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The Pathologist / Issues / 2026 / March / Hand Photos May Flag Rare Hormone Disorder
Endocrinology Clinical care Point of care testing Technology and innovation

Hand Photos May Flag Rare Hormone Disorder

Deep learning model identifies disease using dorsal hand images

03/23/2026 News 2 min read
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Top Institutions in Endocrinology

Leading institutions in endocrinology and medical AI research typically combine clinical expertise in hormone disorders with advanced computational methods such as deep learning and convolutional neural networks to develop diagnostic tools. Multicenter collaborations and large datasets are leveraged to validate AI models for clinical applicability.

  • #1

    Mayo Clinic

    Rochester, MN

    Mayo Clinic is a global leader in endocrine disorders and has extensive research programs integrating AI with clinical endocrinology, including pituitary disorders such as acromegaly.

    Key Differentiators

    • Endocrinology
    • Medical AI
    • Neuroendocrinology
  • #2

    Massachusetts General Hospital (MGH)

    Boston, MA

    MGH is renowned for its multidisciplinary approach to pituitary disorders and pioneering use of AI in medical imaging and diagnostics.

    Key Differentiators

    • Endocrinology
    • Neurosurgery
    • Biomedical Informatics
  • #3

    Johns Hopkins Hospital

    Baltimore, MD

    Johns Hopkins has a strong legacy in neuroendocrine research and clinical care, with ongoing projects applying machine learning to hormone-related disorders.

    Key Differentiators

    • Endocrinology
    • Neuroendocrinology
    • Medical Imaging
  • #4

    University of California, San Francisco (UCSF)

    San Francisco, CA

    UCSF integrates clinical endocrinology with cutting-edge AI research, focusing on early detection and management of rare hormone disorders.

    Key Differentiators

    • Endocrinology
    • Biomedical Engineering
    • Artificial Intelligence
  • #5

    Tokyo University Hospital

    Tokyo, Tokyo Prefecture

    As the study was conducted in Japan, Tokyo University Hospital is a key center for clinical research on acromegaly and AI applications in endocrinology within the Japanese population.

    Key Differentiators

    • Endocrinology
    • Medical AI
    • Clinical Research

This content is an AI-generated, fully rewritten summary based on a published scholarly article. It does not reproduce the original text and is not a substitute for the original publication. Readers are encouraged to consult the source for full context, data, and methodology.

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