Back to results
US 2025/0209239 A1Published application
Method and system for forecasting cell structure state
AssigneeCellVoyant Technologies Limited
InventorsSaad Mohammad, Rickard Sjögren, Edward Ren, Rafael Edgardo Carazo Salas, Elisa Pedone
Life of this patent
Estimating the term…
Abstract
Provided herein are methods and computing systems for predicting a future state of a cell culture based on a current state of a cell culture.
Claims33
A method of predicting a future state of a cell culture based on a current state of the cell culture, the method comprising:
- (a) receiving, by one or more processors, a request for a yield of a target cell type at a specific time in the future;
- (b) receiving, by the one or more processors, one or more images of a cell culture of the target cell type, wherein each of the one or more images include discrete image frames of the cell culture captured in real-time by an image pickup device;
- (c) providing, by the one or more processors, the one or more images of the cell culture to a machine learning system;
- (d) generating, by the machine learning system, a mathematical representation of each of the one or more images of the cell culture;
- (e) aggregating, by the machine learning system, temporal information based on the mathematical representation of each of the one or more images of the cell culture to generate spatio-temporal information;
- (f) predicting, by the machine learning system, the yield of the target cell type at the specific time in the future based on the spatio-temporal information;
- and
- (g) sending, by the one or more processors, the yield of the target cell type at the specific time to a communication device,
- wherein the communication device is configured to render the target cell type at the specific time on an output device.
6 more elements
A computing system for predicting a future state of a cell culture based on a current state of the cell culture, the system comprising:
- (a) a receiver configured to receive from a communication device a request for a yield of a target cell type at a specific time in the future;
- (b) one or more processors configured to receive one or more images of a cell culture of the target cell type, wherein each of the one or more images include discrete image frames of the cell culture captured in real-time by an image pickup device;
- (c) a machine learning system configured to
- receive the one or more images of the cell culture to a machine learning system,
- generate a mathematical representation of each of the one or more images of the cell culture,
- aggregate temporal information based on the mathematical representation of each of the one or more images of the cell culture to generate spatio-temporal information,
- predict the yield of the target cell type at the specific time in the future based on the spatio-temporal information;
- and
- (d) a transmitter configured to send the yield of the target cell type at the specific time to a communication device.
6 more elements
A non-transitory computer readable storage medium storing one or more programs, the one or more programs comprising instructions, which, when executed by one or more processors, perform:
- (a) receiving, by the one or more processors, a request for a yield of a target cell type at a specific time in the future;
- (b) receiving, by the one or more processors, one or more images of a cell culture of the target cell type, wherein each of the one or more images include discrete image frames of the cell culture captured in real-time by an image pickup device;
- (c) providing, by the one or more processors, the one or more images of the cell culture to a machine learning system;
- (d) generating, by the machine learning system, a mathematical representation of each of the one or more images of the cell culture;
- (e) aggregating, by the machine learning system, temporal information based on the mathematical representation of each of the one or more images of the cell culture to generate spatio-temporal information;
- (f) predicting, by the machine learning system, the yield of the target cell type at the specific time in the future based on the spatio-temporal information;
- and
- (g) sending, by the one or more processors, the yield of the target cell type at the specific time to a communication device,
- wherein the communication device is configured to render the target cell type at the specific time on an output device.
6 more elements
Dependencies are inferred from the claim text.