Method and system for anatomical object detection using marginal space deep neural networks
(57) ABSTRACT A method and system for anatomical object detection using marginal space
deep neural networks is disclosed. The pose parameter space for an anatomical object is …
deep neural networks is disclosed. The pose parameter space for an anatomical object is …
Method and system for anatomical object detection using marginal space deep neural networks
Gustavo Carneiro et al:“Multiple dynamic models for tracking the left ventricle of the heart
from ultrasound data using particle filters and deep learning architectures”, 2010 IEEE …
from ultrasound data using particle filters and deep learning architectures”, 2010 IEEE …
Automated cardiac volume segmentation
DI Golden, J Axerio-Cilies, M Le, TA Taerum… - US Patent …, 2020 - Google Patents
G01R33/5608—Data processing and visualization specially adapted for MR, eg for feature
analysis and pattern recognition on the basis of measured MR data, segmentation of …
analysis and pattern recognition on the basis of measured MR data, segmentation of …
Method and system for approximating deep neural networks for anatomical object detection
A method and system for approximating a deep neural network for anatomical object
detection is discloses. A deep neural network is trained to detect an anatomical object in …
detection is discloses. A deep neural network is trained to detect an anatomical object in …
Synthetic data-driven hemodynamic determination in medical imaging
In hemodynamic determination in medical imaging, the clas sifier is trained from Synthetic
data rather than relying on training data from other patients. A computer model (in silico) …
data rather than relying on training data from other patients. A computer model (in silico) …
Methods and systems for training and validating quantitative imaging biomarkers
AJ Buckler, K Johnson, X Ma, KA Moulton… - US Patent …, 2021 - Google Patents
Abstract Systems and methods for analyzing pathologies utilizing quantitative imaging are
presented herein. Advantageously, the systems and methods of the present disclosure …
presented herein. Advantageously, the systems and methods of the present disclosure …
Quantitative imaging for cancer subtype
AJ Buckler, K Johnson, X Ma, KA Moulton… - US Patent …, 2021 - Google Patents
Abstract Systems and methods for analyzing pathologies utilizing quantitative imaging are
presented herein. Advantageously, the systems and methods of the present disclosure …
presented herein. Advantageously, the systems and methods of the present disclosure …
Method and system for purely geometric machine learning based fractional flow reserve
A method and system for determining hemodynamic indices, such as fractional flow reserve
(FFR), for a location of interest in a coronary artery of a patient is disclosed. Medical image …
(FFR), for a location of interest in a coronary artery of a patient is disclosed. Medical image …
Systems and method for computer-aided phenotyping (CAP) using radiologic images
AJ Buckler, K Johnson, X Ma, KA Moulton… - US Patent …, 2021 - Google Patents
Abstract Systems and methods for analyzing pathologies utilizing quantitative imaging are
presented herein. Advantageously, the systems and methods of the present disclosure …
presented herein. Advantageously, the systems and methods of the present disclosure …
Quantitative imaging for determining time to adverse event (TTE)
AJ Buckler, K Johnson, X Ma, KA Moulton… - US Patent …, 2021 - Google Patents
Abstract Systems and methods for analyzing pathologies utilizing quantitative imaging are
presented herein. Advantageously, the systems and methods of the present disclosure …
presented herein. Advantageously, the systems and methods of the present disclosure …