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 does the ImpriMed Personalized Prediction Profile include?

The Personalized Prediction Profile includes our Immunoprofile report and anticancer drug response predictions generated by artificial intelligence models. The predictions include estimates of both (1) the likelihood of a positive clinical response (partial response/ complete remission) to individual anticancer drugs and (2) the likelihood complete remission after 1 or 2 cycles of CHOP therapy, and the likelihood of early relapse after a successful CHOP regimen. Outcome predictions are currently provided for 13 individual drugs that are commonly used in many first-line and rescue protocols for the treatment of canine lymphoma (including CHOP, LOPP, MOPP, LPP, Tavonea only, etc…). Predictions are included for Doxorubicin, Cyclophosphamide, Vincristine, Vinblastine, Prednisone, Rabacfosadine (Tanovea®), L-Asparaginase, Lomustine, Mitoxantrone, Mechlorethamine, Dexamethasone, Chlorambucil, and Melphalan.

For the blood tube submission– Do you request that on every patient, even if they don't have a leukemic component? And what type of blood tube do you request we send the sample in?

We require at least 2 mL of whole blood in an EDTA-treated tube.

We have a case coming in today we would really like to submit but don’t have transport media tubes; is there any other method we could do in order to submit a sample, such as aspirating and placing it in tube with serum?

Please use serum and saline that you would normally do when you send to other reference laboratories.

Does pet insurance cover ImpriMed?

Most pet insurance plans that cover cancer care will typically cover ImpriMed’s services. Please check with your insurance representative to see if your plan can cover the services.

Are patients on drug treatments when we look at the progression-free survival graph?

Yes, probably the patient would be taking some form of drug treatment when we look at the progression-free survival graph. Basically, the patients were not treatment free at the time.