Publications by authors named "Monami Aoba"
Article Synopsis
- The study investigates risk factors for lateral lymph node metastasis in rectal cancer and aims to improve diagnostic accuracy using machine learning models.
- It analyzed data from patients who underwent lymph node dissection without prior treatment across 15 Japanese hospitals from 2017 to 2019, focusing on preoperative factors and MRI findings.
- Results identified key risk factors and developed machine learning models, showing that poorly differentiated adenocarcinoma and certain tumor characteristics significantly increase the likelihood of metastasis.
