Brain tumor localization and segmentation using mask RCNN

Momina MASOOD , Tahira NAZIR , Marriam NAWAZ , Ali JAVED , Munwar IQBAL , Awais MEHMOOD

Front. Comput. Sci. ›› 2021, Vol. 15 ›› Issue (6) : 156338

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Front. Comput. Sci. ›› 2021, Vol. 15 ›› Issue (6) : 156338 DOI: 10.1007/s11704-020-0105-y
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Brain tumor localization and segmentation using mask RCNN

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Momina MASOOD, Tahira NAZIR, Marriam NAWAZ, Ali JAVED, Munwar IQBAL, Awais MEHMOOD. Brain tumor localization and segmentation using mask RCNN. Front. Comput. Sci., 2021, 15(6): 156338 DOI:10.1007/s11704-020-0105-y

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References

[1]

Qasem S N, Nazar A, Attia Qamar S. A learning based brain tumor detection system. CMC-Computers Materials & Continua, 2019, 59(3): 713–727

[2]

Rehman A, Naz S, Naseem U, Razzak I, Hameed I A. Deep autoencoderdecoder framework for semantic segmentation of brain tumor. Australian Journal of Intelligent Information Processing Systems, 2019, 15(4): 53

[3]

Sobhaninia Z, Rezaei S, Noroozi A, Ahmadi M, Zarrabi H, Karimi N, Emami A, Samavi S. Brain tumor segmentation using deep learning by type specific sorting of images. 2018, arXiv preprint arXiv:1809.07786

[4]

Rayhan F. FR-MRInet: a deep convolutional encoder-decoder for brain tumor segmentation with relu-RGB and sliding-window. International Journal of Computer Applications, 2018, 975: 8887

[5]

He K, Gkioxari G, Dollár P, Girshick R B. Mask R-CNN. In: Proceedings of the IEEE International Conference on Computer Vision.. 2017, 2980–2988

[6]

Cheng J, Huang W, Cao S, Yang R, Yang W, Yun Z,Wang Z, Feng Q. Enhanced performance of brain tumor classification via tumor region augmentation and partition. PLoS ONE, 2015, 10(10): e0140381

[7]

Çinar A, Yıldırım M. Detection of tumors on brain MRI images using the hybrid convolutional neural network architecture. Medical Hypotheses, 2020, 139: 109684

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