Publications of Ioannis Sechopoulos

2021

  1. L. Oostveen, F. Meijer, F. de Lange, E. Smit, S. Pegge, S. Steens, M. van Amerongen, M. Prokop and I. Sechopoulos. "Deep learning–based reconstruction may improve non-contrast cerebral CT imaging compared to other current reconstruction algorithms", 2021. Abstract DOI

  2. J. Boita, A. Bolejko, S. Zackrisson, M. Wallis, D. Ikeda, C. Van Ongeval, R. van Engen, A. Mackenzie, A. Tingberg, H. Bosmans, R. Pijnappel, I. Sechopoulos and M. Broeders. "Development and content validity evaluation of a candidate instrument to assess image quality in digital mammography: a mixed-method study", 2021. Abstract DOI

  3. J. Boita, R. van Engen, A. Mackenzie, A. Tingberg, H. Bosmans, A. Bolejko, S. Zackrisson, M. Wallis, D. Ikeda, C. Van Ongeval, R. Pijnappel, M. Broeders and I. Sechopoulos. "How does image quality affect radiologists’ perceived ability for image interpretation and lesion detection in digital mammography?", 2021. Abstract DOI

  4. J. Boita, R. van Engen, A. Mackenzie, A. Tingberg, H. Bosmans, A. Bolejko, S. Zackrisson, M. Wallis, D. Ikeda, C. van Ongeval, R. Pijnappel, M. Broeders and I. Sechopoulos. "Validation of a candidate instrument to assess image quality in digital mammography using ROC analysis", 2021. Abstract DOI

  5. C. Fedon, M. Caballo, E. García, O. Diaz, J. Boone, D. Dance and I. Sechopoulos. "Fibroglandular tissue distribution in the breast during mammography and tomosynthesis based on breast CT data: a patient-based characterization of the breast parenchyma", 2021. Abstract DOI

  6. M. Caballo, D. Pangallo, W. Sanderink, A. Hernandez, S. Lyu, F. Molinari, J. Boone, R. Mann and I. Sechopoulos. "Multi-Marker Quantitative Radiomics for Mass Characterization in Dedicated Breast CT Imaging", 2021. Abstract DOI

  7. M. Caballo, A. Hernandez, S. Lyu, J. Teuwen, R. Mann, B. van Ginneken, J. Boone and I. Sechopoulos. "Computer-aided diagnosis of masses in breast computed tomography imaging: deep learning model with combined handcrafted and convolutional radiomic features", 2021. Abstract DOI

  8. M. Pinto, A. Rodriguez-Ruiz, K. Pedersen, S. Hofvind, J. Wicklein, S. Kappler, R. Mann and I. Sechopoulos. "Impact of Artificial Intelligence Decision Support Using Deep Learning on Breast Cancer Screening Interpretation with Single-View Wide-Angle Digital Breast Tomosynthesis", 2021. Abstract DOI

  9. W. Sanderink, J. Teuwen, L. Appelman, L. Moy, L. Heacock, E. Weiland, N. Karssemeijer, P. Baltzer, I. Sechopoulos and R. Mann. "Comparison of simultaneous multi-slice single-shot DWI to readout-segmented DWI for evaluation of breast lesions at 3T MRI", 2021. Abstract DOI

  10. W. Sanderink, J. Teuwen, L. Appelman, L. Moy, L. Heacock, E. Weiland, I. Sechopoulos and R. Mann. "Diffusion weighted imaging for evaluation of breast lesions: Comparison between high b-value single-shot and routine readout-segmented sequences at 3 T", 2021. Abstract DOI


2020

  1. M. Caballo, D. Pangallo, R. Mann and I. Sechopoulos. "Deep learning-based segmentation of breast masses in dedicated breast CT imaging: Radiomic feature stability between radiologists and artificial intelligence.", 2020. Abstract DOI

  2. F. Heutink, V. Koch, B. Verbist, W. van der Woude, E. Mylanus, W. Huinck, I. Sechopoulos and M. Caballo. "Multi-Scale Deep Learning Framework for Cochlea Localization, Segmentation and Analysis on Clinical Ultra-High-Resolution CT Images.", 2020. Abstract DOI

  3. M. Lago, I. Sechopoulos, F. Bochud and M. Eckstein. "Measurement of the useful field of view for single slices of different imaging modalities and targets", 2020. Abstract DOI

  4. L. Oostveen, K. Boedeker, M. Brink, M. Prokop, F. de Lange and I. Sechopoulos. "Physical evaluation of an ultra-high-resolution CT scanner", 2020. Abstract DOI

  5. I. Sechopoulos and R. Mann. "Stand-alone artificial intelligence - The future of breast cancer screening?", 2020. Abstract DOI

