Detection of Brain Tumor based on Features Fusion and Machine Learning

Analysis of dual tree M-band wavelet transform based features for brain image classification

(2018) Ratna Raju Ayalapogu et al.   MAGNETIC RESONANCE IN MEDICINE

A deep learning model integrating FCNNs and CRFs for brain tumor segmentation

(2018) Xiaomei Zhao et al.   MEDICAL IMAGE ANALYSIS

Brain tumor segmentation in multi-spectral MRI using convolutional neural networks (CNN)

(2018) Sajid Iqbal et al.   MICROSCOPY RESEARCH AND TECHNIQUE

Quantitative Diffusion Tensor Magnetic Resonance Imaging Signal Characteristics in the Human Brain: A Hemispheres Analysis

(2017) Luminita Moraru et al.   IEEE SENSORS JOURNAL

Image Fusion Incorporating Parameter Estimation Optimized Gaussian Mixture Model and Fuzzy Weighted Evaluation System: A Case Study in Time-Series Plantar Pressure Data Set

(2017) Dan Wang et al.   IEEE SENSORS JOURNAL

MRI segmentation fusion for brain tumor detection

(2017) Iván Cabria et al.   Information Fusion

Performance analysis of brain tissues and tumor detection and grading system using ANFIS classifier

(2017) N. Herald Anantha Rufus et al.   INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY

Development of computer-aided approach for brain tumor detection using random forest classifier

(2017) R. Anitha et al.   INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY

Multi-modal brain tumor image segmentation based on SDAE

(2017) Yi Ding et al.   INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY

Deep Learning for Brain MRI Segmentation: State of the Art and Future Directions

(2017) Zeynettin Akkus et al.   JOURNAL OF DIGITAL IMAGING

ISLES 2015 - A public evaluation benchmark for ischemic stroke lesion segmentation from multispectral MRI

(2017) Oskar Maier et al.   MEDICAL IMAGE ANALYSIS

Efficient multi-scale 3D CNN with fully connected CRF for accurate brain lesion segmentation

(2017) Konstantinos Kamnitsas et al.   MEDICAL IMAGE ANALYSIS

Brain tumor segmentation with Deep Neural Networks

(2017) Mohammad Havaei et al.   MEDICAL IMAGE ANALYSIS

Detection of brain tumor in 3D MRI images using local binary patterns and histogram orientation gradient

(2017) Solmaz Abbasi et al.   NEUROCOMPUTING

Localized active contour model with background intensity compensation applied on automatic MR brain tumor segmentation

(2017) Elisee Ilunga-Mbuyamba et al.   NEUROCOMPUTING

Classification of focal and non focal EEG using entropies

(2017) Arunkumar N. et al.   PATTERN RECOGNITION LETTERS

Otsu's Multi-Thresholding and Active Contour Snake Model to Segment Dermoscopy Images

(2017) V. Rajinikanth et al.   Journal of Medical Imaging and Health Informatics

A Novel Fusion Approach for Early Lung Cancer Detection Using Computer Aided Diagnosis Techniques

(2017) Steven Lawrence Fernandes et al.   Journal of Medical Imaging and Health Informatics

Extraction of emotions from multilingual text using intelligent text processing and computational linguistics

(2017) Vinay Kumar Jain et al.   Journal of Computational Science

Advancement and applicability of classifiers for variant exponential model to optimize the accuracy for deep learning

(2017) Ritu Chauhan et al.   Journal of Ambient Intelligence and Humanized Computing

Hybrid Tolerance Rough Set–Firefly based supervised feature selection for MRI brain tumor image classification

(2016) Jothi G. et al.   APPLIED SOFT COMPUTING

Brain Tumor Segmentation Using Convolutional Neural Networks in MRI Images

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

Pathological brain detection in MRI scanning via Hu moment invariants and machine learning

(2016) Yudong Zhang et al.   JOURNAL OF EXPERIMENTAL & THEORETICAL ARTIFICIAL INTELLIGENCE

Multimodal MRI features predict isocitrate dehydrogenase genotype in high-grade gliomas

(2016) Biqi Zhang et al.   NEURO-ONCOLOGY

Automated brain tumour detection and segmentation using superpixel-based extremely randomized trees in FLAIR MRI

(2016) Mohammadreza Soltaninejad et al.   International Journal of Computer Assisted Radiology and Surgery

A Survey on Medical Image Segmentation

(2015) Saleha Masood et al.   Current Medical Imaging Reviews

The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS)

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

A Nonlinear Hybrid Filter for Salt & Pepper Noise Removal from Color Images

(2015) Isma Irum et al.   Journal of Applied Research and Technology

Multimodality Brain Tumor Imaging: MR Imaging, PET, and PET/MR Imaging

(2015) J. R. Fink et al.   JOURNAL OF NUCLEAR MEDICINE

Pathological Brain Image Segmentation and Classification: A Survey

(2014) Mussarat Yasmin et al.   Current Medical Imaging Reviews

Brain Tumor Segmentation Based on Local Independent Projection-Based Classification

(2014) Meiyan Huang et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Brain tumor detection and segmentation in a CRF (conditional random fields) framework with pixel-pairwise affinity and superpixel-level features

(2013) Wei Wu et al.   International Journal of Computer Assisted Radiology and Surgery

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(2011) Yi-hui Liu   Journal of Medical and Biological Engineering

Comparison of Optimized and Standard Diffusion-Weighted Imaging at 1.5T for the Detection of Acute Lesions in Patients with Transient Ischemic Attack

(2007) A. Bertrand et al.   AMERICAN JOURNAL OF NEURORADIOLOGY