بيداء قاسم فليح

حصلت على البكالوريوس في هندسة الحاسبات والبرمجيات من كلية الهندسة /جامعة ديالى في عام 2008. وحصلت على الماجستير في هندسة الحاسبات من كلية الهندسة/جامعة بغداد في عام 2010 ونالت شهادة الدكتوراه من جامعة ليفربول/ بريطانيا عام 2018. تعمل كتدريسية في قسم الحاسوب/ كلية الهندسة منذ عام 2011 ولغاية الان. مجال الاهتمامات البحثية الرئيسية لها تتركز في معالجة الصور الطبية والذكاء الصناعي وتطبيقاتهما في المجال الصحي ولديها عدة بحوث منشورة في هذه المجالات
   

ذكاء صناعي
1, 2 , 3 , 4 , 5 , 6 , 7 , 8 , 9 , 10 , 11

 

:Publications

B. Al-Bander, W. Al-Nuaimy, B. M. Williams, Y. Zheng, “Multiscale Sequential Convolutional Neural Networks for Simultaneous Detection of Fovea and Optic Disc “, Biomedical Signal Processing and Control, 40:91-101, 2018.

B. Al-Bander, B. M. Williams, W. Al-Nuaimy, Y. Zheng, “Dense Fully Convolutional Segmentation of the Optic Disc and Cup in Colour Fundus for Glaucoma Diagnosis “, Symmetry, 10(4): 87, 2018.

B. Al-Bander, B. M. Williams, W. Al-Nuaimy, Y. Zheng, “A Framework for Automatic Segmentation of the Choroid in EDI-OCT Images using Deep Learning and Clustering “, IEEE Transactions on Medical Imaging, Under Revision, 2018.

H. Pratt, B. M. Williams, J. Y. Ku, C. Vas, E. McCann, B. Al-Bander, Y. Zheng, " Automatic Detection and Distinction of Retinal Vessel Bifurcations and Crossings in Colour Fundus Photography", Journal of Imaging, 4(1), 2017.

MacCormick, I. J., Williams, B. M., Zheng, Y., Li, K., Al-Bander, B., Czanner, S., ... & Czanner, G. (2019). Accurate, fast, data efficient and interpretable glaucoma diagnosis with automated spatial analysis of the whole cup to disc profile. PloS one14(1), e0209409.

B. Al-Bander, W. Al-Nuaimy, M. A. Al-Taee, Y. Zheng, " Diabetic Macular Edema Grading based on Deep Neural Network “, in 19th International Conference on Medical Image Computing and Computer Assisted Intervention Ophthalmic Medical Image Analysis International Workshop MICCAI OMIA, 2016, pp. 121-128.

B. Al-Bander, W. Al-Nuaimy, M. A. Al-Taee, Y. Zheng, " Automatic Feature Learning Method for Detection of Retinal Landmarks “, in 9th International Conference on the Developments on eSystems Engineering (DeSE). IEEE, 2016, pp. 13-18.

B. Al-Bander, W. Al-Nuaimy, M. A. Al-Taee, Y. Zheng, " Automated Glaucoma Diagnosis using Deep Learning Approach “, in 14th International Multi-Conference on Systems, Signals & Devices (SSD). IEEE, 2017, pp. 207-210.

B. Al-Bander, B. M. Williams, M. A. Al-Taee, W. Al-Nuaimy, Y. Zheng, " A Novel Choroid Segmentation Method for Retinal Diagnosis Using Deep Learning “, in 10th International Conference on the Developments on eSystems Engineering (DeSE). IEEE, 2017.

B. Al-Bander, W. Al-Nuaimy, D.G. Parry, S. Leach, Y. Zheng, " Automatic Detection of Optic Disc and Fovea using Deep Neural Network “, 26th EASDec abstract in European Journal of Ophthalmology, 2016.

B. M. Williams, B. Al-Bander, H. Pratt, S. Lawman, Y. Zhao, Y. Zheng, Y. Shen, " Fast Blur Detection and Parametric Deconvolution of Retinal Fundus Images “, in Ophthalmic Medical Image Analysis.Springer, Cham, 2017, pp. 194-201.

B. Al-Bander, T. Alzahrani, S. Alzahrani, B. M. Williams, and Y. Zheng. "Improving Fetal Head Contour Detection by Object Localisation with Deep Learning." In Annual Conference on Medical Image Understanding and Analysis, pp. 142-150. Springer, Cham, 2019.

S. Alzahrani, W. Al-Nuaimy, and B. Al-Bander. "Seven-Point Checklist with Convolutional Neural Networks for Melanoma Diagnosis." In 2019 8th European Workshop on Visual Information Processing (EUVIP), pp. 211-216. IEEE, 2019.

 

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