Medical image processing method, apparatus, and device, medium, and endoscope

FU Xinghui, H Zheng, QIU Junwen… - US Patent App. 17 …, 2022 - Google Patents
An embodiment of the present disclosure provides a medical image processing method,
including: determining a target mask of a target object in a medical image and a reference …

Deep learning based image segmentation method including biodegradable stent in intravascular optical tomography image

NAM Hyeong-Soo, A Dolgov, S Lee, C Sogi… - US Patent …, 2024 - Google Patents
Disclosed is an image segmentation device. The image segmentation device may include: a
storage unit storing a segmentation model learned so as to segment at least one …

Method for cell image segmentation using scribble labels, recording medium and device for performing the method

W Jeong, H Lee - US Patent 11,908,133, 2024 - Google Patents
A cell image segmentation method using scribble labels includes iteratively pre-training via
an image segmentation network (U-Net) using a cell image and scribble labels indicating a …

Estimating the implicit likelihoods of generative adversarial networks

D Li, REN Shaogang, Z Zhixin, P Li - US Patent 11,783,198, 2023 - Google Patents
The thriving of deep models and generative models provides approaches to model high
dimensional distributions. Generative adversarial networks (GANs) can approximate data …