The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Oct. 05, 2021
Filed:
Dec. 18, 2019
Chung Yuan Christian University, Taoyuan, TW;
Riken, Wako, JP;
Hideo Yokota, Wako, JP;
Kuniya Abe, Tsukuba, JP;
Ming-Dar Tsai, Taoyuan, TW;
Slo-Li Chu, Taoyuan, TW;
Yuan-Hsiang Chang, Taoyuan, TW;
CHUNG YUAN CHRISTIAN UNIVERSITY, Taoyuan, TW;
RIKEN, Wako, JP;
Abstract
Disclosed herein are methods for predicting the reprogramming process of cells from a microscopic image of one or more cells. According to some embodiments, the method includes capturing an image of region of interest (ROI) of every pixel of the microscopic image, followed by processing the ROI image with a trained convolutional neural network (CNN) model and a trained long short-term memory (LSTM) network so as to obtain predicted probability maps. Also disclosed herein are a storage medium and a system for executing the present methods.