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MediClassify: A High-Accuracy Multimodal Classification System for Medical Paper Abstracts

Open In Colab

  • Engineered and trained a multimodal classifier combining NLP and structured data approaches using TensorFlow and Scikit-Learn, achieving 96% accuracy in classifying medical paper abstracts
  • Employed BERT embeddings, ensemble methods to improve robustness and accuracy for complex medical text analysis

Model Architecture