Publications

📝 Blogs

  • Using Captum for Interpreting PyTorch Models in Production
    A technical guide on explainability and observability for ML pipelines in production.
    Medium

  • ThinkBot: Nudging Critical Thinking in Everyday AI Conversations
    Exploring Socratic prompting and persuasive design in LLM-driven educational tools.
    Medium

📖 Paper Publications

  • From Complexity to Clarity: AI/NLP’s Role in Regulatory Compliance
    Findings of the Association for Computational Linguistics 2025
    Jivitesh Jain, Nivedhitha Dhanasekaran, Mona Diab

  • GraphEHR: Heterogeneous Graph Neural Network for Electronic Health Records
    AI4CI Workshop, IJCAI 2024
    Juho Jung, Minyoung Choe, Kushagra Agarwal, Nivedhitha Dhanasekaran
    Paper Project Website

  • Machine Learning Algorithm for Histopathologic Analysis of Temporal Artery Biopsies
    ARVO 2023 & IOVS Journal
    David Hinkle, Bradley Thuro, Karthik Desingu, Nivedhitha Dhanasekaran, Naveena Yanamala
    Paper Poster

  • Localization Systems for Autonomous Operation of Underwater Robotic Vehicles: A Survey
    IEEE OCEANS 2022
    Nivedhitha Dhanasekaran, Karthik Desingu, Sakthivel Murugan S
    Paper Demo

  • Automated Detection of Giant Cell Arteritis Using Deep Learning
    Under Review @ NEJM
    Karthik Desingu, Bradley Thuro, Nivedhitha Dhanasekaran, Abhijit Bhattaru, Rohit Muralidhar, David M. Hinkle, Naveena Yanamala