Search Results - Gutierrez-Becker, Benjamin

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  1. 1
    Gaussian process uncertainty in age estimation as a measure of brain abnormality

    Gaussian process uncertainty in age estimation as a measure of brain abnormality by Gutierrez Becker, Benjamin, Klein, Tassilo, Wachinger, Christian

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  2. 2
    Training and deploying a deep learning model for endoscopic severity grading in ulcerative colitis using multicenter clinical trial data

    Training and deploying a deep learning model for endoscopic severity grading in ulcerative colitis using multicenter clinical trial data by Gutierrez Becker, Benjamin, Arcadu, Filippo, Thalhammer, Andreas, Gamez Serna, Citlalli, Feehan, Owen, Drawnel, Faye, Oh, Young S., Prunotto, Marco

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  3. 3
    Deep learning ensembles for detecting brain metastases in longitudinal multi-modal MRI studies

    Deep learning ensembles for detecting brain metastases in longitudinal multi-modal MRI studies by Machura, Bartosz, Kucharski, Damian, Bozek, Oskar, Eksner, Bartosz, Kokoszka, Bartosz, Pekala, Tomasz, Radom, Mateusz, Strzelczak, Marek, Zarudzki, Lukasz, Gutiérrez-Becker, Benjamín, Krason, Agata, Tessier, Jean, Nalepa, Jakub

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  4. 4
    Re-thinking the Etiological Framework of Neurodegeneration

    Re-thinking the Etiological Framework of Neurodegeneration by Castillo, Ximena, Castro-Obregón, Susana, Gutiérrez-Becker, Benjamin, Gutiérrez-Ospina, Gabriel, Karalis, Nikolaos, Khalil, Ahmed A, Lopez-Noguerola, José Sócrates, Rodríguez, Liliana Lozano, Martínez-Martínez, Eduardo, Perez-Cruz, Claudia, Pérez-Velázquez, Judith, Piña, Ana Luisa, Rubio, Karla, García, Héctor Pedro Salazar, Syeda, Tauqeerunnisa, Vanoye-Carlo, America, Villringer, Arno, Winek, Katarzyna, Zille, Marietta

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  5. 5
    Detecting liver cirrhosis in computed tomography scans using clinically-inspired and radiomic features

    Detecting liver cirrhosis in computed tomography scans using clinically-inspired and radiomic features by Kotowski, Krzysztof, Kucharski, Damian, Machura, Bartosz, Adamski, Szymon, Gutierrez Becker, Benjamín, Krason, Agata, Zarudzki, Lukasz, Tessier, Jean, Nalepa, Jakub

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  6. 6
    Discriminative and generative models for anatomical shape analysis on point clouds with deep neural networks

    Discriminative and generative models for anatomical shape analysis on point clouds with deep neural networks by Gutiérrez-Becker, Benjamín, Sarasua, Ignacio, Wachinger, Christian

    Published in Medical image analysis
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  7. 7
    Guiding multimodal registration with learned optimization updates

    Guiding multimodal registration with learned optimization updates by Gutierrez-Becker, Benjamin, Mateus, Diana, Peter, Loic, Navab, Nassir

    Published in Medical image analysis
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  8. 8
    Ulcerative Colitis Severity Classification and Localized Extent (UC-SCALE): An Artificial Intelligence Scoring System for a Spatial Assessment of Disease Severity in Ulcerative Colitis

    Ulcerative Colitis Severity Classification and Localized Extent (UC-SCALE): An Artificial Intelligence Scoring System for a Spatial Assessment of Disease Severity in Ulcerative Col... by Gutierrez-Becker, Benjamin, Fraessle, Stefan, Yao, Heming, Luscher, Jerome, Girycki, Rafal, Machura, Bartosz, Czornik, Janusz, Goslinsky, Jaroslaw, Pitura, Marek, Levitte, Steven, Arús-Pous, Josep, Fisher, Emily, Bojic, Daniela, Richmond, David, Bigorgne, Amelie E, Prunotto, Marco

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  9. 9
    3D intra-operative ultrasound and MR image guidance: pursuing an ultrasound-based management of brainshift to enhance neuronavigation

