Fernando Navarro | DeepAI

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Featured Co-authors

Nassir Navab
318 publications
Federico Tombari
130 publications
Bjoern Menze
61 publications
Benedikt Wiestler
41 publications
Ivan Ezhov
32 publications
Suprosanna
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Bjoern H. Menze
31 publications
Johannes C. Paetzold
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Jan S. Kirschke
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Florian Kofler
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Anjany Sekuboyina
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∙ 07/21/2022

Focused Decoding Enables 3D Anatomical Detection by Transformers

Detection Transformers represent end-to-end object detection approaches ...

0 Bastian Wittmann, et al. ∙

∙ 03/01/2022

A unified 3D framework for Organs at Risk Localization and Segmentation for Radiation Therapy Planning

Automatic localization and segmentation of organs-at-risk (OAR) in CT ar...

10 Fernando Navarro, et al. ∙

∙ 10/24/2021

A Deep Learning Approach to Predicting Collateral Flow in Stroke Patients Using Radiomic Features from Perfusion Images

Collateral circulation results from specialized anastomotic channels whi...

5 Giles Tetteh, et al. ∙

∙ 05/14/2021

Evaluating the Robustness of Self-Supervised Learning in Medical Imaging

Self-supervision has demonstrated to be an effective learning strategy w...

16 Fernando Navarro, et al. ∙

∙ 09/09/2020

Real-time Bayesian personalization via a learnable brain tumor growth model

Modeling of brain tumor dynamics has the potential to advance therapeuti...

1 Ivan Ezhov, et al. ∙

∙ 08/18/2020

Grading Loss: A Fracture Grade-based Metric Loss for Vertebral Fracture Detection

Osteoporotic vertebral fractures have a severe impact on patients' overa...

1 Malek Husseini, et al. ∙

∙ 05/11/2020

Deep Reinforcement Learning for Organ Localization in CT

Robust localization of organs in computed tomography scans is a constant...

0 Fernando Navarro, et al. ∙

∙ 08/14/2019

Shape-Aware Complementary-Task Learning for Multi-Organ Segmentation

Multi-organ segmentation in whole-body computed tomography (CT) is a con...

5 Fernando Navarro, et al. ∙

∙ 03/31/2018

Webly Supervised Learning for Skin Lesion Classification

Within medical imaging, manual curation of sufficient well-labeled sampl...

0 Fernando Navarro, et al. ∙

∙ 03/23/2018

Generalizability vs. Robustness: Adversarial Examples for Medical Imaging

In this paper, for the first time, we propose an evaluation method for d...

0 Magdalini Paschali, et al. ∙

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