Is external validation mandatory in ML models?

STEM

As a reviewer I keep on getting asked to read articles where the authors are training ML models in order to predict diagnosis/medical complications (human medicine). I keep on coming across papers which lack external validation of the algorithms, which I find to be important. They are acknowledging this fact as limitations in the discussions section, but I wonder if this is enough?

Posted Aug 4, 2026, 9:02 AM UTC

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