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doi: 10.1016/j.neurol.2021.12.007 8

doi: 10.1097/dad.0000000000001353

Experimental evaluations demonstrate that the proposed LSTM-CNN hybrid model achieves superior performance compared to traditional single-architecture approaches, improving classification accuracy and reliability

When the skin is exposed to ultraviolet radiation (UVR), it causes DNA damage in the epidermal cells

A potential confounding melanomagenic effect from ambient lighting was eliminated when the experiment was repeated in a light environment devoid of any ultraviolet radiation
