Edge U-Net: Brain tumor segmentation using MRI based on deep U-Net model with boundary information

Multi-stage glioma segmentation for tumour grade classification based on multiscale fuzzy C-means

(2022) Mostafa Soleymanifard et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Automated segmentation of brain tumor based on improved U-Net with residual units

(2022) Chuanbo Huang et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Improved U-Net3+ with stage residual for brain tumor segmentation

(2022) Chuanbo Qin et al.   BMC MEDICAL IMAGING

A systematic survey of deep learning in breast cancer

(2021) Xiang Yu et al.   INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS

Attention Res-UNet with Guided Decoder for semantic segmentation of brain tumors

(2021) Dhiraj Maji et al.   Biomedical Signal Processing and Control

Spherical coordinates transformation pre-processing in Deep Convolution Neural Networks for brain tumor segmentation in MRI

(2021) Carlo Russo et al.   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

Relax and focus on brain tumor segmentation

(2021) Pei Wang et al.   MEDICAL IMAGE ANALYSIS

Determinant of Covariance Matrix Model Coupled with AdaBoost Classification Algorithm for EEG Seizure Detection

(2021) Hanan Al-Hadeethi et al.   Diagnostics

Classification of Brain MRI Tumor Images Based on Deep Learning PGGAN Augmentation

(2021) Ahmed M. Gab Allah et al.   Diagnostics

Improved Diagnostic Imaging of Brain Tumors by Multimodal Microscopy and Deep Learning

(2020) Johanna Gesperger et al.   Cancers

Effective segmentation and classification of brain tumor using rough K means algorithm and multi kernel SVM in MR images

(2020) S. Krishnakumar et al.   Journal of Ambient Intelligence and Humanized Computing

Edge-Guided Non-Local Fully Convolutional Network for Salient Object Detection

(2020) Zhengzheng Tu et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY

An efficient brain tumor image segmentation based on deep residual networks (ResNets)

(2020) Lamia H. Shehab et al.   Journal of King Saud University, Engineering Sciences

A novel end-to-end brain tumor segmentation method using improved fully convolutional networks

(2019) Haichun Li et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Deep Learning Techniques for Medical Image Segmentation: Achievements and Challenges

(2019) Mohammad Hesam Hesamian et al.   JOURNAL OF DIGITAL IMAGING

Clinical, radiological, and histopathological predictors for long-term prognosis after surgery for atypical meningiomas

(2019) Eileen Maria Susanne Streckert et al.   ACTA NEUROCHIRURGICA

Brain Tumor Segmentation Using Convolutional Neural Networks in MRI Images

(2019) M. Mohammed Thaha et al.   JOURNAL OF MEDICAL SYSTEMS

Predicting early post-operative remission in pituitary adenomas: evaluation of the modified knosp classification

(2019) Marie Buchy et al.   Pituitary

A 3D Spatially Weighted Network for Segmentation of Brain Tissue From MRI

(2019) Liyan Sun et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Road Extraction by Deep Residual U-Net

(2018) Zhengxin Zhang et al.   IEEE Geoscience and Remote Sensing Letters

Concatenated and Connected Random Forests with Multiscale Patch Driven Active Contour Model for Automated Brain Tumor Segmentation of MR Images

(2018) Chao Ma et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

GAN-based Synthetic Medical Image Augmentation for increased CNN Performance in Liver Lesion Classification

(2018) Maayan Frid-Adar et al.   NEUROCOMPUTING

Brain tumor segmentation with Deep Neural Networks

(2017) Mohammad Havaei et al.   MEDICAL IMAGE ANALYSIS

Brain Tumor Segmentation Using Convolutional Neural Networks in MRI Images

(2016) Sergio Pereira et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Brain tumour classification using two-tier classifier with adaptive segmentation technique

(2016) V. Anitha et al.   IET Computer Vision

The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS)

(2015) Bjoern H. Menze et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

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

(2015) Jun Cheng et al.   PLoS One

N4ITK: Improved N3 Bias Correction

(2010) Nicholas J Tustison et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING