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Predicting futility of upfront surgery in perihilar cholangiocarcinoma: Machine learning analytics model to optimize treatment allocation.
Ratti F, Marino R, Olthof PB, Pratschke J, Erdmann JI, Neumann UP, Prasad R, Jarnagin WR, Schnitzbauer AA, Cescon M, Guglielmi A, Lang H, Nadalin S, Topal B, Maithel SK, Hoogwater FJH, Alikhanov R, Troisi R, Sparrelid E, Roberts KJ, Malagò M, Hagendoorn J, Malik HZ, Olde Damink SWM, Kazemier G, Schadde E, Charco R, de Reuver PR, Groot Koerkamp B, Aldrighetti L; Perihilar Cholangiocarcinoma Collaboration Group. Ratti F, et al. Hepatology. 2024 Feb 1;79(2):341-354. doi: 10.1097/HEP.0000000000000554. Epub 2023 Aug 3. Hepatology. 2024. PMID: 37530544