LoRA fine-tuning delivers better GI disease classification accuracy than full end-to-end fine-tuning while using far fewer parameters.
The limits of fair medical imag- ing ai in real-world generalization.Nature medicine, 30(10): 2838–2848, 2024
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Parameter Efficient Fine-tuning for Domain-specific Gastrointestinal Disease Recognition
LoRA fine-tuning delivers better GI disease classification accuracy than full end-to-end fine-tuning while using far fewer parameters.