Coudray, Nicolas and Juarez, Michelle C. and Criscito, Maressa C. and Claudio Quiros, Adalberto and Wilken, Reason and Jackson Cullison, Stephanie R. and Stevenson, Mary L. and Doudican, Nicole A. and Yuan, Ke and Aquino, Jamie D. and Klufas, Daniel M. and North, Jeffrey P. and Yu, Siegrid S. and Murad, Fadi and Ruiz, Emily and Schmults, Chrysalyne D. and Cardona Machado, Cristian D. and Cañueto, Javier and Choudhary, Anirudh and Hughes, Alysia N. and Stockard, Alyssa and Leibovit-Reiben, Zachary and Mangold, Aaron R. and Tsirigos, Aristotelis and Carucci, John A. (2025) Self supervised artificial intelligence predicts poor outcome from primary cutaneous squamous cell carcinoma at diagnosis. npj Digital Medicine, 8 (1): 105. ISSN 2398-6352
AI Summary:
A self-supervised deep-learning model was developed to predict poor outcomes in primary cutaneous squamous cell carcinoma (cSCC) patients from histopathological features at initial diagnosis.AI Topics:
Primary cutaneous squamous cell carcinoma (cSCC) is responsible for ~10,000 deaths annually in the United States. Stratification of risk of poor outcome at initial biopsy would significantly impact clinical decision-making during the initial post operative period where intervention has been shown to be most effective. Using whole-slide images (WSI) from 163 patients from 3 institutions, we developed a self supervised deep-learning model to predict poor outcomes in cSCC patients from histopathological features at initial diagnosis, and validated it using WSI from 563 patients, collected from two other academic institutions. For disease-free survival prediction, the model attained a concordance index of 0.73 in the development cohort and 0.84 in the Mayo cohort. The model’s interpretability revealed that features like poor differentiation and deep invasion were strongly associated with poor prognosis. Furthermore, the model is effective in stratifying risk among BWH T2a and AJCC T2, known for outcome heterogeneity.
Coudray, Nicolas
Author
Coudray, Nicolas and Juarez, Michelle C. and Criscito, Maressa C. and Claudio Quiros, Adalberto and Wilken, Reason and Jackson Cullison, Stephanie R. and Stevenson, Mary L. and Doudican, Nicole A. and Yuan, Ke and Aquino, Jamie D. and Klufas, Daniel M. and North, Jeffrey P. and Yu, Siegrid S. and Murad, Fadi and Ruiz, Emily and Schmults, Chrysalyne D. and Cardona Machado, Cristian D. and Cañueto, Javier and Choudhary, Anirudh and Hughes, Alysia N. and Stockard, Alyssa and Leibovit-Reiben, Zachary and Mangold, Aaron R. and Tsirigos, Aristotelis and Carucci, John A. (2025) Self supervised artificial intelligence predicts poor outcome from primary cutaneous squamous cell carcinoma at diagnosis. npj Digital Medicine, 8 (1): 105. ISSN 2398-6352
Quiros, Adalberto Claudio and Coudray, Nicolas and Yeaton, Anna and Yang, Xinyu and Liu, Bojing and Le, Hortense and Chiriboga, Luis and Karimkhan, Afreen and Narula, Navneet and Moore, David A. and Park, Christopher Y. and Pass, Harvey and Moreira, Andre L. and Le Quesne, John and Tsirigos, Aristotelis and Yuan, Ke (2024) Mapping the landscape of histomorphological cancer phenotypes using self-supervised learning on unannotated pathology slides. Nature Communications, 15: 4596. ISSN 2041-1723
See full publications listJuarez, Michelle C.
Author
Coudray, Nicolas and Juarez, Michelle C. and Criscito, Maressa C. and Claudio Quiros, Adalberto and Wilken, Reason and Jackson Cullison, Stephanie R. and Stevenson, Mary L. and Doudican, Nicole A. and Yuan, Ke and Aquino, Jamie D. and Klufas, Daniel M. and North, Jeffrey P. and Yu, Siegrid S. and Murad, Fadi and Ruiz, Emily and Schmults, Chrysalyne D. and Cardona Machado, Cristian D. and Cañueto, Javier and Choudhary, Anirudh and Hughes, Alysia N. and Stockard, Alyssa and Leibovit-Reiben, Zachary and Mangold, Aaron R. and Tsirigos, Aristotelis and Carucci, John A. (2025) Self supervised artificial intelligence predicts poor outcome from primary cutaneous squamous cell carcinoma at diagnosis. npj Digital Medicine, 8 (1): 105. ISSN 2398-6352
See full publications listCriscito, Maressa C.
