MCNN: a multi-level CNN model for the classification of brain tumors in IoT-healthcare system

Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning

Hoo-Chang Shin, Holger R. Roth, Mingchen Gao et al. · IEEE Transactions on Medical Imaging · 2016 · 5.8K citations · Full text

Computing, Computer Science, Biomedical Imaging +16

Classification of brain tumor type and grade using MRI texture and shape in a machine learning scheme

Evangelia I. Zacharaki, Sumei Wang, Sanjeev Chawla et al. · Magnetic Resonance in Medicine · 2009 · 848 citations · Full text

Medicine, Oncology, Radiology +17

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

Brain tumor classification for MR images using transfer learning and fine-tuning

Zar Nawab Khan Swati, Qinghua Zhao, Muhammad Kabir et al. · Computerized Medical Imaging and Graphics · 2019 · 816 citations

Medicine, Oncology, Radiology +12

Multi-Classification of Brain Tumor Images Using Deep Neural Network

Hossam H. Sultan, Nancy M. Salem, Walid Al‐Atabany · IEEE Access · 2019 · 741 citations · Full text

Computing, Computer Science, Oncology +17