Systems, methods, and apparatuses for implementing a multi-resolution neural network for use with imaging intensive applications including medical imaging
J Liang, Z Zhou, MMR Siddiquee… - US Patent …, 2021 - Google Patents
Disclosed are provided systems, methods, and apparatuses for implementing a multi-
resolution neural network for use with imaging intensive applications including medical …
resolution neural network for use with imaging intensive applications including medical …
Systems, methods, and/or media, for selecting candidates for annotation for use in training a classifier
J Liang, Z Zhou, J Shin - US Patent 12,118,455, 2024 - Google Patents
Abstract Systems for selecting candidates for labelling and use in training a convolutional
neural network (CNN) are provided, the systems comprising: a memory device; and at least …
neural network (CNN) are provided, the systems comprising: a memory device; and at least …
Three-dimensional image, electronic device and storage medium
H Ding, G Huo, J Lu, Y Huang - US Patent 12,118,689, 2024 - Google Patents
A method and an apparatus for augmenting data of a three-dimensional image, an
electronic device and a storage medium are provided. The method includes acquiring at …
electronic device and a storage medium are provided. The method includes acquiring at …
Systems, methods, and apparatuses for actively and continually fine-tuning convolutional neural networks to reduce annotation requirements
Z Zhou, J Shin, J Liang - US Patent App. 17/698,805, 2022 - Google Patents
(CNNs) in computer vision is largely attributable to the availability of massive annotated
datasets, such as ImageNet and Places. However, it is tedious, laborious, and time …
datasets, such as ImageNet and Places. However, it is tedious, laborious, and time …
Image processing system and image processing method
J Ando - US Patent 11,721,086, 2023 - Google Patents
An image processing system includes a memory storing a training image set and a
reference image set, and a processor including hardware. The processor is configured to …
reference image set, and a processor including hardware. The processor is configured to …
Methods, systems, and media for selecting candidates for annotation for use in training classifiers
J Liang, Z Zhou, J Shin - US Patent 10,956,785, 2021 - Google Patents
Methods, systems, and media for selecting candidates for annotation for use in training
classifiers are provided. In some embodiments, the method comprises: identifying, for a …
classifiers are provided. In some embodiments, the method comprises: identifying, for a …