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The Age of BioInformatics: Part 2

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Next-generation sequencing (NGS) platforms have dramatically increased the speed and reduced the cost of DNA sequencing, leading to the generation of vast amounts of genomic data. Integrating and analyzing data from multiple platforms and experiments pose challenges due to data formats, normalization techniques, and data quality differences.

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Beyond Text: Multi-Modal Learning with Large Language Models

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Hybrid Models : Researchers are exploring hybrid models that combine the strengths of LLMs with specialized neural networks designed for image processing (convolutional neural networks or CNNs) or audio analysis (recurrent neural networks or RNNs).