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Among these, Bidirectional Encoder Representations from Transformers (BERT) has achieved notable success by applying bidirectional training to understand the context surrounding each word, significantly improving performance in a wide range of NLP tasks [87, 88]

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The parameters hair density [1/cm 2 ], anagen hair [%], telogen hair [%], proportion of vellus hair [%] and proportion of terminal hair [%] are determined using the TrichoScan HD software