A weakly supervised transformer for rare disease diagnosis and subphenotyping from EHRs with pulmonary case studies - Top-Institutions - MDSpire

A weakly supervised transformer for rare disease diagnosis and subphenotyping from EHRs with pulmonary case studies

  • By

  • Kimberly F. Greco

  • Zongxin Yang

  • Mengyan Li

  • Han Tong

  • Sara Morini Sweet

  • Alon Geva

  • Kenneth D. Mandl

  • Benjamin A. Raby

  • Tianxi Cai

  • February 6, 2026

  • 0 min

Share

Top Institutions in Dermatology

Brief introduction explaining scope and methodology.

  • #1

    Boston Children's Hospital
    Boston Children's Hospital

    Boston, MA

    Key Differentiators

    • Pediatric Rare Diseases
    • Clinical Informatics
    • Machine Learning

  • #2

    Stanford University School of Medicine
    Stanford University School of Medicine

    Stanford, CA

    Key Differentiators

    • Biomedical Informatics
    • Rare Disease Genomics
    • Machine Learning

  • #3

    Johns Hopkins University School of Medicine
    Johns Hopkins University School of Medicine

    Baltimore, MD

    Key Differentiators

    • Clinical Informatics
    • Rare Disease Research
    • Data Science

  • #4

    Mayo Clinic
    Mayo Clinic

    Rochester, MN

    Key Differentiators

    • Rare Diseases
    • Clinical Data Analytics
    • Artificial Intelligence

  • #5

    University of California, San Francisco (UCSF)
    University of California, San Francisco (UCSF)

    San Francisco, CA

    Key Differentiators

    • Clinical Informatics
    • Rare Disease Diagnostics
    • Machine Learning

Original Source(s)

A weakly supervised transformer for rare disease diagnosis and subphenotyping from EHRs with pulmonary case studies

  • by Kimberly F. Greco, Zongxin Yang, Mengyan Li, Han Tong, Sara Morini Sweet, Alon Geva, Kenneth D. Mandl, Benjamin A. Raby, Tianxi Cai

  • February 6, 2026

Related Content

MDA5-related juvenile dermatomyositis and interstitial lung disease: Transitioning from rapid progression to a quiescent state in three pediatric cases from South Africa, along with a literature review.

Curbing Drug-Related Halitosis for Closer Moments

Individuals who have drug-related halitosis may need to take additional steps to prioritize oral health before intimate encounters.

Afro-Textured Hair: Clinical Framework for Care

Investigators examine clinician communication, updated hair classification, and culturally informed care in Afro-textured hair.