Daniel S. Berman
Orcid: 0000-0002-3793-9578Affiliations:
- Cedars-Sinai Medical Center, Department of Imaging
According to our database1,
Daniel S. Berman
authored at least 33 papers
between 2009 and 2024.
Collaborative distances:
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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
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
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
2020
MutaGAN: A Seq2seq GAN Framework to Predict Mutations of Evolving Protein Populations.
CoRR, 2020
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
2017
Proceedings of the 12th Annual Conference on Cyber and Information Security Research, 2017
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
IEEE J. Biomed. Health Informatics, 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
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
2011
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
2010
Proceedings of the Medical Imaging 2010: Image Processing, 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
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010
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