LORIS 
A 
LOgistic
Regression-based
Immunotherapy-response
Score
This tool calculates the likelihood of patient response to immunotherapy.
This tool utilizes common clinical, pathological, and genetic factors to estimate the likelihood of a patient's response to immune checkpoint blockade therapies. These therapies include anti-PD-1, anti-PD-L1, and combinations with anti-CTLA-4, which are used in treating various types of cancer.
Patients with complete or partial responses are classified as responders, while those with progressive or stable disease are non-responders. Response evaluations follow the Response Evaluation Criteria in Solid Tumors (RECIST version 1.1), a widely used standard by healthcare professionals to monitor treatment effectiveness based on changes in tumor size and appearance.
Please note that LORIS is a research tool designed for community service. Please see the Original Publication for details on model development and evaluations.
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Disclaimer: This tool is NOT approved by the FDA or any other regulatory bodies and should not replace professional medical advice.