Brain tumor categorization from imbalanced MRI dataset using weighted loss and deep feature fusion

Decision Fusion of Deep Learning and Shallow Learning for Marine Oil Spill Detection

(2022) Junfang Yang et al.   Remote Sensing

Brain tumour classification using siamese neural network and neighbourhood analysis in embedded feature space

(2021) S. Deepak et al.   INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY

A hybrid approach of neural networks for age and gender classification through decision fusion

(2021) James Rwigema et al.   Biomedical Signal Processing and Control

DeepCervix: A deep learning-based framework for the classification of cervical cells using hybrid deep feature fusion techniques

(2021) Md Mamunur Rahaman et al.   COMPUTERS IN BIOLOGY AND MEDICINE

A novel approach of multisensory fusion to collaborative fault diagnosis in maintenance

(2021) Haidong Shao et al.   Information Fusion

Investigation and Classification of MRI Brain Tumors Using Feature Extraction Technique

(2020) Marwan A. A. Hamid et al.   Journal of Medical and Biological Engineering

Deep convolutional neural networks with transfer learning for automated brain image classification

(2020) Taranjit Kaur et al.   MACHINE VISION AND APPLICATIONS

Covid-19 Classification by FGCNet with Deep Feature Fusion from Graph Convolutional Network and Convolutional Neural Network

(2020) Shui-Hua Wang et al.   Information Fusion

Automatic classification of breast cancer histopathological images based on deep feature fusion and enhanced routing

(2020) Pin Wang et al.   Biomedical Signal Processing and Control

Machine Learning Algorithms and Fault Detection for Improved Belief Function Based Decision Fusion in Wireless Sensor Networks

(2019) Atia Javaid et al.   SENSORS

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

(2019) Zar Nawab Khan Swati et al.   COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

Brain Tumor Segmentation and Classification from Magnetic Resonance Images: Review of selected methods from 2014 to 2019

(2019) Arti Tiwari et al.   PATTERN RECOGNITION LETTERS

Class Feature Weighted Hyperspectral Image Classification

(2019) Shengwei Zhong et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Skin Lesion Classification Using CNNs With Patch-Based Attention and Diagnosis-Guided Loss Weighting

(2019) Nils Gessert et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Marginal Center Loss for Deep Remote Sensing Image Scene Classification

(2019) Tianyu Wei et al.   IEEE Geoscience and Remote Sensing Letters

Feature fusion for imbalanced ECG data analysis

(2018) Wei Lu et al.   Biomedical Signal Processing and Control

G-MS2F: GoogLeNet based multi-stage feature fusion of deep CNN for scene recognition

(2017) Pengjie Tang et al.   NEUROCOMPUTING

A Distance-Based Weighted Undersampling Scheme for Support Vector Machines and its Application to Imbalanced Classification

(2017) Qi Kang et al.   IEEE Transactions on Neural Networks and Learning Systems

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

Retrieval of Brain Tumors by Adaptive Spatial Pooling and Fisher Vector Representation

(2016) Jun Cheng et al.   PLoS One

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

(2015) Jun Cheng et al.   PLoS One