Misuse index for explainable artificial intelligence in computing environments

GJ Anderson, R Poornachandran, K Doshi - US Patent 11,710,034, 2023 - Google Patents
A mechanism is described for facilitating misuse index for explainable artificial intelligence
in computing environments, according to one embodiment. A method of embodiments, as …

Cone-beam CT image enhancement using generative adversarial networks

J Xu, X Han - US Patent 11,501,438, 2022 - Google Patents
Techniques for generating an enhanced cone-beam com puted tomography (CBCT) image
using a trained model are provided. A CBCT image of a subject is received. a synthetic …

Systems and methods for improved analysis and generation of medical imaging reports

T Glottmann, SY Pfeffer, A Blumenfeld - US Patent 11,380,432, 2022 - Google Patents
Abstract Systems and methods for the improved analysis and generation of medical imaging
reports are disclosed. In particular, the present disclosure provides systems and methods …

Magnetic resonance imaging quality classification based on deep machine-learning to account for less training data

S Braun, B Mailhe, X Chen, BL Odry… - US Patent …, 2021 - Google Patents
For classifying magnetic resonance image quality or training to classify magnetic resonance
image quality, deep learning is used to learn features distinguishing between corrupt …

Image quality improvement in cone beam computed tomography images using deep convolutional neural networks

J Xu, X Han - US Patent 11,080,901, 2021 - Google Patents
Abstract Systems and methods include training a deep convolutional neural network
(DCNN) to reduce one or more artifacts using a projection space or an image space …

Image reconstruction using machine learning regularizers

C Atria, N Ramesh, D Yatsenko - US Patent 11,610,346, 2023 - Google Patents
the use of machine learning in post processing of tomographic reconstruction to improve
reconstruction has resulted in either accepting training data bias introduced by a machine …

Sct image generation using cyclegan with deformable layers

J Xu - US Patent App. 17/594,438, 2022 - Google Patents
Techniques for generating a synthetic computed tomography (SCT) image from a cone-
beam computed tomography (CBCT) image are provided. The techniques include receiv ing …

Sinogram-based scattered ray correction in computer tomography

M Petersilka - US Patent 10,542,944, 2020 - Google Patents
(57) ABSTRACT A method is for scattered ray correction of projection measurement data
recorded by a computer tomography system. In an embodiment, the method includes …

Tomographic image reconstruction using artificial intelligence (AI) engines

P Paysan, MH Benjamin, J Nord, SP Perttu… - US Patent …, 2022 - Google Patents
Example methods and systems for tomographic image reconstruction are provided. One
example method may comprise: obtaining two-dimensional (2D) projection data and …

Method and system for compensating for motion artifacts by means of machine learning

T Allmendinger, B Schmidt - US Patent 10,776,917, 2020 - Google Patents
A method is for training a convolutional neural network of a compensation unit. The method
includes: provisioning a machine learning device, the machine learning device being …