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

Navarro, F., Conjeti, S., Tombari, F. and Navab, N. (2018, March). Webly Supervised Learning for Skin Lesion Classification. arXiv preprint arXiv:1804.00177.

Paschali, M., Conjeti, S., Navarro, F. and Navab, N. (2018, March). Generalizability vs. Robustness: Adversarial Examples for Medical Imaging. arXiv preprint arXiv:1804.00504.

Navarro, F., Saint-Hill-Febles, Y., Renner, J., Klare, P., von Delius, S., Navab, N., & Mateus, D. (2017, March). Computer assisted optical biopsy for colorectal polyps. In SPIE Medical Imaging (pp. 101340J-101340J). International Society for Optics and Photonics.

Navarro-Avila, F. J., Cepeda-Negrete, J., & Sanchez-Yanez, R. E. (2016, June). Toward the Labeled Segmentation of Natural Images Using Rough-Set Rules. In Mexican Conference on Pattern Recognition (pp. 74-83). Springer International Publishing.


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Title: M.Sc.
Circumference of your head (in cm): 200
Firstname: Fernando
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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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Room: IMETUM/TranslaTUM
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Edit | Attach | Refresh | Diffs | More | Revision r1.14 - 06 Jul 2018 - 13:34 - FernandoNavarro

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