Bernatowicz K - Proton Therapy Center, Paul Scherrer Institute

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Radiomics Signature for Dynamic Monitoring of Tumor Inflamed Microenvironment and Immunotherapy Response Prediction

Kinga Bernatowicz,Ramon Amat, Olivia Prior,Joan Frigola,Marta Ligero,Francesco Grussu, Christina Zatse,Garazi Serna,Paolo Nuciforo,Rodrigo Toledo, Manel Escobar,Elena Garralda,Enriqueta Felip,Raquel Perez-Lopez

JOURNAL FOR IMMUNOTHERAPY OF CANCER（2025）

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SpinFlowSim: a Blood Flow Simulation Framework for Histology-Informed Diffusion MRI Microvasculature Mapping in Cancer

Anna Kira Voronova, Athanasios Grigoriou,Kinga Bernatowicz,Sara Simonetti,Garazi Serna,Núria Roson,Manuel Escobar,Maria Vieito,Paolo Nuciforo,Rodrigo Toledo,Elena Garralda,Els Fieremans,Dmitry S Novikov,Marco Palombo,Raquel Perez-Lopez,Francesco Grussu

Medical image analysis (2025): 103531-103531

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Identification of Precise 3D CT Radiomics for Habitat Computation by Machine Learning in Cancer (Apr, 10.1148/ryai.249001, 2024)

Olivia Prior,Carlos Macarro,Victor Navarro, Camilo Monreal,Marta Ligero,Alonso Garcia-Ruiz,Garazi Serna,Sara Simonetti,Irene Brana,Maria Vieito,Manuel Escobar,Jaume Capdevila,Annette T. Byrne,Rodrigo Dienstmann,Rodrigo Toledo,Paolo Nuciforo,Elena Garralda,Francesco Grussu,Kinga Bernatowicz,Raquel Perez-Lopez

RADIOLOGY-ARTIFICIAL INTELLIGENCEno. 3 (2024)

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Histology-informed liver diffusion MRI: biophysical model design and demonstration in cancer immunotherapy

Francesco Grussu,Kinga Bernatowicz,Marco Palombo,Irene Casanova-Salas,Ignasi Barba,Sara Simonetti,Garazi Serna, Athanasios Grigoriou, Anna Voronova, Valezka Garay,Juan Francisco Corral,Marta Vidorreta, Pablo García-Polo García,Xavier Merino,Richard Mast,Núria Roson,Manuel Escobar,Maria Vieito,Rodrigo Toledo,Paolo Nuciforo,Joaquin Mateo,Elena Garralda,Raquel Perez-Lopez

crossref（2024）

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Histology-informed Microstructural Diffusion Simulations for MRI Cancer Characterisation - the Histo-microSim Framework

Athanasios Grigoriou,Carlos Macarro,Marco Palombo, Daniel Navarro-Garcia, Anna Voronova,Kinga Bernatowicz,Ignasi Barba, Alba Escriche, Emanuela Greco, Maria Abad,Sara Simonetti,Garazi Serna,Richard Mast,Xavier Merino,Nuria Roson,Manuel Escobar,Maria Vieito,Paolo Nuciforo,Rodrigo Toledo,Elena Garralda,Roser Sala-Llonch,Els Fieremans,Dmitry S. Novikov,Raquel Perez-Lopez,Francesco Grussu

medrxiv（2024）

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Enhancing Tumor Microstructural Quantification with Machine Learning and Diffusion-Relaxation MRI

Carlos Macarro,Kinga Bernatowicz,Alonso Garcia-Ruiz,Garazi Serna, Camilo Monreal-Aguero,Sara Simonetti,Matteo Figini,Juan Francisco Corral, Valezka Garay,Marta Vidorreta, Pablo Garcia-Polo Garcia,Xavier Merino,Richard Mast,Nuria Roson,Maria Vieito,Manuel Escobar,Daniel C. Alexander,Rodrigo Toledo,Paolo Nuciforo,Elena Garralda,Raquel Perez-Lopez,Francesco Grussu

Journal of Magnetic Resonance Imaging (2024)

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1023MO Decoding Immunotherapy Resistance: A Novel Multiparametric Magnetic Resonance Imaging Approach to Stratify Cancer Patient Outcomes

K. Bernatowicz,F. Grussu, C. Tozzi, A. Voronova,M. Sanz,M. Vieito Villar,G. Alonso Casal,V. Galvao,A. Oberoi,I. Brana,O. Saavedra Santa Gadea,E. Munoz Couselo,G. Serna, A. B. Moreno, M. Rotxes,J. Tabernero,R. D. A. Toledo,P. G. Nuciforo,E. Garralda,R. Perez Lopez

ANNALS OF ONCOLOGY (2023): S622-S623

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Inter-scanner Reproducibility and Variability Assessment of Advanced Liver Diffusion MRI Metrics

Francesco Grussu,Kinga Bernatowicz,Ignasi Barba,Marco Palombo,Juan Francisco Corral,Marta Vidorreta,Xavier Merino,Richard Mast,Núria Roson,Nahúm Calvo‐Malvar,Manuel Escobar Amores, Josep Garcia-Bennett,Raquel Perez-Lopez

ISMRM Annual Meeting Joint Annual Meeting ISMRM-ESMRMB ISMRT 31st Annual Meeting

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1063P Differential Tumor Responses Are a Poor Prognostic Factor in Patients Receiving Immune Checkpoint Inhibitors

C. Tozzi, M. Ligero, A. Antolin, L. M. Atlagich, N. Staikoglou,K. Bernatowicz,M. Vieito Villar,G. Alonso,V. Galvao,I. Brana,A. Oberoi

ANNALS OF ONCOLOGY (2023): S642-S643

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