Author
Coudray, Nicolas and Juarez, Michelle C. and Criscito, Maressa C. and Claudio Quiros, Adalberto and Wilken, Reason and Jackson Cullison, Stephanie R. and Stevenson, Mary L. and Doudican, Nicole A. and Yuan, Ke and Aquino, Jamie D. and Klufas, Daniel M. and North, Jeffrey P. and Yu, Siegrid S. and Murad, Fadi and Ruiz, Emily and Schmults, Chrysalyne D. and Cardona Machado, Cristian D. and Cañueto, Javier and Choudhary, Anirudh and Hughes, Alysia N. and Stockard, Alyssa and Leibovit-Reiben, Zachary and Mangold, Aaron R. and Tsirigos, Aristotelis and Carucci, John A. (2025) Self supervised artificial intelligence predicts poor outcome from primary cutaneous squamous cell carcinoma at diagnosis. npj Digital Medicine, 8 (1): 105. ISSN 2398-6352
See full publications listClaudio Quiros, Adalberto
Author
Coudray, Nicolas and Juarez, Michelle C. and Criscito, Maressa C. and Claudio Quiros, Adalberto and Wilken, Reason and Jackson Cullison, Stephanie R. and Stevenson, Mary L. and Doudican, Nicole A. and Yuan, Ke and Aquino, Jamie D. and Klufas, Daniel M. and North, Jeffrey P. and Yu, Siegrid S. and Murad, Fadi and Ruiz, Emily and Schmults, Chrysalyne D. and Cardona Machado, Cristian D. and Cañueto, Javier and Choudhary, Anirudh and Hughes, Alysia N. and Stockard, Alyssa and Leibovit-Reiben, Zachary and Mangold, Aaron R. and Tsirigos, Aristotelis and Carucci, John A. (2025) Self supervised artificial intelligence predicts poor outcome from primary cutaneous squamous cell carcinoma at diagnosis. npj Digital Medicine, 8 (1): 105. ISSN 2398-6352
Liu, Dan and Young, Francesca and Lamb, Kieran D. and Claudio Quiros, Adalberto and Pancheva, Alexandrina and Miller, Crispin and Macdonald, Craig and Robertson, David L. and Yuan, Ke (2024) PLM-interact: extending protein language models to predict protein-protein interactions. bioRxiv.
See full publications listWilken, Reason
Author
Coudray, Nicolas and Juarez, Michelle C. and Criscito, Maressa C. and Claudio Quiros, Adalberto and Wilken, Reason and Jackson Cullison, Stephanie R. and Stevenson, Mary L. and Doudican, Nicole A. and Yuan, Ke and Aquino, Jamie D. and Klufas, Daniel M. and North, Jeffrey P. and Yu, Siegrid S. and Murad, Fadi and Ruiz, Emily and Schmults, Chrysalyne D. and Cardona Machado, Cristian D. and Cañueto, Javier and Choudhary, Anirudh and Hughes, Alysia N. and Stockard, Alyssa and Leibovit-Reiben, Zachary and Mangold, Aaron R. and Tsirigos, Aristotelis and Carucci, John A. (2025) Self supervised artificial intelligence predicts poor outcome from primary cutaneous squamous cell carcinoma at diagnosis. npj Digital Medicine, 8 (1): 105. ISSN 2398-6352
See full publications listJackson Cullison, Stephanie R.
