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Updated: Jan 26, 2026

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在低资源条件下使用转移学习和对比学习加上XAI来检测状细胞疾病

Jay Patel1, H Muralikrishna2, Krishnaraj Chadaga1

  • 1Manipal Institute of Technology, Manipal Academy of Higher Education, Manipal, India.

Scientific reports
|January 24, 2026
PubMed
概括

转移学习和对比学习显著改善了用于状细胞疾病 (SCD) 检测的深度学习模型,即使数据有限. 这些先进的方法提高了临床应用中的准确性和可靠性.

关键词:
这是一种对比学习.可解释的人工智能良好的健康和福祉.机器学习 机器学习状细胞疾病检测检测转移学习的学习

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