publications

2025

  1. medicalnarratives_preview.gif
    MedicalNarratives: Connecting Medical Vision and Language with Localized Narratives
    Kevin Zhang*, Wisdom O. Ikezogwo*, Mehmet Saygin Seyfioglu, Fatemeh Ghezloo, Linda Shapiro, and Ranjay Krishna
    NeurIPS 2025
    arXiv website
  2. medblink_preview.png
    MedBLINK: Probing Basic Perception in Multimodal Language Models for Medicine
    Kevin Zhang*, Mahtab Bigverdi*, Wisdom Ikezogwo*, Hyewon Jeong, Mingyu Lu, Sungjae Cho, Linda Shapiro, and Ranjay Krishna
    CVAMD 2025
    arXiv website
  3. WTSA
    Using AI and Digital Stethoscope Technology for RHD Detection in Low- and Middle-Income Countries
    Kevin Zhang, Angela Pal, Mackenzie Adcox, Rache Mureau Haines, Taylor Kae Young, Michael Mulligan, Jeanne DeCara, David Zhang, and Jay Pal
    Western Thoracic Surgical Association 51st Annual Meeting Jun 2025
    Dana Point, CA
    website
  4. UW CTS Forum
    Leveraging AI and Digital Stethoscope Technology for Low EF Detection in Resource-Limited Settings
    Kevin Zhang, Angela Pal, Mackenzie Adcox, Rache Mureau Haines, Taylor Kae Young, Michael Mulligan, Jeanne DeCara, David Zhang, and Jay Pal
    33rd Annual Visiting Scholar in Cardiothoracic Surgery Case Presentation & Research Forum May 2025
    Seattle, WA
  5. PNW HF
    Leveraging AI and Digital Stethoscope Technology for Low EF Detection in Resource-Limited Settings
    Kevin Zhang, Angela Pal, Mackenzie Adcox, Rache Mureau Haines, Taylor Kae Young, Michael Mulligan, Jeanne DeCara, David Zhang, and Jay Pal
    PNW Heart Failure Conference 2025 Mar 2025
    Seattle, WA
  6. age_distribution_by_location_subplots.png
    Comprehensive Phenotypic and Institutional Variation in Contemporary TAVR Recipients: Insights from a Regional Multicenter Cohort
    Kevin Zhang, Amy Perez, Catherine Rehberger, Marie Tobianski, and Ming Zhang
    Transcatheter Cardiovascular Therapeutics (TCT) Oct 2025
    San Francisco, CA
  7. tb_transmission_by_age.png
    Tuberculosis Awareness and Misconceptions in Asian American and Pacific Islander Communities
    Kevin M. Zhang, Noah Razak, Eloy Alibin, Nicole Delos Santos, Edward Seto, Xuan Man, Mai Vi Hoang, David Zhang, and Raj Palraj
    IDWeek Oct 2025
    Atlanta, GA

2023

  1. ASAIO
    Explainable Machine Learning Analysis of Right Heart Failure After Left Ventricular Assist Device Implantation
    Arjun Bahl, Binish Qureshi, Kevin Zhang, Claudio Bravo, Claudius Mahr, and Song Li
    ASAIO Journal May 2023
    DOI
  2. WCPCCS
    Evaluation of Right Heart Failure After Left Ventricular Assist Device Placement in Children Using Explainable Machine Learning: An Analysis of the PediMACS Database
    D. M. Leone, Arjun Bahl, Kevin Zhang, H. Ahmed, and Song Li
    8th World Congress of Pediatric Cardiology & Cardiac Surgery May 2023
    Washington, DC

2022

  1. Bahl2022ASAIO.png
    Comprehensive Machine Learning Analysis of Pre-implantation Risk Factors for Right Heart Failure After LVAD Implantation
    Arjun Bahl, Binish G. Qureshi, Kevin Zhang, Claudio A. Bravo, Claudius Mahr, and Song Li
    ASAIO Journal Jun 2022
    DOI