Author
Coudray, Nicolas and Juarez, Michelle C. and Criscito, Maressa C. and Claudio Quiros, Adalberto and Wilken, Reason and Jackson Cullison, Stephanie R. and Stevenson, Mary L. and Doudican, Nicole A. and Yuan, Ke and Aquino, Jamie D. and Klufas, Daniel M. and North, Jeffrey P. and Yu, Siegrid S. and Murad, Fadi and Ruiz, Emily and Schmults, Chrysalyne D. and Cardona Machado, Cristian D. and Cañueto, Javier and Choudhary, Anirudh and Hughes, Alysia N. and Stockard, Alyssa and Leibovit-Reiben, Zachary and Mangold, Aaron R. and Tsirigos, Aristotelis and Carucci, John A. (2025) Self supervised artificial intelligence predicts poor outcome from primary cutaneous squamous cell carcinoma at diagnosis. npj Digital Medicine, 8 (1): 105. ISSN 2398-6352
See full publications listStevenson, Mary L.
Author
Coudray, Nicolas and Juarez, Michelle C. and Criscito, Maressa C. and Claudio Quiros, Adalberto and Wilken, Reason and Jackson Cullison, Stephanie R. and Stevenson, Mary L. and Doudican, Nicole A. and Yuan, Ke and Aquino, Jamie D. and Klufas, Daniel M. and North, Jeffrey P. and Yu, Siegrid S. and Murad, Fadi and Ruiz, Emily and Schmults, Chrysalyne D. and Cardona Machado, Cristian D. and Cañueto, Javier and Choudhary, Anirudh and Hughes, Alysia N. and Stockard, Alyssa and Leibovit-Reiben, Zachary and Mangold, Aaron R. and Tsirigos, Aristotelis and Carucci, John A. (2025) Self supervised artificial intelligence predicts poor outcome from primary cutaneous squamous cell carcinoma at diagnosis. npj Digital Medicine, 8 (1): 105. ISSN 2398-6352
See full publications listDoudican, Nicole A.
Author
Coudray, Nicolas and Juarez, Michelle C. and Criscito, Maressa C. and Claudio Quiros, Adalberto and Wilken, Reason and Jackson Cullison, Stephanie R. and Stevenson, Mary L. and Doudican, Nicole A. and Yuan, Ke and Aquino, Jamie D. and Klufas, Daniel M. and North, Jeffrey P. and Yu, Siegrid S. and Murad, Fadi and Ruiz, Emily and Schmults, Chrysalyne D. and Cardona Machado, Cristian D. and Cañueto, Javier and Choudhary, Anirudh and Hughes, Alysia N. and Stockard, Alyssa and Leibovit-Reiben, Zachary and Mangold, Aaron R. and Tsirigos, Aristotelis and Carucci, John A. (2025) Self supervised artificial intelligence predicts poor outcome from primary cutaneous squamous cell carcinoma at diagnosis. npj Digital Medicine, 8 (1): 105. ISSN 2398-6352
See full publications listYuan, Ke
Author
Farndale, Lucas and Insall, Robert and Yuan, Ke (2025) TriDeNT: Triple deep network training for privileged knowledge distillation in histopathology. Medical Image Analysis, 102: 103479. ISSN 1361-8415
Ji, Yanni and Cutiongco, Marie F.A. and Jensen, Bjørn Sand and Yuan, Ke (2025) Generating realistic single-cell images from CellProfiler representations. Medical Image Analysis. ISSN 1361-8415 (In Press)
Coudray, Nicolas and Juarez, Michelle C. and Criscito, Maressa C. and Claudio Quiros, Adalberto and Wilken, Reason and Jackson Cullison, Stephanie R. and Stevenson, Mary L. and Doudican, Nicole A. and Yuan, Ke and Aquino, Jamie D. and Klufas, Daniel M. and North, Jeffrey P. and Yu, Siegrid S. and Murad, Fadi and Ruiz, Emily and Schmults, Chrysalyne D. and Cardona Machado, Cristian D. and Cañueto, Javier and Choudhary, Anirudh and Hughes, Alysia N. and Stockard, Alyssa and Leibovit-Reiben, Zachary and Mangold, Aaron R. and Tsirigos, Aristotelis and Carucci, John A. (2025) Self supervised artificial intelligence predicts poor outcome from primary cutaneous squamous cell carcinoma at diagnosis. npj Digital Medicine, 8 (1): 105. ISSN 2398-6352
See full publications listAquino, Jamie D.
