Opening a new window on MR-based Electrical Properties Tomography with deep learning

Autor: Mandija, Stefano, Meliadò, Ettore F., Huttinga, Niek R. F., Luijten, Peter R., Berg, Cornelis A. T. van den

Publikováno v: Published online in: Scientific Reports (Jun-2019) 9: 8895

Electrical properties (EPs) of tissues, conductivity and permittivity, are modulated by the ionic and water content, which change in presence of pathologies. Information on tissues EPs can be used e.g. as an endogenous biomarker in oncology. MR-Elect

Externí odkaz: http://arxiv.org/abs/1804.00016

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Uncertainty Assessment for Deep Learning Radiotherapy Applications.

Autor: van den Berg, Cornelis A.T., Meliadò, Ettore F.

Publikováno v: Seminars in Radiation Oncology; Oct2022, Vol. 32 Issue 4, p304-318, 15p

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MR electrical properties mapping using vision transformers and canny edge detectors.

Autor: Giannakopoulos II; The Bernard and Irene Schwartz Center for Biomedical Imaging and Center for Advanced Imaging Innovation and Research (CAI2R), Department of Radiology, New York University Grossman School of Medicine, New York, New York, USA., Carluccio G; Universita di Napoli Federico II, Napoli, Italy., Keerthivasan MB; Siemens Medical Solutions, New York, New York, USA., Koerzdoerfer G; Siemens Medical Solutions, New York, New York, USA., Lakshmanan K; The Bernard and Irene Schwartz Center for Biomedical Imaging and Center for Advanced Imaging Innovation and Research (CAI2R), Department of Radiology, New York University Grossman School of Medicine, New York, New York, USA., De Moura HL; The Bernard and Irene Schwartz Center for Biomedical Imaging and Center for Advanced Imaging Innovation and Research (CAI2R), Department of Radiology, New York University Grossman School of Medicine, New York, New York, USA., Cruz Serrallés JE; The Bernard and Irene Schwartz Center for Biomedical Imaging and Center for Advanced Imaging Innovation and Research (CAI2R), Department of Radiology, New York University Grossman School of Medicine, New York, New York, USA., Lattanzi R; The Bernard and Irene Schwartz Center for Biomedical Imaging and Center for Advanced Imaging Innovation and Research (CAI2R), Department of Radiology, New York University Grossman School of Medicine, New York, New York, USA.

Publikováno v: Magnetic resonance in medicine [Magn Reson Med] 2024 Oct 16. Date of Electronic Publication: 2024 Oct 16.