Scholar

Mourad GRIDACH

Google Scholar ID: lQh2xTAAAAAJ

Senior Research Scientist, University of Oxford

Medical ImagingMedical Image SegmentationMachine LearningNatural Language ProcessingComputer

Citations & Impact

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Citations

760

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Publications

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Publications

20 items

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Academic Achievements

Publications:
- M. Gridach. PyDiNet: Pyramid Dilated Network for Medical Image Segmentation. Neural Networks. 2021
- M. Gridach and I. Voiculescu. DOPNet: Densely Oriented Pooling Network for Medical Image Segmentation. Proceedings of the IEEE International Symposium on Biomedical Imaging (ISBI), Nice, France 2021.
- Ali, S., Dmitrieva, M., Ghatwary, N., Bano, S., Polat, G., Gridach M., Temizel, A., Krenzer, A., Hekalo, A., Guo, Y.B., Matuszewski, B. et al., 2020. Deep learning for detection and segmentation of artefact and disease instances in gastrointestinal endoscopy. Medical Image Analysis
- M. Gridach. Character-level neural network for biomedical named entity recognition. Journal of Biomedical Informatics. 2017.

Research Experience

Currently a Postdoctoral Research Associate at the Oxford Institute of Biomedical Engineering. Involved in the PULSE project and part of the Biomedical Image Analysis research group.

Education

Previously, he was a Postdoctoral Researcher at the University of Colorado Anschutz Medical Campus advised by Professor Lawrence Hunter. Also, he was a visiting researcher at the Department of Computer Science at the University of Oxford advised by Professor Irina Voiculescu.

Background

Research interests include Machine Learning, Medical Image Segmentation, Natural Language Processing, and Computer Vision. Currently a Postdoctoral Researcher at the Oxford Institute of Biomedical Engineering, Department of Engineering Science, University of Oxford.

Miscellany