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Utilizing Machine Learning for Pre- and Postoperative Assessment of Patients Un...

Tsilimigras, D; Mehta, R; Moris, D; Sahara, K; Bagante, F; Paredes, A; Farooq, A; Ratti, F; Pinto Marques, H; Silva, S; Soubrane, O; Lam, V

Background: There is an ongoing debate about expanding the resection criteria for hepatocellular carcinoma (HCC) beyond the Barcelona Clinic Liver Cancer (BCLC) guidelines. We sought to determine the factors that held the most prognostic weight in the pre- and postoperative setting for each BCLC stage by applying a machine learning method. Methods: Patients who underwent resection for BCLC-0, A and B HCC betwee...


Hospital Variation in Textbook Outcomes Following Curative-Intent Resection of ...

Tsilimigras, D; Mehta, R; Merath, K; Bagante, F; Paredes, AZ; Farooq, A; Ratti, F; Pinto Marques, H; Silva, S; Soubrane, O; Lam, V; Poultsides, G

Background: Composite measures such as "Textbook Outcome" (TO) may be superior to individual quality metrics to assess surgical care and hospital performance. However, the incidence and factors associated with TO after resection of HCC remain poorly defined. Methods: Hospital variation in the rates of TO, factors associated with achieving a TO and the impact of TO on long-term survival following resection for H...


Effect of Surgical Margin Width on Patterns of Recurrence among Patients Underg...

Tsilimigras, D; Sahara, K; Moris, D; Hyer, J; Paredes, A; Bagante, F; Merath, K; Farooq, A; Ratti, F; Pinto Marques, H; Soubrane, O; Azoulay, D; Lam, V

Introduction: Although a positive surgical margin is a known prognostic factor for recurrence, the optimal surgical margin width in the context of an R0 resection for early-stage hepatocellular carcinoma (HCC) is still debated. The aim of the current study was to examine the impact of wide (> 1 cm) versus narrow (< 1 cm) surgical margin status on the incidence and recurrence patterns among patients with T1 HCC ...


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