How does ImpriMed predict drug responses?

Our predictions are made by artificial intelligence (AI) models trained to predict clinical outcomes from patient data inputs.

Clinical outcomes collected from oncologists include reports of progressive disease, stable disease, partial response, and complete response.

Patient data used as inputs by the AI models include readings from our live-cell drug sensitivity assay, flow cytometry, PARR, and patient information.Models are re-trained periodically to incorporate new data and refine performance.

Other Questions

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What is the successful prediction rate for this test?

Positive predictive values for our AI-based drug response predictions are 80% or higher.

For patients who already have flow cytometry, can you just run the drug sensitivity profile?

No, we cannot run a drug sensitivity-only service. Please understand our AI-based drug response prediction models require flow cytometry and PARR parameters generated from our own instrumental setting. Even if the patient already has flow cytometry results from another laboratory, we need to run flow and PARR again anyway.

How does ImpriMed predict drug responses?

Our predictions are made by artificial intelligence (AI) models trained to predict clinical outcomes from patient data inputs. Clinical outcomes collected from oncologists include reports of progressive disease, stable disease, partial response, and complete response. Patient data used as inputs by the AI models include readings from our live-cell drug sensitivity assay, flow cytometry, PARR, and patient information.Models are re-trained periodically to incorporate new data and refine performance.

When can I expect to receive the sample return boxes I requested online?

You can expect to receive the boxes in 7-12 days via FedEx Ground.

How do I collect an FNA sample?

Disinfect the skin with alcohol (70%) at the planned needle puncture site. Insert a 20-gauge needle (without syringe) into an enlarged lymph node and perform 15 - 20 aspirations using an aggressive “woodpecker style” technique. (Click to Read More)