  6. W. Sanderink, M. Caballo, L. Strobbe, W. Bult P. and.Vreuls, D. Venderink, I. Sechopoulos, N. Karssemeijer and R. Mann. "Reliability of MRI tumor size measurements for minimal invasive treatment selection in small breast cancers.", 2020. Abstract DOI

  7. W. Sanderink, L. Strobbe, P. Bult, M. Schlooz-Vries, S. Lardenoije, D. Venderink, I. Sechopoulos, N. Karssemeijer, W. Vreuls and R. Mann. "Minimally invasive breast cancer excision using the breast lesion excision system under ultrasound guidance", 2020. Abstract DOI


2019

  1. L. Brombal, F. Arfelli, P. Delogu, S. Donato, G. Mettivier, K. Michielsen, P. Oliva, A. Taibi, I. Sechopoulos, R. Longo and C. Fedon. "Image quality comparison between a phase-contrast synchrotron radiation breast CT and a clinical breast CT: a phantom based study.", 2019. Abstract DOI

  2. M. Caballo, K. Michielsen, C. Fedon and I. Sechopoulos. "Towards 4D dedicated breast CT perfusion imaging of cancer: development and validation of computer simulated images.", 2019. Abstract DOI

  3. D. Grob, L. Oostven, J. Ruhaak, S. Heldmann, K. Michielsen, S. Dorn, M. Prokop, M. kachelriess, M. Brink and I. Sechopoulos. "Accuracy of registration algorithms in subtraction CT of the lungs: A digital phantom study.", 2019. Abstract DOI

  4. D. Grob, L. Oostven, M. Snoeren, M. Prokop, C. Prokop, I. Sechopoulos and M. Brink. "Image Quality of Iodine Maps for Pulmonary Embolism: A Comparison of Subtraction CT and Dual-Energy CT.", 2019. Abstract DOI

  5. D. Grob, E. Smit, J. Prince, J. Kist, L. Stöger, B. Geurts, M. Snoeren, R. van Dijk, L. Oostveen, M. Prokop, C. Schaefer-Prokop, I. Sechopoulos and M. Brink. "Iodine Maps from Subtraction CT or Dual-Energy CT to Detect Pulmonary Emboli with CT Angiography: A Multiple-Observer Study.", 2019. Abstract DOI

  6. A. Rodriguez-Ruiz, K. Lang, A. Gubern-Merida, M. Broeders, G. Gennaro, P. Clauser, T. Helbich, M. Chevalier, T. Tan, T. Mertelmeier, M. Wallis, A. I, S. Zackrisson, R. Mann and I. Sechopoulos. "Stand-Alone Artificial Intelligence for Breast Cancer Detection in Mammography: Comparison With 101 Radiologists", 2019. Abstract DOI


2018

  1. E. Baerends, L. Oostveen, C. Smit, M. Das, I. Sechopoulos, M. Brink, F. de Lange and M. Prokop. "Comparing dual energy CT and subtraction CT on a phantom: which one provides the best contrast in iodine maps for sub-centimetre details?", 2018. Abstract DOI PMID

  2. C. Balta, R. Bouwman, I. Sechopoulos, M. Broeders, N. Karssemeijer, R. van Engen and W. Veldkamp. "Can a Channelized Hotelling Observer assess image quality in acquired mammographic images of an anthropomorphic breast phantom including image processing?", 2018. Abstract DOI PMID

  3. C. Balta, R. Bouwman, W. Veldkamp, M. Broeders, I. Sechopoulos, R. E and Veldkamp. "Signal template generation from acquired images for model observer-based image quality analysis in mammography.", 2018. Abstract DOI

  4. M. Caballo, J. Boone, R. Mann and I. Sechopoulos. "An unsupervised automatic segmentation algorithm for breast tissue classification of dedicated breast computed tomography images.", 2018. Abstract DOI PMID

  5. M. Caballo, C. Fedon, L. Brombal, R. Mann, R. Longo and I. Sechopoulos. "Development of 3D patient-based super-resolution digital breast phantoms using machine learning.", 2018. Abstract DOI

  6. M. Caballo, R. Mann and I. Sechopoulos. "Patient-Based 4D Digital Breast Phantom for Perfusion Contrast-Enhanced Breast CT Imaging.", 2018. Abstract DOI

  7. C. Fedon, M. Caballo, R. Longo, A. Trianni and I. Sechopoulos. "Internal breast dosimetry in mammography: Experimental methods and Monte Carlo validation with a monoenergetic x-ray beam.", 2018. Abstract DOI PMID

