Publications by authors named "Celso Matos"

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Medical machine learning operations: a framework to facilitate clinical AI development and deployment in radiology.
José Guilherme de Almeida, Christina Messiou, Sam J Withey, Celso Matos, Dow-Mu Koh

Eur Radiol· November 2025

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Self-supervised learning leads to improved performance in biparametric prostate MRI classification.
José Guilherme de Almeida, Ana Sofia Castro Verde, Ana Mascarenhas Gaivão, Carlos Bilreiro, Inês Santiago, Celso Matos

Comput Biol Med· November 2025

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Diffusion tensor imaging and diffusion kurtosis imaging of the pancreas - feasibility, robustness and protocol comparison in a healthy population.
Carlos Bilreiro, Luisa Andrade, Rafael Henriques, Nuno Loução, Celso Matos

Abdom Radiol (NY)· October 2025

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Pancreatic Intraepithelial Neoplasia Revealed by Diffusion-Tensor MRI.
Carlos Bilreiro, Francisca F Fernandes, Rui V Simões, Rafael Henriques, Cristina Chavarrías, Celso Matos

Invest Radiol· June 2025

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Impact of Scanner Manufacturer, Endorectal Coil Use, and Clinical Variables on Deep Learning-assisted Prostate Cancer Classification Using Multiparametric MRI.
José Guilherme de Almeida, Nuno M Rodrigues, Ana Sofia Castro Verde, Ana Mascarenhas Gaivão, Carlos Bilreiro, Celso Matos

Radiol Artif Intell· May 2025

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Effective reduction of unnecessary biopsies through a deep-learning-assisted aggressive prostate cancer detector.
Nuno M Rodrigues, José Guilherme de Almeida, Ana Sofia Castro Verde, Ana Mascarenhas Gaivão, Carlos Bireiro, Celso Matos

Sci Rep· April 2025

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Automatic sequence identification in multicentric prostate multiparametric MRI datasets for clinical machine-learning.
José Guilherme de Almeida, Ana Sofia Castro Verde, Carlos Bilreiro, Inês Santiago, Joana Ip, Celso Matos

Insights Imaging· March 2025

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Liver Fibrosis: Diving into Microstructure with Diffusion-weighted Imaging.
Celso Matos, Thierry Metens

Radiology· October 2024

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Deep Learning Features Can Improve Radiomics-Based Prostate Cancer Aggressiveness Prediction.
Nuno M Rodrigues, José Guilherme de Almeida, Ana Rodrigues, Leonardo Vanneschi, Celso Matos

JCO Clin Cancer Inform· September 2024

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Imaging of pancreatic ductal adenocarcinoma - An update for all stages of patient management.
Carlos Bilreiro, Luísa Andrade, Inês Santiago, Rui Mateus Marques, Celso Matos

Eur J Radiol Open· June 2024

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Diffusion-weighted imaging for determining response to neoadjuvant therapy in pancreatic cancer: a systematic review and meta-analysis.
Carlos Bilreiro, Luísa Andrade, Rui Mateus Marques, Celso Matos

Eur Radiol· May 2024

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Corrigendum to "Analysis of domain shift in whole prostate gland, zonal and lesions segmentation and detection, using multicentric retrospective data" [Comput. Biol. Med. 17 (2024) 108216].
Nuno Miguel Rodrigues, José Guilherme de Almeida, Ana Sofia Castro Verde, Ana Mascarenhas Gaivão, Carlos Bilreiro, Celso Matos

Comput Biol Med· May 2024

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Analysis of domain shift in whole prostate gland, zonal and lesions segmentation and detection, using multicentric retrospective data.
Nuno Miguel Rodrigues, José Guilherme de Almeida, Ana Sofia Castro Verde, Ana Mascarenhas Gaivão, Carlos Bilreiro, Celso Matos

Comput Biol Med· March 2024

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Development of End-to-End AI-Based MRI Image Analysis System for Predicting IDH Mutation Status of Patients with Gliomas: Multicentric Validation.
João Santinha, Vasileios Katsaros, George Stranjalis, Evangelia Liouta, Christos Boskos, Celso Matos

J Imaging Inform Med· February 2024

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Gastric schwannoma: Two case reports and review of the literature.
Rodrigo Cordeiro, Margarida Morgado, Vera Oliveira, Miguel Bispo, Mireia Castillo-Martin, Celso Matos

Radiol Case Rep· December 2023

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Performances and variability of CT radiomics for the prediction of microvascular invasion and survival in patients with HCC: a matter of chance or standardisation?
Roberto Cannella, Joao Santinha, Aurélie Bèaufrere, Maxime Ronot, Riccardo Sartoris, Celso Matos

Eur Radiol· November 2023

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Urinary continence recovery after Retzius-sparing robot-assisted radical prostatectomy in relation to surgeon experience.
Jorge Fonseca, Gonçalo Froes, Maria Francisca Moraes-Fontes, Jorge Rebola, Rui Lúcio, Celso Matos

J Robot Surg· October 2023

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Retzius-sparing robot-assisted radical prostatectomy in a medium size oncological center holds adequate oncological and functional outcomes.
Jorge Fonseca, Maria Francisca Moraes-Fontes, Jorge Rebola, Rui Lúcio, Miguel Almeida, Celso Matos

J Robot Surg· June 2023

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Value of handcrafted and deep radiomic features towards training robust machine learning classifiers for prediction of prostate cancer disease aggressiveness.
Ana Rodrigues, Nuno Rodrigues, João Santinha, Maria V Lisitskaya, Aycan Uysal, Celso Matos

Sci Rep· April 2023

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Artificial intelligence and machine learning in cancer imaging.
Dow-Mu Koh, Nickolas Papanikolaou, Ulrich Bick, Rowland Illing, Charles E Kahn, Celso Matos

Commun Med (Lond)· October 2022

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Challenging case of Whipple's disease: The contribution of radiology.
João Garrido Santos, Patrícia Costa, António Galzerano, Celso Matos, João Lourenço

Radiol Case Rep· March 2022

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Prediction of Prostate Cancer Disease Aggressiveness Using Bi-Parametric Mri Radiomics.
Ana Rodrigues, João Santinha, Bernardo Galvão, Celso Matos, Francisco M Couto

Cancers (Basel)· December 2021

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Effective bowel motion reduction in mouse abdominal MRI using hyoscine butylbromide.
Carlos Bilreiro, Francisca F Fernandes, Luísa Andrade, Cristina Chavarrías, Rui V Simões, Celso Matos

Magn Reson Med· October 2021

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Two Rare Entities in One Patient: Mucinous Tubular and Spindle Cell Carcinoma of the Kidney and Peritoneal Adenomyomas.
Ana Sofia Alves, Ana Mascarenhas Gaivão, Rita Canas Marques, Celso Matos

Radiol Case Rep· August 2021

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Re-staging and follow-up of rectal cancer patients with MR imaging when "Watch-and-Wait" is an option: a practical guide.
Inês Santiago, Bernardete Rodrigues, Maria Barata, Nuno Figueiredo, Laura Fernandez, Celso Matos

Insights Imaging· August 2021

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