Dental image quality prediction platform using domain specific artificial intelligence
V Kearney, H Hekmatian, A Sadat - US Patent 11,366,985, 2022 - Google Patents
In medicine and dentistry, image quality affects computer vision accuracy. However, some
problems are more tolerant of noise depending on disease severity and radiographic …
problems are more tolerant of noise depending on disease severity and radiographic …
Dental image synthesis using generative adversarial networks with semantic activation blocks
V Kearney, H Hekmatian, S Chan, A Sadat - US Patent 11,367,188, 2022 - Google Patents
A GAN is trained to process input images and produce a synthetic dental image. The GAN
further takes masks as inputs with each image, the masks labeling pixels of the image …
further takes masks as inputs with each image, the masks labeling pixels of the image …
Artificial intelligence platform for determining dental readiness
A comprehensive dental readiness platform is presented. Dental patient data including an
image, proposed treatments, and a dental form are received and processed by first machine …
image, proposed treatments, and a dental form are received and processed by first machine …
Generative adversarial network for dental image super-resolution, image sharpening, and denoising
V Kearney, H Hekmatian, A Sadat - US Patent 11,398,013, 2022 - Google Patents
A novel GAN is trained to predict high fidelity synthetic images based on low quality input
dental images. The GAN further takes input anatomic masks as inputs with each image, the …
dental images. The GAN further takes input anatomic masks as inputs with each image, the …
Utilizing a joint-learning self-distillation framework for improving text sequential labeling machine-learning models
This disclosure describes one or more implementations of a text sequence labeling system
that accurately and efficiently utilize a joint-learning self-distillation approach to improve text …
that accurately and efficiently utilize a joint-learning self-distillation approach to improve text …
System and methods for restorative dentistry treatment planning using adversarial learning
V Kearney, A Sadat - US Patent 11,311,247, 2022 - Google Patents
Training a generator includes processing a dental image using the generator to obtain a
synthetic pathology label, such has a pixel mask indicating portions of the dental image …
synthetic pathology label, such has a pixel mask indicating portions of the dental image …
Inpainting dental images with missing anatomy
V Kearney, H Hekmatian, A Sadat - US Patent 11,276,151, 2022 - Google Patents
Dental images are processed according to a first machine learning model to determine teeth
labels. The teeth labels and image are processed using a second machine learning model …
labels. The teeth labels and image are processed using a second machine learning model …
Speech filtering for masks
SA Amman, CM Neubecker, J Wheeler… - US Patent …, 2022 - Google Patents
A computer includes a processor and a memory storing instructions executable by the
processor to receive sensor data of an occupant of a vehicle, identify a type of mask worn by …
processor to receive sensor data of an occupant of a vehicle, identify a type of mask worn by …
Methods and Systems for Managed Authorization Routing
A Lentini - US Patent App. 17/540,459, 2023 - Google Patents
Described herein is a system, method, and non-transitory computer-readable medium for
managed authorization routing to identify, mitigate, and prevent potential issues that may …
managed authorization routing to identify, mitigate, and prevent potential issues that may …
System and method for classification of dental health based on digital imagery
A Moheb - US Patent App. 18/133,679, 2023 - Google Patents
Embodiments of this novel invention seek to address the problems described above by
using a device that employs dental imagery of various form to measure certain critical …
using a device that employs dental imagery of various form to measure certain critical …