首页|Researchers Submit Patent Application, "Assessment Method For Simulation Models In Microscopy", for Approval (USPTO 20240282127)
Researchers Submit Patent Application, "Assessment Method For Simulation Models In Microscopy", for Approval (USPTO 20240282127)
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By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News Daily News-From Washington, D.C., NewsRx journali sts report that a patent application by the inventors Amthor, Manuel (Jena, DE); Haase, Daniel (Jena, DE), filed on May 9, 2022, was made available online on Au gust 22, 2024. No assignee for this patent application has been made. News editors obtained the following quote from the background information suppli ed by the inventors: "The simulation models used for this may be, in particular, models on the basis of machine learning (ML models). Such simulation models are trained using data of atraining data set, in which case the data sets availabl e for this purpose are often severely limited and comprise, for example, only a specific type of samples and recording parameters. If a simulation model trained in this way is applied to hitherto unseen, i.e., to date unknown, image data, an inadequate quality of the prediction may arise. In this regard, artefacts may occur, for example, if the input data used for the relevant model differ signifi cantly from the training data.
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