1. arXiv
    Guidelines and Evaluation for Clinical Explainable AI in Medical Image Analysis
    Jin, Weina, Li, Xiaoxiao, Fatehi, Mostafa, and Hamarneh, Ghassan
    Under revision at Medical Image Analysis 2022
  2. AAAI
    Evaluating Explainable AI on a Multi-Modal Medical Imaging Task: Can Existing Algorithms Fulfill Clinical Requirements?
    Jin, Weina, Li, Xiaoxiao, and Hamarneh, Ghassan
    Proceedings of the AAAI Conference on Artificial Intelligence Jun 2022

    Acceptance rate: 15%

  3. What Explanations Do Doctors Require From Artificial Intelligence?
    Jin, Weina, and Hamarneh, Ghassan
    Manuscript in preparation Jun 2022
  4. Assessing the Clinical Utility of Artificial Intelligence Assistance and its Explanation on Glioma Grading Task
    Jin, Weina, Fatehi, Mostafa, and Hamarneh, Ghassan
    In submission to Neuro-Oncology Jun 2022

    Weina Jin and Mostafa Fatehi are co-first authors


  1. ICML-w
    One Map Does Not Fit All: Evaluating Saliency Map Explanation on Multi-Modal Medical Images
    Jin, Weina, Li, Xiaoxiao, and Hamarneh, Ghassan
    ICML 2021 Workshop on Interpretable Machine Learning in Healthcare Jun 2021

    Spotlight paper (top 10%), oral presentation

  2. arXiv
    EUCA: the End-User-Centered Explainable AI Framework
    Jin, Weina, Fan, Jianyu, Gromala, Diane, Pasquier, Philippe, and Hamarneh, Ghassan
    Jun 2021


  1. JNE
    Artificial Intelligence in Glioma Imaging: Challenges and Advances
    Jin, Weina, Fatehi, Mostafa, Abhishek, Kumar, Mallya, Mayur, Toyota, Brian, and Hamarneh, Ghassan
    Journal of Neural Engineering Apr 2020


  1. IEEE VIS poster
    Bridging AI Developers and End Users: an End-User-Centred Explainable AI Taxonomy and Visual Vocabularies
    Jin, Weina, Carpendale, Sheelagh, Hamarneh, Ghassan, and Gromala, Diane
    In IEEE VIS 2019 Conference Poster Abstract Apr 2019

    VIS Best Poster Presentation Award


    Automatic Prediction of Cybersickness for Virtual Reality Games
    Jin, Weina, Fan, Jianyu, Gromala, Diane, and Pasquier, Philippe
    In 2018 IEEE Games, Entertainment, Media Conference (GEM) Apr 2018


  1. CSCW poster
    A Collaborative Visualization Tool to Support Doctors’ Shared Decision-Making on Antibiotic Prescription
    Jin, Weina, Gromala, Diane, Neustaedter, Carman, and Tong, Xin
    In Companion of the 2017 ACM Conference on Computer Supported Cooperative Work and Social Computing Apr 2017


  1. CHI poster
    AS IF: A Game as an Empathy Tool for Experiencing the Activity Limitations of Chronic Pain Patients
    Jin, Weina, Ulas, Servet, and Tong, Xin
    In Proceedings of the 2016 CHI Conference Extended Abstracts on Human Factors in Computing Systems Apr 2016

    CHI Student Game Competition Finalist


  1. IEEE GEM poster
    Serious game for serious disease: Diminishing stigma of depression via game experience
    Jin, Weina, Gromala, Diane, and Tong, Xin
    In 2015 IEEE Games Entertainment Media Conference (GEM) Apr 2015