Deep learning based bone removal in computed tomography angiography

M Chen, TS Kim, J Kretschmer, S Seifert… - US Patent …, 2020 - Google Patents
(57) ABSTRACT A method and apparatus for deep learning based automatic bone removal
in medical images, such as computed tomog raphy angiography (CTA) volumes, is …

System and methods for image segmentation using convolutional neural network

J Xu, X Han - US Patent 10,346,986, 2019 - Google Patents
The present disclosure relates to systems, methods, devices, and non-transitory computer-
readable storage medium for segmenting three-dimensional images. In one implementation …

Convolutional neural networks for efficient tissue segmentation

BD Hoffman, GA Richmond, S Sen - US Patent 12,045,318, 2024 - Google Patents
An imaging system is provided for pixel-level segmentation of images comprising: a camera
to capture images of an anatomical object and to represent the images in two-dimensional …

Automatic segmentation process of a 3D medical image by several neural networks through structured convolution according to the geometry of the 3D medical image

L Soler, N Thome, A Hostettler… - US Patent 11,551,362, 2023 - Google Patents
This invention concerns an automatic segmentation method of features, such as anatomical
and pathological structures or instruments, which are visible in a 3D medical image of a …

Automatic segmentation process of a 3D medical image by one or several neural networks through structured convolution according to the anatomic geometry of the …

L Soler, N Thome, A Hostettler… - US Patent 11,288,812, 2022 - Google Patents
This invention concerns an automatic segmentation method of a medical image making use
of a knowledge database containing information about the anatomical and pathological …

Apparatus, method, and program for training discriminator discriminating disease region, discriminator discriminating disease region, disease region discrimination …

S Akahori - US Patent 11,244,455, 2022 - Google Patents
US11244455B2 - Apparatus, method, and program for training discriminator discriminating
disease region, discriminator discriminating disease region, disease region discrimination …

Shape estimating apparatus

T Ando - US Patent 11,036,965, 2021 - Google Patents
A shape estimating apparatus includes an acquiring unit and an estimating unit. The
acquiring unit is configured to acquire a two-dimensional image. The estimating unit has …