Segmentation of Brain Tumors from MRI Images Using Convolutional Autoencoder

A fast technique for image segmentation based on two Meta-heuristic algorithms

(2020) Mausam Chouksey et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Evaluating White Matter Lesion Segmentations with Refined Sørensen-Dice Analysis

(2020) Aaron Carass et al.   Scientific Reports

Classification of Brain Tumors from MRI Images Using a Convolutional Neural Network

(2020) Milica M. Badža et al.   Applied Sciences-Basel

Deep-Learning Convolutional Neural Networks Accurately Classify Genetic Mutations in Gliomas

(2018) P. Chang et al.   AMERICAN JOURNAL OF NEURORADIOLOGY

Toward Improving Safety in Neurosurgery with an Active Handheld Instrument

(2018) Sara Moccia et al.   ANNALS OF BIOMEDICAL ENGINEERING

Big data analysis for brain tumor detection: Deep convolutional neural networks

(2018) Javeria Amin et al.   Future Generation Computer Systems-The International Journal of eScience

Fully Automatic Brain Tumor Segmentation using End-to-End Incremental Deep Neural Networks in MRI images

(2018) Mostefa Ben naceur et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Detection of Brain Tumor based on Features Fusion and Machine Learning

(2018) Javeria Amin et al.   Journal of Ambient Intelligence and Humanized Computing

Using and understanding cross-validation strategies. Perspectives on Saeb et al.

(2017) Max A Little et al.   GigaScience

The need to approximate the use-case in clinical machine learning

(2017) Sohrab Saeb et al.   GigaScience

A package-SFERCB-“Segmentation, feature extraction, reduction and classification analysis by both SVM and ANN for brain tumors”

(2016) Jainy Sachdeva et al.   APPLIED SOFT COMPUTING

Performance evaluation of classification algorithms by k-fold and leave-one-out cross validation

(2015) Tzu-Tsung Wong   PATTERN RECOGNITION

Robust Biometric Recognition From Palm Depth Images for Gloved Hands

(2015) Binh P. Nguyen et al.   IEEE Transactions on Human-Machine Systems

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

(2015) Jun Cheng et al.   PLoS One

LIBSVM

(2012) Chih-Chung Chang et al.   ACM Transactions on Intelligent Systems and Technology

Learning from Imbalanced Data

(2009) Haibo He et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING