Transfer Learning in Gene Networks: Advancing Predictions

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Explore the transformative impact of transfer learning in biology, highlighting Geneformer, a deep learning model pre-trained on extensive genomic data. Learn about its applications in gene regulation prediction, chromatin dynamics forecasting, and therapeutic validation, addressing challenges in rare disease research. Discuss the advancements in gene network understanding and opportunities for innovation in data-limited scenarios.