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13 followers · 2 following
  • Germany

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muskaan712/README.md
  • 👋 Hi, I’m @muskaan712
  • I am a Master's student in Computer Science at Universität Bonn, specializing in machine learning and self-supervised learning. Currently, I serve as a Research Assistant in the Applied Machine Learning Lab, focusing on human brain image interpretation techniques. I am passionate about advancing AI-driven solutions for medical applications. Areas of Impact:
  • Previously, at ZB Med (Uniklinikum Köln), I developed FAIR-compliant ontologies for research software and a recommendation system.
  • At EISLAB, Luleå University of Technology, I worked on contrastive learning frameworks for diabetic retinopathy detection, achieving state-of-the-art results.
  • My research has been published in conferences like ICIP and IJCNN, and I hold a patent for a real-time pothole detection system.
  • 📫 You can reach me at [email protected]

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  1. Domain-Adaptable-Self-Supervised-Representation-Learning-on-Remote-Sensing-Satellite-Imagery Domain-Adaptable-Self-Supervised-Representation-Learning-on-Remote-Sensing-Satellite-Imagery Public

    Python 1 1

  2. Functional_Knowledge_Transfer_SSL Functional_Knowledge_Transfer_SSL Public

    Forked from prakashchhipa/Functional_Knowledge_Transfer_SSL

    Functional Knowledge Transfer with Self-supervised Representation Learning (ICIP 2023)

    Python 1

  3. Self-Informed-Cross-Correlation-for-Variance-and-Invariance-in-Medical-Representation-Learning Self-Informed-Cross-Correlation-for-Variance-and-Invariance-in-Medical-Representation-Learning Public

    Python

  4. prakashchhipa/Learning-Self-Supervised-Representations-for-Label-Efficient-Cross-Domain-Knowledge-Transfer-on-DRF prakashchhipa/Learning-Self-Supervised-Representations-for-Label-Efficient-Cross-Domain-Knowledge-Transfer-on-DRF Public

    Learning Self-Supervised Representations for Label Efficient Cross-Domain Knowledge Transfer on Diabetic Retinopathy Fundus Images (IJCNN 2023)

    Python 5