Piotr J. Slomka
Orcid: 0000-0002-6110-938X
According to our database1,
Piotr J. Slomka
authored at least 40 papers
between 2000 and 2024.
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Bibliography
2024
AI-derived epicardial fat measurements improve cardiovascular risk prediction from myocardial perfusion imaging.
npj Digit. Medicine, 2024
2023
Time and event-specific deep learning for personalized risk assessment after cardiac perfusion imaging.
npj Digit. Medicine, 2023
Comparative analysis between convolutional long short-term memory networks and vision transformers for coronary calcium scoring in non-contrast CT.
Proceedings of the Medical Imaging 2023: Image Processing, 2023
Direct head-to-head comparison of convolutional long short-term memory and transformer networks for artificial Intelligence-based quantification of atherosclerotic plaque and stenosis from coronary CT angiography.
Proceedings of the Medical Imaging 2023: Image Processing, 2023
Pseudo-contrast cardiac CT angiography derived from non-contrast CT using conditional generative adversarial networks.
Proceedings of the Medical Imaging 2023: Image Processing, 2023
Transferring deep convolutional network representations from SPECT to improve PET cardiac outcome prediction.
Proceedings of the Medical Imaging 2023: Image Processing, 2023
2022
Handling missing values in machine learning to predict patient-specific risk of adverse cardiac events: Insights from REFINE SPECT registry.
Comput. Biol. Medicine, 2022
Explainable artificial-intelligence for diagnosis and risk estimation from cardiovascular images.
Proceedings of the Medical Imaging 2022: Image Processing, 2022
Calcium scoring in low-dose ungated chest CT scans using convolutional long-short term memory networks.
Proceedings of the Medical Imaging 2022: Image Processing, 2022
Proceedings of the Medical Imaging 2022: Image Processing, 2022
2021
Rapid quantification of COVID-19 pneumonia burden from computed tomography with convolutional LSTM networks.
CoRR, 2021
2019
Proceedings of the Medical Imaging 2019: Image Processing, 2019
2018
Deep Learning for Quantification of Epicardial and Thoracic Adipose Tissue From Non-Contrast CT.
IEEE Trans. Medical Imaging, 2018
2016
Proceedings of the Medical Imaging 2016: Image Processing, 2016
Automatic detection of cardiovascular risk in CT attenuation correction maps in Rb-82 PET/CTs.
Proceedings of the Medical Imaging 2016: Image Processing, 2016
2015
Automated Pericardial Fat Quantification from Coronary Magnetic Resonance Angiography.
Proceedings of the Medical Image Understanding and Analysis, 2015
Automated coronary artery calcium scoring from non-contrast CT using a patient-specific algorithm.
Proceedings of the Medical Imaging 2015: Image Processing, 2015
2014
Proceedings of the Medical Imaging 2014: Image Processing, 2014
2013
Multiphase segmentation using an implicit dual shape prior: Application to detection of left ventricle in cardiac MRI.
Comput. Vis. Image Underst., 2013
Image denoising of low-radiation dose coronary CT angiography by an adaptive block-matching 3D algorithm.
Proceedings of the Medical Imaging 2013: Image Processing, 2013
Combining active appearance and deformable superquadric models for LV segmentation in cardiac MRI.
Proceedings of the Medical Imaging 2013: Image Processing, 2013
2012
J. Electronic Imaging, 2012
Feasibility of determining myocardial transient ischemic dilation from cardiac CT by automated stress/rest registration.
Proceedings of the Medical Imaging 2012: Image Processing, 2012
Automatic detection of significant and subtle arterial lesions from coronary CT angiography.
Proceedings of the Medical Imaging 2012: Image Processing, 2012
Proceedings of the Medical Imaging 2012: Computer-Aided Diagnosis, 2012
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2012
2010
Automated algorithm for atlas-based segmentation of the heart and pericardium from non-contrast CT.
Proceedings of the Medical Imaging 2010: Image Processing, 2010
2009
Non-Rigid Ultrasound Image Registration Based on Intensity and Local Phase Information.
J. Signal Process. Syst., 2009
Curve evolution with a dual shape similarity and its application to segmentation of left ventricle.
Proceedings of the Medical Imaging 2009: Image Processing, 2009
Proceedings of the Medical Imaging 2009: Image Processing, 2009
Myocardial wall thickening from gated magnetic resonance images using Laplace's equation.
Proceedings of the Medical Imaging 2009: Computer-Aided Diagnosis, 2009
Automated Multi-Modality Registration of 64-Slice Coronary CT Angiography with Myocardial Perfusion Spect.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
2005
Efficient 3D nonlinear warping of computed tomography: two high-performance implementations using OpenGL.
Proceedings of the Medical Imaging 2005: Visualization, 2005
2003
Four-dimensional multimodality image registration applied to gated SPECT and gated MRI.
Proceedings of the Medical Imaging 2003: Image Processing, 2003
Interactive volume rendering of multimodality 4D cardiac data with the use of consumer graphics hardware.
Proceedings of the Medical Imaging 2003: Visualization, 2003
2002
Automatic Fusion of Freehand Endoscopic Brain Images to Three-Dimensional Surfaces: Creating Stereoscopic Panoramas.
IEEE Trans. Medical Imaging, 2002
2001
Constrained localized-warping-reduced registration errors due to lesions in functional neuroimages.
Proceedings of the Medical Imaging 2001: Image Processing, 2001
2000
Automated 3D registration of magnetic resonance angiography, 3D power doppler, and 3D B-mode ultrasound images of carotid bifurcation.
Proceedings of the Medical Imaging 2000: Image Processing, 2000
Automated segmentation and registration technique for HMPAO-SPECT imaging of Alzheimer's patients.
Proceedings of the Medical Imaging 2000: Image Processing, 2000
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2000