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  09 | Integration of hematoxylin and eosin and immunohistochemistry images to improve AI-based recurrence prediction in negative sentinel lymphnode melanoma patients Maria Colomba Comes¹, Andrea Lupo¹, Fabio Mele², Concetta Saponaro², Arianna Bozzi¹, Ivana De Risi³, Samantha Bove¹, Annarita Fanizzi¹, Benedetta Apollonio³, Margherita Sonnessa², Sabino Strippoli³, Francesco Alfredo Zito², Michele Guida³, Raffaella Massafra¹ | ¹Biostatistics and Bioinformatics Unit, IRCCS Istituto Tumori "Giovanni Paolo II"; ²Pathology Unit, IRCCS Istituto Tumori "Giovanni Paolo II"; ³Rare Tumors and Melanoma Unit, IRCCS Istituto Tumori "Giovanni Paolo II", Bari, Italy.

  Italian Melanoma Intergroup

  11-12-2025

  https://doi.org/10.4081/dr.2025.10751

  298
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  13 | Spatial contexture of tertiary lymphoid structures as a predictor of recurrence in early-stage melanoma Chiara Bungaro¹, Sabino Strippoli¹, Daniele Carenza¹, Ivana De Risi¹, Rossella Villani¹, Teresa Squicciarini¹, Anna Albano¹, Ileana De Roma¹, Fabio Mele ², Margherita Sonnessa², Concetta Saponaro², Francesco Alfredo Zito², Arianna Bozzi³, Benedetta Apollonio¹, Raffaella Massafra³, Michele Guida¹ | ¹Rare Tumors and Melanoma Unit, IRCCS Istituto Tumori "Giovanni Paolo II"; ²Pathology Unit, IRCCS Istituto Tumori "Giovanni Paolo II"; ³Biostatistics and Bioinformatics Unit, IRCCS Istituto Tumori "Giovanni Paolo II", Bari, Italy.

  Italian Melanoma Intergroup

  11-12-2025

  https://doi.org/10.4081/dr.2025.10755

  316