Deep-learning-based image super-resolution of an end-expandable optical fiber probe for application in esophageal cancer diagnostics.

Journal: Journal of biomedical optics
PMID: 38585417

Abstract

SIGNIFICANCE: Endoscopic screening for esophageal cancer (EC) may enable early cancer diagnosis and treatment. While optical microendoscopic technology has shown promise in improving specificity, the limited field of view () significantly reduces the ability to survey large areas efficiently in EC screening.

Authors

  • Xiaohui Zhang
    Department of Orthopaedic Surgery, the Second Hospital &Clinical Medical School, Lanzhou University, Lanzhou, Gansu Province, China.
  • Mimi Tan
    Baylor College of Medicine, Section of Gastroenterology and Hepatology, Department of Medicine, Texas, United States.
  • Mansour Nabil
    Baylor College of Medicine, Section of Gastroenterology and Hepatology, Department of Medicine, Texas, United States.
  • Richa Shukla
    Baylor College of Medicine, Section of Gastroenterology and Hepatology, Department of Medicine, Texas, United States.
  • Shaleen Vasavada
    Baylor College of Medicine, Section of Gastroenterology and Hepatology, Department of Medicine, Texas, United States.
  • Sharmila Anandasabapathy
    Department of Gastroenterology, The Icahn School of Medicine at Mount Sinai, New York, New York.
  • Mark A Anastasio
    Department of Biomedical Engineering, Washington University, St. Louis, MO 63110, USA.
  • Elena Petrova
    Baylor College of Medicine, Section of Gastroenterology and Hepatology, Department of Medicine, Texas, United States.

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