Concepedia

A deep learning approach for brain tumor classification using MRI images

Muhammad Aamir, Zia-ur Rahman, Zaheer Ahmed Dayo, Waheed Ahmed Abro, M. Irfan Uddin, Inayat Khan, Ali Shariq Imran, Zafar Ali, Muhammad Ishfaq, Yurong Guan,

Computers & Electrical Engineering · 2022 · 314 citations · 18 references

Open access

Concepts

ComputingComputer ScienceRadiologyDiagnostic ImagingMachine LearningNeuro-oncologyBrain TumorsDeep LearningMagnetic Resonance ImagingMedical ImagingNeural NetworksTumor ClassificationBrain Tumor DiagnosisComputer-aided Tumor DiagnosisDeep Learning In RadiologyDeep Learning-based ClassificationDeep Learning-based DiagnosisDeep Learning-based Lesion ClassificationImage-based Tumor Detection

References

18

Selective Search for Object Recognition

Jasper Uijlings, Koen E. A. van de Sande, Theo Gevers et al. · International Journal of Computer Vision · 2013 · 6.1K citations · Full text

Computing, Computer Science, Computer Vision +12

Brain tumor classification using deep CNN features via transfer learning

S. Deepak, P. M. Ameer · Computers in Biology and Medicine · 2019 · 1.3K citations

Medicine, Neurological Surgery, Oncology +15

Enhanced Performance of Brain Tumor Classification via Tumor Region Augmentation and Partition

Jun Cheng, Wei Huang, Shuangliang Cao et al. · PLoS ONE · 2015 · 819 citations · Full text

Medicine, Oncology, Radiology +17

Magnetic resonance imaging-based brain tumor grades classification and grading via convolutional neural networks and genetic algorithms

Amin Kabir Anaraki, Moosa Ayati, Foad Kazemi · Journal of Applied Biomedicine · 2018 · 607 citations

Computing, Oncology, Radiology +14

Multi-Classification of Brain Tumor MRI Images Using Deep Convolutional Neural Network with Fully Optimized Framework

Emrah Irmak · Iranian Journal of Science and Technology Transactions of Electrical Engineering · 2021 · 453 citations · Full text

Medicine, Oncology, Radiology +12