Author
Coudray, Nicolas and Juarez, Michelle C. and Criscito, Maressa C. and Claudio Quiros, Adalberto and Wilken, Reason and Jackson Cullison, Stephanie R. and Stevenson, Mary L. and Doudican, Nicole A. and Yuan, Ke and Aquino, Jamie D. and Klufas, Daniel M. and North, Jeffrey P. and Yu, Siegrid S. and Murad, Fadi and Ruiz, Emily and Schmults, Chrysalyne D. and Cardona Machado, Cristian D. and Cañueto, Javier and Choudhary, Anirudh and Hughes, Alysia N. and Stockard, Alyssa and Leibovit-Reiben, Zachary and Mangold, Aaron R. and Tsirigos, Aristotelis and Carucci, John A. (2025) Self supervised artificial intelligence predicts poor outcome from primary cutaneous squamous cell carcinoma at diagnosis. npj Digital Medicine, 8 (1): 105. ISSN 2398-6352
See full publications listKlufas, Daniel M.
Author
Coudray, Nicolas and Juarez, Michelle C. and Criscito, Maressa C. and Claudio Quiros, Adalberto and Wilken, Reason and Jackson Cullison, Stephanie R. and Stevenson, Mary L. and Doudican, Nicole A. and Yuan, Ke and Aquino, Jamie D. and Klufas, Daniel M. and North, Jeffrey P. and Yu, Siegrid S. and Murad, Fadi and Ruiz, Emily and Schmults, Chrysalyne D. and Cardona Machado, Cristian D. and Cañueto, Javier and Choudhary, Anirudh and Hughes, Alysia N. and Stockard, Alyssa and Leibovit-Reiben, Zachary and Mangold, Aaron R. and Tsirigos, Aristotelis and Carucci, John A. (2025) Self supervised artificial intelligence predicts poor outcome from primary cutaneous squamous cell carcinoma at diagnosis. npj Digital Medicine, 8 (1): 105. ISSN 2398-6352
See full publications listNorth, Jeffrey P.
Author
Coudray, Nicolas and Juarez, Michelle C. and Criscito, Maressa C. and Claudio Quiros, Adalberto and Wilken, Reason and Jackson Cullison, Stephanie R. and Stevenson, Mary L. and Doudican, Nicole A. and Yuan, Ke and Aquino, Jamie D. and Klufas, Daniel M. and North, Jeffrey P. and Yu, Siegrid S. and Murad, Fadi and Ruiz, Emily and Schmults, Chrysalyne D. and Cardona Machado, Cristian D. and Cañueto, Javier and Choudhary, Anirudh and Hughes, Alysia N. and Stockard, Alyssa and Leibovit-Reiben, Zachary and Mangold, Aaron R. and Tsirigos, Aristotelis and Carucci, John A. (2025) Self supervised artificial intelligence predicts poor outcome from primary cutaneous squamous cell carcinoma at diagnosis. npj Digital Medicine, 8 (1): 105. ISSN 2398-6352
See full publications listYu, Siegrid S.
