FernandoNavarro

Chair for Computer Aided Medical Procedures & Augmented Reality
Lehrstuhl für Informatikanwendungen in der Medizin & Augmented Reality

Fernando Navarro

Fernando Navarro
PhD Student

Image-Based Biomedical Modeling Group (IBBM)
Fakultät für Informatik
Technische Universität München
Boltzmannstr. 3
85748 Garching b. München

Email: fernando.navarro@tum.de

Room: IMETUM /TranslaTUM

Education

  • 2017: Master of Science in Biomedical Computing. Technical University of Munich, Germany
    Thesis: Webly Supervised Learning for Skin Lesion Classification
  • 2015: Bachelor in Mechatronics Engineering. University of Guanajuato, Mexico
    Thesis: Natural Image Segmentation Using Rough-Set-Based-Rules

Research Interests

  • Medical image analysis: algorithms for medical applications.
  • Machine Learning: Weak and and unsupervised learning
  • Deep Learning in Medical Imaging: classification, segmentation, localization for computer-aided systems.

Available Student Projects

Currently, active projects include but not limited to:

Publications

* Fernando Navarro, Suprosanna Shit, Ivan Ezhov, Johannes Paetzold, Andrei Gafita, Jan Peeken, Stephanie Combs, Bjoern Menze. MLMI Workshop, MICCAI,2019. Shape-Aware Complementary-Task Learning for Multi-Organ Segmentation. accepted MLMI Workshop MICCAI 2019

* Navarro, F., Conjeti, S., Tombari, F. and Navab, N. MICCAI, 2018. Webly Supervised Learning for Skin Lesion Classification.

* Paschali, M., Conjeti, S., Navarro, F. and Navab, N. MICCAI, 2018. Generalizability vs. Robustness: Adversarial Examples for Medical Imaging.

* Navarro, F., Saint-Hill-Febles, Y., Renner, J., Klare, P., von Delius, S., Navab, N., & Mateus, SPIE Medical Imaging,2017. *Computer assisted optical biopsy for colorectal polyps*

* Navarro-Avila, F. J., Cepeda-Negrete, J., & Sanchez-Yanez, R. E . MCPR, 2016.*Toward the Labeled Segmentation of Natural Images Using Rough-Set Rules*


UsersForm
Title: M.Sc.
Circumference of your head (in cm): 200
Firstname: Fernando
Middlename:  
Lastname: Navarro
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Birthday: 14.01.1991
Nationality: Mexico
Languages: English, German, Spanish
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Expertise: Medical Imaging
Position: Scientific Staff
Status: Active
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Emailafter: tum.de
Room: IMETUM/TranslaTUM
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Edit | Attach | Refresh | Diffs | More | Revision r1.19 - 18 Sep 2019 - 19:32 - FernandoNavarro

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