Ground-truth preparation in medical project
We developed a ground-truth preparation process for medical imaging projects where we use machine learning algorithms.
The model operation results are conditional on the quality of learning data and their relevant preparation.
The objective data prepared in the appropriate way which will be used to teach the model will guarantee the anticipated results. And excellent results are the success of the whole enterprise.
Preparing data for training medical algorithms – our offer
![ai_drawing](https://graylight-imaging.com/wp-content/uploads/2024/05/ai_drawing.png)
![GLI_icon_wykres_lupa](https://graylight-imaging.com/wp-content/uploads/2023/07/GLI_icon_wykres_lupa.png)
![GLI_icon_czasteczki](https://graylight-imaging.com/wp-content/uploads/2023/12/GLI_icon_czasteczki.png)
Pipeline
High degree of objectivity
Experienced radiologists
Model validation
We have organized the whole pipeline including both data annotation and verification of these annotations’ accuracy.
Our process allows us to ensure a high degree of objectivity in the analysis of a given study and to eliminate the risk related to an incorrect assessment resulting from personal experience of a given doctor.
We engage experienced radiologists with the expertise necessary to analyze a given study properly to prepare the data.
The test used for model validation and the test annotations are verified in three stages.
Preparing data for training medical algorithms – our offer
![ai_drawing](https://graylight-imaging.com/wp-content/uploads/2024/05/ai_drawing.png)
Pipeline
We have organized the whole pipeline including both data annotation and verification of these annotations’ accuracy.
![GLI_icon_wykres_lupa](https://graylight-imaging.com/wp-content/uploads/2023/07/GLI_icon_wykres_lupa.png)
High degree of objectivity
Our process allows us to ensure a high degree of objectivity in the analysis of a given study and to eliminate the risk related to an incorrect assessment resulting from personal experience of a given doctor.
Experienced radiologists
We engage experienced radiologists with the expertise necessary to analyze a given study properly to prepare the data.
![GLI_icon_czasteczki](https://graylight-imaging.com/wp-content/uploads/2023/12/GLI_icon_czasteczki.png)
Model validation
The test used for model validation and the test annotations are verified in three stages.
Why Graylight Imaging
We have organized the whole pipeline including both data annotation and verification of these annotations’ accuracy.
We engage experienced radiologists with the expertise necessary to analyze a given study properly to prepare the data.
Our process allows us to ensure a high degree of objectivity in the analysis of a given study and to eliminate the risk related to an incorrect assessment resulting from personal experience of a given doctor.
The test used for model validation and the test annotations are verified in three stages.
The pipeline of ground-truth preparation in medical project
Why Graylight Imaging
We have organized the whole pipeline including both data annotation and verification of these annotations’ accuracy.
We engage experienced radiologists with the expertise necessary to analyze a given study properly to prepare the data.
Our process allows us to ensure a high degree of objectivity in the analysis of a given study and to eliminate the risk related to an incorrect assessment resulting from personal experience of a given doctor.
The test used for model validation and the test annotations are verified in three stages.
Learn more about our competences
Learn more about our competences
Let’s work on your challenges together!
![Przemyslaw Urbanski](https://graylight-imaging.com/wp-content/uploads/2024/05/Przemyslaw-Urbanski.jpg)
Contact us:
![Przemyslaw Urbanski](https://graylight-imaging.com/wp-content/uploads/2024/05/Przemyslaw-Urbanski.jpg)
Let’s work on your challenges together!
Contact us:
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