Author
Coudray, Nicolas and Juarez, Michelle C. and Criscito, Maressa C. and Claudio Quiros, Adalberto and Wilken, Reason and Jackson Cullison, Stephanie R. and Stevenson, Mary L. and Doudican, Nicole A. and Yuan, Ke and Aquino, Jamie D. and Klufas, Daniel M. and North, Jeffrey P. and Yu, Siegrid S. and Murad, Fadi and Ruiz, Emily and Schmults, Chrysalyne D. and Cardona Machado, Cristian D. and Cañueto, Javier and Choudhary, Anirudh and Hughes, Alysia N. and Stockard, Alyssa and Leibovit-Reiben, Zachary and Mangold, Aaron R. and Tsirigos, Aristotelis and Carucci, John A. (2025) Self supervised artificial intelligence predicts poor outcome from primary cutaneous squamous cell carcinoma at diagnosis. npj Digital Medicine, 8 (1): 105. ISSN 2398-6352
See full publications listMurad, Fadi
Author
Coudray, Nicolas and Juarez, Michelle C. and Criscito, Maressa C. and Claudio Quiros, Adalberto and Wilken, Reason and Jackson Cullison, Stephanie R. and Stevenson, Mary L. and Doudican, Nicole A. and Yuan, Ke and Aquino, Jamie D. and Klufas, Daniel M. and North, Jeffrey P. and Yu, Siegrid S. and Murad, Fadi and Ruiz, Emily and Schmults, Chrysalyne D. and Cardona Machado, Cristian D. and Cañueto, Javier and Choudhary, Anirudh and Hughes, Alysia N. and Stockard, Alyssa and Leibovit-Reiben, Zachary and Mangold, Aaron R. and Tsirigos, Aristotelis and Carucci, John A. (2025) Self supervised artificial intelligence predicts poor outcome from primary cutaneous squamous cell carcinoma at diagnosis. npj Digital Medicine, 8 (1): 105. ISSN 2398-6352
See full publications listRuiz, Emily
Author
Coudray, Nicolas and Juarez, Michelle C. and Criscito, Maressa C. and Claudio Quiros, Adalberto and Wilken, Reason and Jackson Cullison, Stephanie R. and Stevenson, Mary L. and Doudican, Nicole A. and Yuan, Ke and Aquino, Jamie D. and Klufas, Daniel M. and North, Jeffrey P. and Yu, Siegrid S. and Murad, Fadi and Ruiz, Emily and Schmults, Chrysalyne D. and Cardona Machado, Cristian D. and Cañueto, Javier and Choudhary, Anirudh and Hughes, Alysia N. and Stockard, Alyssa and Leibovit-Reiben, Zachary and Mangold, Aaron R. and Tsirigos, Aristotelis and Carucci, John A. (2025) Self supervised artificial intelligence predicts poor outcome from primary cutaneous squamous cell carcinoma at diagnosis. npj Digital Medicine, 8 (1): 105. ISSN 2398-6352
See full publications listSchmults, Chrysalyne D.
Author
Coudray, Nicolas and Juarez, Michelle C. and Criscito, Maressa C. and Claudio Quiros, Adalberto and Wilken, Reason and Jackson Cullison, Stephanie R. and Stevenson, Mary L. and Doudican, Nicole A. and Yuan, Ke and Aquino, Jamie D. and Klufas, Daniel M. and North, Jeffrey P. and Yu, Siegrid S. and Murad, Fadi and Ruiz, Emily and Schmults, Chrysalyne D. and Cardona Machado, Cristian D. and Cañueto, Javier and Choudhary, Anirudh and Hughes, Alysia N. and Stockard, Alyssa and Leibovit-Reiben, Zachary and Mangold, Aaron R. and Tsirigos, Aristotelis and Carucci, John A. (2025) Self supervised artificial intelligence predicts poor outcome from primary cutaneous squamous cell carcinoma at diagnosis. npj Digital Medicine, 8 (1): 105. ISSN 2398-6352
See full publications listCardona Machado, Cristian D.
Author
Coudray, Nicolas and Juarez, Michelle C. and Criscito, Maressa C. and Claudio Quiros, Adalberto and Wilken, Reason and Jackson Cullison, Stephanie R. and Stevenson, Mary L. and Doudican, Nicole A. and Yuan, Ke and Aquino, Jamie D. and Klufas, Daniel M. and North, Jeffrey P. and Yu, Siegrid S. and Murad, Fadi and Ruiz, Emily and Schmults, Chrysalyne D. and Cardona Machado, Cristian D. and Cañueto, Javier and Choudhary, Anirudh and Hughes, Alysia N. and Stockard, Alyssa and Leibovit-Reiben, Zachary and Mangold, Aaron R. and Tsirigos, Aristotelis and Carucci, John A. (2025) Self supervised artificial intelligence predicts poor outcome from primary cutaneous squamous cell carcinoma at diagnosis. npj Digital Medicine, 8 (1): 105. ISSN 2398-6352
See full publications listCañueto, Javier
