Am J Otolaryngol 2021 Apr 9;42(5):103026. Epub 2021 Apr 9.
Departments of Radiology, Boston Medical Center, Boston University School of Medicine, One Boston Medical Center Place, Boston, MA 02118, United States; Department of Otolaryngology-Head and Neck Surgery, Boston Medical Center, Boston University School of Medicine, One Boston Medical Center Place, Boston, MA 02118, United States; Department of Radiation Oncology, Boston Medical Center, Boston University School of Medicine, One Boston Medical Center Place, Boston, MA 02118, United States. Electronic address:
Objectives: Cervical lymph nodes with internal cystic changes are seen with several pathologies, including papillary thyroid carcinoma (PTC), tuberculosis (TB), and HPV-positive oropharyngeal squamous cell carcinoma (HPV+OPSCC). Differentiating these lymph nodes is difficult in the absence of a known primary tumor or reliable medical history. In this study, we assessed the utility of deep learning in differentiating the pathologic lymph nodes of PTC, TB, and HPV+OPSCC on CT. Read More