  8. C. Fedon, M. Caballo and I. Sechopoulos. "Internal breast dosimetry in mammography: Monte Carlo validation in homogeneous and anthropomorphic breast phantoms with a clinical mammography system.", 2018. Abstract DOI

  9. C. Fedon, C. Rabin, M. Caballo, O. Diaz, E. García, A. Rodríguez-Ruiz, G. González-Sprinberg and I. Sechopoulos. "Monte Carlo study on optimal breast voxel resolution for dosimetry estimates in digital breast tomosynthesis.", 2018. Abstract DOI PMID

  10. D. Grob, L. Oostven, M. Prokop, C. Prokop, I. Sechopoulos and M. Brink. "Imaging of pulmonary perfusion using subtraction CT angiography is feasible in clinical practice.", 2018. Abstract DOI

  11. Y. Kim, I. Sechopoulos, M. Newell, C. Ho, A. Holbrook, M. Fleming, M. Hamlin, P. Handa, N. Braykov and C. D'Orsi. "Comparison of two-view digital breast tomosynthesis to three-view digital mammography in a simulated screening setting.", 2018. Abstract DOI PMID

  12. A. Rodriguez-Ruiz, E. Krupinsky, J. Mordang, K. Schilling, S. Heywang-Kobrunner, I. Sechopoulos and R. Mann. "Detection of Breast Cancer with Mammography: Effect of an Artificial Intelligence Support System.", 2018. Abstract DOI

  13. A. Rodriguez-Ruiz, S. Lardenoije, A. Wanders, I. Sechopoulos and R. Mann. "Comparison of breast cancer detection and depiction between planar and rotating synthetic mammography generated from breast tomosynthesis.", 2018. Abstract DOI PMID

  14. A. Sarno, G. Mettivier, F. Di Lillo, K. Bliznakova, I. Sechopoulos and P. Russo. "Homogeneous vs. patient specific breast models for Monte Carlo evaluation of mean glandular dose in mammography.", 2018. Abstract DOI PMID

  15. A. Sarno, G. Mettivier, R. Tucciariello, K. Bliznakova, J. Boone, I. Sechopoulos, F. Di Lillo and P. Russo. "Monte Carlo evaluation of glandular dose in cone-beam X-ray computed tomography dedicated to the breast: Homogeneous and heterogeneous breast models.", 2018. Abstract DOI PMID

  16. I. Sechopoulos, D. Rogers, M. Bazalova-Carter, W. Bolch, E. Heath, M. McNitt-Gray, J. Sempau and J. Williamson. "RECORDS: improved Reporting of montE CarlO RaDiation transport Studies.", 2018. DOI PMID

  17. I. Sechopoulos, D. Rogers, M. Bazalova-Carter, W. Bolch, E. Heath, M. McNitt-Gray, J. Sempau and J. Williamson. "RECORDS: improved Reporting of montE CarlO RaDiation transport Studies: Report of the AAPM Research Committee Task Group 268.", 2018. Abstract DOI PMID


2017

  1. G. Mettivier, K. Bliznakova, I. Sechopoulos, J. Boone, F. Di Lillo, A. Sarno, R. Castriconi and P. Russo. "Evaluation of the <i>BreastSimulator</i> software platform for breast tomography.", 2017. Abstract DOI PMID

  2. A. Rodríguez-Ruiz, G. Agasthya and I. Sechopoulos. "The compressed breast during mammography and breast tomosynthesis: in vivo shape characterization and modeling.", 2017. Abstract DOI PMID

  3. A. Sarno, D. Dance, R. van Engen, K. Young, P. Russo, F. Di Lillo, G. Mettivier, K. Bliznakova, B. Fei and I. Sechopoulos. "A Monte Carlo model for mean glandular dose evaluation in spot compression mammography.", 2017. Abstract DOI PMID


2016

  1. D. Dance and I. Sechopoulos. "Dosimetry in x-ray-based breast imaging", 2016. Abstract/PDF DOI

  2. S. Ramamurthy, C. DÓrsi and I. Sechopoulos. "X-ray scatter correction method for dedicated breast computed tomography: improvements and initial patient testing.", 2016. Abstract/PDF DOI


2015

  1. R. Pike, I. Sechopoulos and B. Fei. "A minimum spanning forest based classification method for dedicated breast CT images.", 2015. Abstract/PDF DOI PMID

  2. I. Sechopoulos, E. Ali, A. Badal, A. Badano, J. Boone, I. Kyprianou, E. Mainegra-Hing, K. McMillan, M. McNitt-Gray, D. Rogers, E. Samei and A. Turner. "Monte Carlo reference data sets for imaging research: Executive summary of the report of AAPM Research Committee Task Group 195.", 2015. Abstract/PDF DOI PMID