Author
Coudray, Nicolas and Juarez, Michelle C. and Criscito, Maressa C. and Claudio Quiros, Adalberto and Wilken, Reason and Jackson Cullison, Stephanie R. and Stevenson, Mary L. and Doudican, Nicole A. and Yuan, Ke and Aquino, Jamie D. and Klufas, Daniel M. and North, Jeffrey P. and Yu, Siegrid S. and Murad, Fadi and Ruiz, Emily and Schmults, Chrysalyne D. and Cardona Machado, Cristian D. and Cañueto, Javier and Choudhary, Anirudh and Hughes, Alysia N. and Stockard, Alyssa and Leibovit-Reiben, Zachary and Mangold, Aaron R. and Tsirigos, Aristotelis and Carucci, John A. (2025) Self supervised artificial intelligence predicts poor outcome from primary cutaneous squamous cell carcinoma at diagnosis. npj Digital Medicine, 8 (1): 105. ISSN 2398-6352
See full publications listChoudhary, Anirudh
Author
Coudray, Nicolas and Juarez, Michelle C. and Criscito, Maressa C. and Claudio Quiros, Adalberto and Wilken, Reason and Jackson Cullison, Stephanie R. and Stevenson, Mary L. and Doudican, Nicole A. and Yuan, Ke and Aquino, Jamie D. and Klufas, Daniel M. and North, Jeffrey P. and Yu, Siegrid S. and Murad, Fadi and Ruiz, Emily and Schmults, Chrysalyne D. and Cardona Machado, Cristian D. and Cañueto, Javier and Choudhary, Anirudh and Hughes, Alysia N. and Stockard, Alyssa and Leibovit-Reiben, Zachary and Mangold, Aaron R. and Tsirigos, Aristotelis and Carucci, John A. (2025) Self supervised artificial intelligence predicts poor outcome from primary cutaneous squamous cell carcinoma at diagnosis. npj Digital Medicine, 8 (1): 105. ISSN 2398-6352
See full publications listHughes, Alysia N.
Author
Coudray, Nicolas and Juarez, Michelle C. and Criscito, Maressa C. and Claudio Quiros, Adalberto and Wilken, Reason and Jackson Cullison, Stephanie R. and Stevenson, Mary L. and Doudican, Nicole A. and Yuan, Ke and Aquino, Jamie D. and Klufas, Daniel M. and North, Jeffrey P. and Yu, Siegrid S. and Murad, Fadi and Ruiz, Emily and Schmults, Chrysalyne D. and Cardona Machado, Cristian D. and Cañueto, Javier and Choudhary, Anirudh and Hughes, Alysia N. and Stockard, Alyssa and Leibovit-Reiben, Zachary and Mangold, Aaron R. and Tsirigos, Aristotelis and Carucci, John A. (2025) Self supervised artificial intelligence predicts poor outcome from primary cutaneous squamous cell carcinoma at diagnosis. npj Digital Medicine, 8 (1): 105. ISSN 2398-6352
See full publications listStockard, Alyssa
Author
Coudray, Nicolas and Juarez, Michelle C. and Criscito, Maressa C. and Claudio Quiros, Adalberto and Wilken, Reason and Jackson Cullison, Stephanie R. and Stevenson, Mary L. and Doudican, Nicole A. and Yuan, Ke and Aquino, Jamie D. and Klufas, Daniel M. and North, Jeffrey P. and Yu, Siegrid S. and Murad, Fadi and Ruiz, Emily and Schmults, Chrysalyne D. and Cardona Machado, Cristian D. and Cañueto, Javier and Choudhary, Anirudh and Hughes, Alysia N. and Stockard, Alyssa and Leibovit-Reiben, Zachary and Mangold, Aaron R. and Tsirigos, Aristotelis and Carucci, John A. (2025) Self supervised artificial intelligence predicts poor outcome from primary cutaneous squamous cell carcinoma at diagnosis. npj Digital Medicine, 8 (1): 105. ISSN 2398-6352
See full publications listLeibovit-Reiben, Zachary
Author
Coudray, Nicolas and Juarez, Michelle C. and Criscito, Maressa C. and Claudio Quiros, Adalberto and Wilken, Reason and Jackson Cullison, Stephanie R. and Stevenson, Mary L. and Doudican, Nicole A. and Yuan, Ke and Aquino, Jamie D. and Klufas, Daniel M. and North, Jeffrey P. and Yu, Siegrid S. and Murad, Fadi and Ruiz, Emily and Schmults, Chrysalyne D. and Cardona Machado, Cristian D. and Cañueto, Javier and Choudhary, Anirudh and Hughes, Alysia N. and Stockard, Alyssa and Leibovit-Reiben, Zachary and Mangold, Aaron R. and Tsirigos, Aristotelis and Carucci, John A. (2025) Self supervised artificial intelligence predicts poor outcome from primary cutaneous squamous cell carcinoma at diagnosis. npj Digital Medicine, 8 (1): 105. ISSN 2398-6352
See full publications listMangold, Aaron R.
