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Papers of the Week
An evolving machine-learning-based algorithm to early predict response to anti-CGRP monoclonal antibodies in patients with migraine.
Authors
Romozzi M, Lokhandwala A, Vollono C, Vigani G, Burgalassi A, García-Azorín D, Calabresi P, Chiarugi A, Geppetti P, Iannone LFAbstract
The present study aimed to determine whether machine-learning (ML)-based models can predict 3-, 6, and 12-month responses to the monoclonal antibodies (mAbs) against the calcitonin gene-related peptide (CGRP) or its receptor (anti-CGRPmAbs) in patients with migraine using early predictors (up to one month) and to create an evolving prediction tool.