Mohamed Alsheakhali
Research interests
- Machine learning
- Tracking in medical applications
- Decision Forests and Deep Leaning
- Optical Coherence Tomography (OCT) for Retinal Microsurgery
Background
| 2013- Present | Ph.D candidate at TUM
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| 2005 - 2007 | Master of Science in Computer Engineering (M.Sc.)
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| 1999 - 2004 | Bachelor of Science in Computer Engineering (B.Sc.)
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Publications
| 2016 |
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M. Alsheakhali, A. Eslami, A. Roodaki, N. Navab
CRF-Based Model for Instrument Detection and Pose Estimation in Retinal Microsurgery
Computational and Mathematical Methods in Medicine, Special issue on Machine Learning Applications in Medical Image Analysis, 2016
(bib)
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N. Rieke, D. J. Tan , C. Amat di San Filippo, F. Tombari, M. Alsheakhali, V. Belagiannis, A. Eslami, N. Navab
Real-time Localization of Articulated Surgical Instruments in Retinal Microsurgery
Medical Image Analysis, vol. 34, 82-100, 2016. The original publication is available online at medicalimageanalysisjournal.com. A free version is available until November 17,2016
(bib)
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M. Alsheakhali, A. Eslami, N. Navab
Detection of Articulated Instruments in Retinal Microsurgery
Proceedings of International Symposium on Biomedical Imaging (ISBI), April 2016, Prague, Czech Republic
(bib)
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| 2015 |
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N. Rieke, D. J. Tan , M. Alsheakhali, F. Tombari, C. Amat di San Filippo, V. Belagiannis, A. Eslami, N. Navab
Surgical Tool Tracking and Pose Estimation in Retinal Microsurgery
Proceedings of the 18th International Conference on Medical Image Computing and Computer Assisted Interventions (MICCAI), Munich, Germany, October 2015
(bib)
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M. Alsheakhali, A. Eslami, N. Navab
Microscopic Surgical Tool Type Detection
Proceedings of MICCAI Workshop on Interventional Microscopy (IM), October. 2015, Munich, Germany
(bib)
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M. Alsheakhali, M. Yigitsoy, A. Eslami, N. Navab
Real Time Medical Instrument Detection and Tracking in Microsurgery
Bildverarbeitung für die Medizin, March. 2015, Lübeck, Germany
(bib)
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M. Alsheakhali, M. Yigitsoy, A. Eslami, N. Navab
Surgical Tool Detection and Tracking in Retinal Microsurgery
SPIE, Feb. 2015, Orlando, Florida, USA.
(bib)
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