Publications by authors named "Viktor Koelzer"

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OCELOT 2023: Cell detection from cell-tissue interaction challenge.
JaeWoong Shin, Jeongun Ryu, Aaron Valero Puche, Jinhee Lee, Biagio Brattoli, Viktor Hendrik Koelzer

Med Image Anal· December 2025

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Comparative cost analysis of a diagnostic multi-omics platform for decision support in advanced cancer - results from the Tumor Profiler Melanoma project.
Tarun Mehra, Dominik Menges, Benedict Gosztonyi, Nicola Miglino, Alexander Ring, Viktor Hendrik Koelzer

NPJ Precis Oncol· December 2025

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Comparison between germline and somatic loss-of-function mutations reveals different genotype-phenotype associations and provides insights into the genetic mechanisms of colorectal tumourigenesis.
Claire Palles, Luke Freeman-Mills, Edward Arbe-Barnes, Nathalie Feeley, Laura Chegwidden, Viktor Hendrik Koelzer

Gut· December 2025

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PD-1-targeted cis-delivery of an IL-2 variant induces a multifaceted antitumoral T cell response in human lung cancer.
Irene Fusi, Clara Serger, Petra Herzig, Markus Germann, Michael T Sandholzer, Viktor H Koelzer

Sci Transl Med· September 2025

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Tumor immune dynamics and long-term clinical outcome of stage IIIA NSCLC patients treated with neoadjuvant chemoimmunotherapy.
Dominic Schmid, Bettina Sobottka, Massimiliano Manzo, Marta Trüb, Katharina Leonards, Viktor Hendrik Koelzer

Nat Commun· September 2025

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Integrating Formalin-Fixed, Paraffin-Embedded-Derived Whole-Genome Sequencing into Routine Molecular Pathology: Validation and First Experiences in Metastatic Melanoma.
Cassandra Litchfield, Ronny Nienhold, Andreas Wicki, Michael Schmid, Domingo Aguilera-Garcia, Viktor Hendrik Koelzer

J Mol Diagn· August 2025

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Publisher Correction: Feasibility of multiomics tumor profiling for guiding treatment of melanoma.
Nicola Miglino, Nora C Toussaint, Alexander Ring, Ximena Bonilla, Marina Tusup, Viktor H Koelzer

Nat Med· August 2025

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Navigating real-world challenges: A case study on federated learning in computational pathology.
Lydia A Schoenpflug, Ruben Bagan Benavides, Marta Nowak, Fahime Sheikhzadeh, Arash Moayyedi, Viktor H Koelzer

J Pathol Inform· August 2025

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Spatially resolved analysis of TGF/BMP signalling in pancreatic ductal adenocarcinoma by digital pathology identifies patient subgroups with adverse outcome.
Konstantin Bräutigam, Philipp Zens, Stefan Reinhard, Jessica L Rohrbach, Simon J Leedham, Viktor H Koelzer

BMC Cancer· August 2025

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Histopathology-based protein multiplex generation using deep learning.
Sonali Andani, Boqi Chen, Joanna Ficek-Pascual, Simon Heinke, Ruben Casanova, Viktor H Koelzer

Nat Mach Intell· August 2025

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Feasibility of multiomics tumor profiling for guiding treatment of melanoma.
Nicola Miglino, Nora C Toussaint, Alexander Ring, Ximena Bonilla, Marina Tusup, Viktor H Koelzer

Nat Med· July 2025

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Deployment of an Artificial Intelligence Histology Tool to Aid Qualitative Assessment of Histopathology Using the Nancy Histopathology Index in Ulcerative Colitis.
David T Rubin, Olga Kubassova, Christopher R Weber, Shashi Adsul, Marcelo Freire, Viktor H Koelzer

Inflamm Bowel Dis· June 2025

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Histopathology-based Protein Multiplex Generation using Deep Learning.
Sonali Andani, Boqi Chen, Joanna Ficek-Pascual, Simon Heinke, Ruben Casanova, Viktor H Koelzer

medRxiv· May 2025

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Tumour purity assessment with deep learning in colorectal cancer and impact on molecular analysis.
Lydia A Schoenpflug, Aikaterini Chatzipli, Korsuk Sirinukunwattana, Susan Richman, Andrew Blake, Viktor H Koelzer

J Pathol· February 2025

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B cells critical for outcome in high grade serous ovarian carcinoma.
Annegé Vledder, Sterre T Paijens, Dominik Loiero, Alexis Maagdenberg, Evelien W Duiker, Viktor H Koelzer

Int J Cancer· December 2024

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Towards generative digital twins in biomedical research.
Jiqing Wu, Viktor H Koelzer

Comput Struct Biotechnol J· December 2024

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A review on federated learning in computational pathology.
Lydia A Schoenpflug, Yao Nie, Fahime Sheikhzadeh, Viktor H Koelzer

Comput Struct Biotechnol J· December 2024

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Immune Phenotype-Genotype Associations in Primary Clear Cell Renal Cell Carcinoma and Matched Metastatic Tissue.
Bettina Sobottka, Viola Vetter, Amir Banaei-Esfahani, Marta Nowak, Anja Lorch, Viktor Hendrik Koelzer

Mod Pathol· October 2024

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Single-cell landscape of innate and acquired drug resistance in acute myeloid leukemia.
Rebekka Wegmann, Ximena Bonilla, Ruben Casanova, Stéphane Chevrier, Ricardo Coelho, Viktor H Koelzer

Nat Commun· October 2024

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GILEA: In silico phenome profiling and editing using GAN Inversion.
Jiqing Wu, Viktor H Koelzer

Comput Biol Med· September 2024

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Neoadjuvant immune checkpoint blockade in women with mismatch repair deficient endometrial cancer: a phase I study.
Anneke L Eerkens, Koen Brummel, Annegé Vledder, Sterre T Paijens, Marta Requesens, Viktor Hendrik Koelzer

Nat Commun· September 2024

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Single-cell AI-based detection and prognostic and predictive value of DNA mismatch repair deficiency in colorectal cancer.
Marta Nowak, Faiz Jabbar, Ann-Katrin Rodewald, Luciana Gneo, Tijana Tomasevic, Viktor H Koelzer

Cell Rep Med· September 2024

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CD8 + T-cells restrict the development of peritoneal metastasis and support the efficacy of hyperthermic intraperitoneal chemotherapy (HIPEC).
Lilian Roth, Linda Huynh-Russo, Laura Heeb, Sima Ulugöl, Rafael Freire Dos Santos, Viktor Koelzer

Sci Rep· September 2024

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Identification and validation of a machine learning model of complete response to radiation in rectal cancer reveals immune infiltrate and TGFβ as key predictors.
Enric Domingo, Sanjay Rathee, Andrew Blake, Leslie Samuel, Graeme Murray, Viktor Koelzer

EBioMedicine· August 2024

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Stratification to Neoadjuvant Radiotherapy in Rectal Cancer by Regimen and Transcriptional Signatures.
Umair Mahmood, Andrew Blake, Sanjay Rathee, Leslie Samuel, Graeme Murray, Viktor H Koelzer

Cancer Res Commun· July 2024

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