Kline TL, Fletcher JG, Chari ST, Goenka AH. Mukherjee S, et al. Among authors: korfiatis p. Gastroenterology. 2022 Nov;163(5):1435-1446.e3. doi: 10.1053/j.gastro.2022.06.066. Epub 2022 Jul 1. Gastroenterology. 2022. PMID: 35788343
Toolkits and Libraries for Deep Learning.
Erickson BJ, Korfiatis P, Akkus Z, Kline T, Philbrick K. Erickson BJ, et al. Among authors: korfiatis p. J Digit Imaging. 2017 Aug;30(4):400-405. doi: 10.1007/s10278-017-9965-6. J Digit Imaging. 2017. PMID: 28315069 Free PMC article. Review.
AI Integration in the Clinical Workflow.
Blezek DJ, Olson-Williams L, Missert A, Korfiatis P. Blezek DJ, et al. Among authors: korfiatis p. J Digit Imaging. 2021 Dec;34(6):1435-1446. doi: 10.1007/s10278-021-00525-3. Epub 2021 Oct 22. J Digit Imaging. 2021. PMID: 34686923 Free PMC article.
Automated Artificial Intelligence Model Trained on a Large Data Set Can Detect Pancreas Cancer on Diagnostic Computed Tomography Scans As Well As Visually Occult Preinvasive Cancer on Prediagnostic Computed Tomography Scans.
Korfiatis P, Suman G, Patnam NG, Trivedi KH, Karbhari A, Mukherjee S, Cook C, Klug JR, Patra A, Khasawneh H, Rajamohan N, Fletcher JG, Truty MJ, Majumder S, Bolan CW, Sandrasegaran K, Chari ST, Goenka AH. Korfiatis P, et al. Gastroenterology. 2023 Dec;165(6):1533-1546.e4. doi: 10.1053/j.gastro.2023.08.034. Epub 2023 Aug 30. Gastroenterology. 2023. PMID: 37657758 Free PMC article.
Implementing Artificial Intelligence Algorithms in the Radiology Workflow: Challenges and Considerations.
Korfiatis P, Kline TL, Meyer HM, Khalid S, Leiner T, Loufek BT, Blezek D, Vidal DE, Hartman RP, Joppa LJ, Missert AD, Potretzke TA, Taubel JP, Tjelta JA, Callstrom MR, Williamson EE. Korfiatis P, et al. Mayo Clin Proc Digit Health. 2024 Dec 18;3(1):100188. doi: 10.1016/j.mcpdig.2024.100188. eCollection 2025 Mar. Mayo Clin Proc Digit Health. 2024. PMID: 40207002 Free PMC article. Review.
RIL-Contour: a Medical Imaging Dataset Annotation Tool for and with Deep Learning.
Philbrick KA, Weston AD, Akkus Z, Kline TL, Korfiatis P, Sakinis T, Kostandy P, Boonrod A, Zeinoddini A, Takahashi N, Erickson BJ. Philbrick KA, et al. Among authors: korfiatis p. J Digit Imaging. 2019 Aug;32(4):571-581. doi: 10.1007/s10278-019-00232-0. J Digit Imaging. 2019. PMID: 31089974 Free PMC article. Review.
72 results