Ioannis Sechopoulos

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 23

Top Topics

Texture Features

Top Venues

Medical Imaging: Image Perception, Observer Performance, and Technology Assessment

Medical Imaging: Computer-Aided Diagnosis

Publications

Kirsten L. Boedeker, Daniel W. Shin, Luuk J. Oostveen, Ioannis Sechopoulos, Craig K. Abbey
Discriminability of non-Gaussian noise properties in CT. Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2023)
Sjoerd A. M. Tunissen, Andrea Motta, Franziska Mauter, Eloy García, Oliver Díaz, John M. Boone, Ioannis Sechopoulos, Marco Caballo
End-to-end mammographic breast density quantification with deep learning: preliminary study on simulated mammograms. Medical Imaging: Computer-Aided Diagnosis (2023)
Sarah D. Verboom, Marco Caballo, Mireille J. M. Broeders, Jonas Teuwen, Ioannis Sechopoulos
Deep learning-based breast tissue segmentation in digital mammography: generalization across views and vendors. Medical Imaging: Image Processing (2022)
Teaghan O'Briain, Carlos Uribe, Kwang Moo Yi, Jonas Teuwen, Ioannis Sechopoulos, Magdalena Bazalova-Carter
FlowNet-PET: Unsupervised Learning to Perform Respiratory Motion Correction in PET Imaging. CoRR (2022)
Luuk J. Oostveen, Kirsten L. Boedeker, Daniel W. Shin, Craig K. Abbey, Ioannis Sechopoulos
Visibility of noise texture changes in CT images. Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2022)
Mikhail Mikerov, Koen Michielsen, Nikita Moriakov, Ioannis Sechopoulos
Adding patient motion from DCE-MRI to anthropomorphic phantoms for dedicated breast CT. Medical Imaging: Image Processing (2022)
Jonas Teuwen, Nikita Moriakov, Christian Fedon, Marco Caballo, Ingrid S. Reiser, Predrag R. Bakic, Eloy García, Oliver Díaz, Koen Michielsen, Ioannis Sechopoulos
Deep learning reconstruction of digital breast tomosynthesis images for accurate breast density and patient-specific radiation dose estimation. Medical Image Anal. 71 (2021)
Jonas Teuwen, Nikita Moriakov, Christian Fedon, Marco Caballo, Ingrid S. Reiser, Predrag R. Bakic, Eloy García, Oliver Díaz, Koen Michielsen, Ioannis Sechopoulos
Deep learning reconstruction of digital breast tomosynthesis images for accurate breast density and patient-specific radiation dose estimation. CoRR (2020)
Floris Heutink, Valentin Koch, Berit Verbist, Willem Jan van der Woude, Emmanuel Mylanus, Wendy Huinck, Ioannis Sechopoulos, Marco Caballo
Multi-Scale deep learning framework for cochlea localization, segmentation and analysis on clinical ultra-high-resolution CT images. Comput. Methods Programs Biomed. 191 (2020)
Marco Caballo, Domenico R. Pangallo, Ritse M. Mann, Ioannis Sechopoulos
Deep learning-based segmentation of breast masses in dedicated breast CT imaging: Radiomic feature stability between radiologists and artificial intelligence. Comput. Biol. Medicine 118 (2020)
Craig K. Abbey, Michael A. Webster, Tanya D. Geertse, Danielle van der Waal, Eric Tetteroo, Ruud Pijnappel, Mireille J. M. Broeders, Ioannis Sechopoulos
Sequential reading effects in Dutch screening mammography. Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2020)
Christiana Balta, Ioannis Sechopoulos, Ramona W. Bouwman, Mireille J. M. Broeders, Nico Karssemeijer, Ruben E. van Engen, Wouter J. H. Veldkamp
New difference of Gaussian channel-sets for the channelized Hotelling observer? Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2019)
Marco Caballo, Jonas Teuwen, Ritse Mann, Ioannis Sechopoulos
Breast parenchyma analysis and classification for breast masses detection using texture feature descriptors and neural networks in dedicated breast CT images. Medical Imaging: Computer-Aided Diagnosis (2019)
Christiana Balta, Ioannis Sechopoulos, Wouter J. H. Veldkamp, Ruben E. van Engen, Ingrid S. Reiser
2D single-slice vs. 3D viewing of simulated tomosynthesis images of a small-scale breast tissue model. Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2019)
Marco Caballo, Christian Fedon, Luca Brombal, Koen Michielsen, Renata Longo, Ioannis Sechopoulos
Automatic estimation of glandular tissue loss due to limited reconstruction voxel size in tomographic images of the breast. IWBI (2018)
Nikita Moriakov, Koen Michielsen, Jonas Adler, Ritse Mann, Ioannis Sechopoulos, Jonas Teuwen
Deep Learning Framework for Digital Breast Tomosynthesis Reconstruction. CoRR (2018)
Ramona W. Bouwman, Christiana Balta, David R. Dance, Kenneth C. Young, Alistair Mackenzie, Ioannis Sechopoulos, Ruben E. van Engen
Independent images: a need for phantom based image quality assessment using model observers? IWBI (2018)
Alejandro Rodríguez-Ruiz, Jan-Jurre Mordang, Nico Karssemeijer, Ioannis Sechopoulos, Ritse M. Mann
Can radiologists improve their breast cancer detection in mammography when using a deep learning based computer system as decision support? IWBI (2018)
Koen Michielsen, Christian Fedon, James G. Nagy, Ioannis Sechopoulos
Dose reduction in breast CT by spectrum switching. IWBI (2018)
Alejandro Rodríguez-Ruiz, Jonas Teuwen, Kaman Chung, Nico Karssemeijer, Margarita Chevalier, Albert Gubern-Mérida, Ioannis Sechopoulos
Pectoral muscle segmentation in breast tomosynthesis with deep learning. Medical Imaging: Computer-Aided Diagnosis (2018)
Joana Boita, Alistair Mackenzie, Ioannis Sechopoulos
Breast phantom validation of a mammographic image modification method. IWBI (2018)
Alejandro Rodríguez-Ruiz, Ruben E. van Engen, Koen Michielsen, Ramona W. Bouwman, Suzan Vreemann, Nico Karssemeijer, Ritse M. Mann, Ioannis Sechopoulos
How does wide-angle breast tomosynthesis depict calcifications in comparison to digital mammography? A retrospective observer study. IWBI (2018)
Katharina Holland, Ioannis Sechopoulos, Gerard J. den Heeten, Ritse M. Mann, Nico Karssemeijer
Performance of Breast Cancer Screening Depends on Mammographic Compression. Digital Mammography / IWDM (2016)
Xulei Qin, Guolan Lu, Ioannis Sechopoulos, Baowei Fei
Breast tissue classification in digital tomosynthesis images based on global gradient minimization and texture features. Medical Imaging: Image Processing (2014)
Veronica Mejia Bustamante, James G. Nagy, Steve S. J. Feng, Ioannis Sechopoulos
Iterative Breast Tomosynthesis Image Reconstruction. SIAM J. Sci. Comput. 35 (5) (2013)
Xiaofeng Yang, Ioannis Sechopoulos, Baowei Fei
Automatic tissue classification for high-resolution breast CT images based on bilateral filtering. Medical Imaging: Image Processing (2011)
Julianne Chung, James G. Nagy, Ioannis Sechopoulos
Numerical Algorithms for Polyenergetic Digital Breast Tomosynthesis Reconstruction. SIAM J. Imaging Sci. 3 (1) (2010)