Oleg Kshivets analyzed data from 411 patients who underwent surgery for cardioesophageal or esophageal cancer between 1975-2012. The 5-year survival rate was significantly higher for patients who received adjuvant chemotherapy or chemoradiotherapy (61.7%) compared to surgery alone (36.2%). Neural network analysis revealed that phase of cancer, nodal stage, adjuvant treatment, and cell ratios best predicted 5-year survival. Optimal management strategies include early detection, experienced surgeons, aggressive surgery with lymph node dissection, precision prediction tools, and adjuvant therapy for high-risk patients.