    3D intra-operative ultrasound and MR image guidance: pursuing an ultrasound-based management of brainshift to enhance neuronavigation by Riva, Marco, Hennersperger, Christoph, Milletari, Fausto, Katouzian, Amin, Pessina, Federico, Gutierrez-Becker, Benjamin, Castellano, Antonella, Navab, Nassir, Bello, Lorenzo

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  10. 10
    Automatic segmentation of the fetal cerebellum on ultrasound volumes, using a 3D statistical shape model

    Automatic segmentation of the fetal cerebellum on ultrasound volumes, using a 3D statistical shape model by Gutierrez-Becker, Benjamin, Arambula Cosio, Fernando, Guzman Huerta, Mario E, Benavides-Serralde, Jesus Andres, Camargo-Marin, Lisbeth, Medina Banuelos, Veronica

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  11. 11
    Automatic segmentation of the cerebellum of fetuses on 3D ultrasound images, using a 3D Point Distribution Model

    Automatic segmentation of the cerebellum of fetuses on 3D ultrasound images, using a 3D Point Distribution Model by Gutierrez Becker, Benjamin, Arambula Cosio, Fernando, Guzman Huerta, Mario E., Benavides-Serralde, Jesus Andres

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  12. 12
    Discriminative and Generative Models for Anatomical Shape Analysison Point Clouds with Deep Neural Networks

    Discriminative and Generative Models for Anatomical Shape Analysison Point Clouds with Deep Neural Networks by Benjamin Gutierrez Becker, Sarasua, Ignacio, Wachinger, Christian

    Published in arXiv.org
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  13. 13
    Unsupervised Segmentation of Colonoscopy Images

    Unsupervised Segmentation of Colonoscopy Images by Yao, Heming, Lüscher, Jérôme, Benjamin Gutierrez Becker, Arús-Pous, Josep, Biancalani, Tommaso, Bigorgne, Amelie, Richmond, David

    Published in arXiv.org
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  14. 14
    Deep Multi-Structural Shape Analysis: Application to Neuroanatomy

    Deep Multi-Structural Shape Analysis: Application to Neuroanatomy by Gutierrez-Becker, Benjamin, Wachinger, Christian

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  15. 15
    Detect, Quantify, and Incorporate Dataset Bias: A Neuroimaging Analysis on 12,207 Individuals

    Detect, Quantify, and Incorporate Dataset Bias: A Neuroimaging Analysis on 12,207 Individuals by Wachinger, Christian, Benjamin Gutierrez Becker, Rieckmann, Anna

    Published in arXiv.org
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  16. 16
    Gaussian Process Uncertainty in Age Estimation as a Measure of Brain Abnormality

    Gaussian Process Uncertainty in Age Estimation as a Measure of Brain Abnormality by Benjamin Gutierrez Becker, Klein, Tassilo, Wachinger, Christian

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  17. 17
    Quantifying Confounding Bias in Neuroimaging Datasets with Causal Inference

    Quantifying Confounding Bias in Neuroimaging Datasets with Causal Inference by Wachinger, Christian, Benjamin Gutierrez Becker, Rieckmann, Anna, Pölsterl, Sebastian

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  18. 18
    Deep Shape Analysis on Abdominal Organs for Diabetes Prediction

    Deep Shape Analysis on Abdominal Organs for Diabetes Prediction by Gutierrez-Becker, Benjamin, Gatidis, Sergios, Gutmann, Daniel, Peters, Annette, Christopher Schlett Fabian Bamberg, Wachinger, Christian

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  19. 19
    Hands-Free Segmentation of Medical Volumes via Binary Inputs

    Hands-Free Segmentation of Medical Volumes via Binary Inputs by Dubost, Florian, Loic, Peter, Rupprecht, Christian, Gutierrez-Becker, Benjamin, Navab, Nassir

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  20. 20
    A Wide and Deep Neural Network for Survival Analysis from Anatomical Shape and Tabular Clinical Data

    A Wide and Deep Neural Network for Survival Analysis from Anatomical Shape and Tabular Clinical Data by Pölsterl, Sebastian, Sarasua, Ignacio, Gutiérrez-Becker, Benjamín, Wachinger, Christian

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