Author
Coudray, Nicolas and Juarez, Michelle C. and Criscito, Maressa C. and Claudio Quiros, Adalberto and Wilken, Reason and Jackson Cullison, Stephanie R. and Stevenson, Mary L. and Doudican, Nicole A. and Yuan, Ke and Aquino, Jamie D. and Klufas, Daniel M. and North, Jeffrey P. and Yu, Siegrid S. and Murad, Fadi and Ruiz, Emily and Schmults, Chrysalyne D. and Cardona Machado, Cristian D. and Cañueto, Javier and Choudhary, Anirudh and Hughes, Alysia N. and Stockard, Alyssa and Leibovit-Reiben, Zachary and Mangold, Aaron R. and Tsirigos, Aristotelis and Carucci, John A. (2025) Self supervised artificial intelligence predicts poor outcome from primary cutaneous squamous cell carcinoma at diagnosis. npj Digital Medicine, 8 (1): 105. ISSN 2398-6352
See full publications listTsirigos, Aristotelis
Author
Coudray, Nicolas and Juarez, Michelle C. and Criscito, Maressa C. and Claudio Quiros, Adalberto and Wilken, Reason and Jackson Cullison, Stephanie R. and Stevenson, Mary L. and Doudican, Nicole A. and Yuan, Ke and Aquino, Jamie D. and Klufas, Daniel M. and North, Jeffrey P. and Yu, Siegrid S. and Murad, Fadi and Ruiz, Emily and Schmults, Chrysalyne D. and Cardona Machado, Cristian D. and Cañueto, Javier and Choudhary, Anirudh and Hughes, Alysia N. and Stockard, Alyssa and Leibovit-Reiben, Zachary and Mangold, Aaron R. and Tsirigos, Aristotelis and Carucci, John A. (2025) Self supervised artificial intelligence predicts poor outcome from primary cutaneous squamous cell carcinoma at diagnosis. npj Digital Medicine, 8 (1): 105. ISSN 2398-6352
Quiros, Adalberto Claudio and Coudray, Nicolas and Yeaton, Anna and Yang, Xinyu and Liu, Bojing and Le, Hortense and Chiriboga, Luis and Karimkhan, Afreen and Narula, Navneet and Moore, David A. and Park, Christopher Y. and Pass, Harvey and Moreira, Andre L. and Le Quesne, John and Tsirigos, Aristotelis and Yuan, Ke (2024) Mapping the landscape of histomorphological cancer phenotypes using self-supervised learning on unannotated pathology slides. Nature Communications, 15: 4596. ISSN 2041-1723
See full publications listCarucci, John A.
Author
Coudray, Nicolas and Juarez, Michelle C. and Criscito, Maressa C. and Claudio Quiros, Adalberto and Wilken, Reason and Jackson Cullison, Stephanie R. and Stevenson, Mary L. and Doudican, Nicole A. and Yuan, Ke and Aquino, Jamie D. and Klufas, Daniel M. and North, Jeffrey P. and Yu, Siegrid S. and Murad, Fadi and Ruiz, Emily and Schmults, Chrysalyne D. and Cardona Machado, Cristian D. and Cañueto, Javier and Choudhary, Anirudh and Hughes, Alysia N. and Stockard, Alyssa and Leibovit-Reiben, Zachary and Mangold, Aaron R. and Tsirigos, Aristotelis and Carucci, John A. (2025) Self supervised artificial intelligence predicts poor outcome from primary cutaneous squamous cell carcinoma at diagnosis. npj Digital Medicine, 8 (1): 105. ISSN 2398-6352
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