Publications by authors named "Moritz Gerstung"

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The evolutionary history of 2,658 cancers.
Moritz Gerstung, Clemency Jolly, Ignaty Leshchiner, Stefan C Dentro, Santiago Gonzalez, Daniel Rosebrock, Thomas J Mitchell, Yulia Rubanova, Pavana Anur, Kaixian Yu

Nature· February 2020

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Learning the natural history of human disease with generative transformers.
Artem Shmatko, Alexander Wolfgang Jung, Kumar Gaurav, Søren Brunak, Laust Hvas Mortensen, Moritz Gerstung

Nature· November 2025

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Author Correction: Learning the natural history of human disease with generative transformers.
Artem Shmatko, Alexander Wolfgang Jung, Kumar Gaurav, Søren Brunak, Laust Hvas Mortensen, Moritz Gerstung

Nature· November 2025

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Telomere attrition becomes an instrument for clonal selection in aging hematopoiesis and leukemogenesis.
Matthew A McLoughlin, Sruthi Cheloor Kovilakam, William G Dunn, Muxin Gu, Jake Tobin, Moritz Gerstung

Nat Genet· September 2025

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Integrated in vivo combinatorial functional genomics and spatial transcriptomics of tumours to decode genotype-to-phenotype relationships.
Marco Breinig, Artem Lomakin, Elyas Heidari, Michael Ritter, Gleb Rukhovich, Moritz Gerstung

Nat Biomed Eng· July 2025

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Segger: Fast and accurate cell segmentation of imaging-based spatial transcriptomics data.
Elyas Heidari, Andrew Moorman, Dániel Unyi, Nikhita Pasnuri, Gleb Rukhovich, Moritz Gerstung

bioRxiv· March 2025

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Spatially resolved transcriptomics and graph-based deep learning improve accuracy of routine CNS tumor diagnostics.
Michael Ritter, Christina Blume, Yiheng Tang, Areeba Patel, Bhuvic Patel, Moritz Gerstung

Nat Cancer· February 2025

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SpatialData: an open and universal data framework for spatial omics.
Luca Marconato, Giovanni Palla, Kevin A Yamauchi, Isaac Virshup, Elyas Heidari, Moritz Gerstung

Nat Methods· January 2025

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Self-sustaining long-term 3D epithelioid cultures reveal drivers of clonal expansion in esophageal epithelium.
Albert Herms, David Fernandez-Antoran, Maria P Alcolea, Argyro Kalogeropoulou, Ujjwal Banerjee, Moritz Gerstung

Nat Genet· October 2024

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Four Core Genotypes mice harbour a 3.2MB X-Y translocation that perturbs Tlr7 dosage.
Jasper Panten, Stefania Del Prete, James P Cleland, Lauren M Saunders, Job van Riet, Moritz Gerstung

Nat Commun· October 2024

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Multi-cancer risk stratification based on national health data: a retrospective modelling and validation study.
Alexander W Jung, Peter C Holm, Kumar Gaurav, Jessica Xin Hjaltelin, Davide Placido, Moritz Gerstung

Lancet Digit Health· June 2024

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Artificial intelligence.
Moritz Gerstung, David Liu, Marzyeh Ghassemi, James Zou, Diego Chowell

Cancer Cell· June 2024

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Single-cell and spatial transcriptomics analysis of non-small cell lung cancer.
Marco De Zuani, Haoliang Xue, Jun Sung Park, Stefan C Dentro, Zaira Seferbekova, Moritz Gerstung

Nat Commun· May 2024

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Teacher-student collaborated multiple instance learning for pan-cancer PDL1 expression prediction from histopathology slides.
Darui Jin, Shangying Liang, Artem Shmatko, Alexander Arnold, David Horst, Moritz Gerstung

Nat Commun· April 2024

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Author Correction: Multiparameter prediction of myeloid neoplasia risk.
Muxin Gu, Sruthi Cheloor Kovilakam, William G Dunn, Ludovica Marando, Clea Barcena, Moritz Gerstung

Nat Genet· October 2023

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Multiparameter prediction of myeloid neoplasia risk.
Muxin Gu, Sruthi Cheloor Kovilakam, William G Dunn, Ludovica Marando, Clea Barcena, Moritz Gerstung

Nat Genet· September 2023

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Computational analysis of peripheral blood smears detects disease-associated cytomorphologies.
José Guilherme de Almeida, Emma Gudgin, Martin Besser, William G Dunn, Jonathan Cooper, Moritz Gerstung

Nat Commun· July 2023

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Spatial biology of cancer evolution.
Zaira Seferbekova, Artem Lomakin, Lucy R Yates, Moritz Gerstung

Nat Rev Genet· May 2023

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Notch1 mutations drive clonal expansion in normal esophageal epithelium but impair tumor growth.
Emilie Abby, Stefan C Dentro, Michael W J Hall, Joanna C Fowler, Swee Hoe Ong, Moritz Gerstung

Nat Genet· February 2023

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Author Correction: The evolutionary history of 2,658 cancers.
Moritz Gerstung, Clemency Jolly, Ignaty Leshchiner, Stefan C Dentro, Santiago Gonzalez

Nature· February 2023

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Germline TP53 mutations undergo copy number gain years prior to tumor diagnosis.
Nicholas Light, Mehdi Layeghifard, Ayush Attery, Vallijah Subasri, Matthew Zatzman, Moritz Gerstung

Nat Commun· January 2023

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Spatial genomics maps the structure, nature and evolution of cancer clones.
Artem Lomakin, Jessica Svedlund, Carina Strell, Milana Gataric, Artem Shmatko, Moritz Gerstung

Nature· November 2022

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p53 mutation in normal esophagus promotes multiple stages of carcinogenesis but is constrained by clonal competition.
Kasumi Murai, Stefan Dentro, Swee Hoe Ong, Roshan Sood, David Fernandez-Antoran, Moritz Gerstung

Nat Commun· October 2022

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Artificial intelligence in histopathology: enhancing cancer research and clinical oncology.
Artem Shmatko, Narmin Ghaffari Laleh, Moritz Gerstung, Jakob Nikolas Kather

Nat Cancer· September 2022

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The longitudinal dynamics and natural history of clonal haematopoiesis.
Margarete A Fabre, José Guilherme de Almeida, Edoardo Fiorillo, Emily Mitchell, Aristi Damaskou, Moritz Gerstung

Nature· June 2022

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Publisher Correction: Genomic reconstruction of the SARS CoV-2 epidemic in England.
Harald S Vöhringer, Theo Sanderson, Matthew Sinnott, Nicola De Maio, Thuy Nguyen, Moritz Gerstung

Nature· June 2022

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