Scalable topic modelling decodes spatial tissue architecture for large-scale multiplexed imaging analysis

Xiyu Peng

James W. Smithy

Mohammad Yosofvand

Caroline E. Kostrzewa

MaryLena Bleile

Fiona D. Ehrich

Jasme Lee

Michael A. Postow

From the Sandra and Edward Meyer Cancer Center (J.D.W.) and the Department of Medicine (J.D.W., M.A.P.), Weill Cornell Medicine, and Memorial Sloan Kettering Cancer Center (M.A.P.) — both in New York; Istituto Oncologico Veneto, IRCCS, Padua (V.C.-S.), European Institute of Oncology, IRCCS, Milan (P.Q.), Istituto Scientifico Romagnolo per lo Studio e la Cura dei Tumori, IRCCS, Meldola (M.G.), University of Siena and the Center for Immuno-Oncology, University Hospital of Siena, Siena (M.M.), and Istituto Nazionale Tumori IRCCS Fondazione Pascale, Naples (P.A.A.) — all in Italy; Maria Sklodowska-Curie National Institute of Oncology, Warsaw, Poland (P.R.); Texas Oncology–Baylor Charles A. Sammons Cancer Center, Dallas (C.L.C.); University Hospital Essen, the German Cancer Consortium, the National Center for Tumor Diseases–West, the Research Alliance Ruhr, Research Center One Health, and University Duisburg-Essen — all in Essen, Germany (D.S.); the College of Medicine, Swansea University, Swansea (J.W.), Brist...

Margaret K. Callahan

Katherine S. Panageas

Ronglai Shen