Multimodal Brain Tumor Classification Using Deep Learning and Robust Feature Selection: A Machine Learning Application for Radiologists

Microscopic melanoma detection and classification: A framework of pixel‐based fusion and multilevel features reduction

(2020) Amjad Rehman et al.   MICROSCOPY RESEARCH AND TECHNIQUE

Classification of stomach infections: A paradigm of convolutional neural network along with classical features fusion and selection

(2020) Abdul Majid et al.   MICROSCOPY RESEARCH AND TECHNIQUE

Brain tumor detection based on extreme learning

(2020) Muhammad Sharif et al.   NEURAL COMPUTING & APPLICATIONS

Gastrointestinal diseases segmentation and classification based on duo-deep architectures

(2020) Mehshan Ahmed Khan et al.   PATTERN RECOGNITION LETTERS

A Novel Transfer Learning Based Approach for Pneumonia Detection in Chest X-ray Images

(2020) Vikash Chouhan et al.   Applied Sciences-Basel

IOUC-3DSFCNN: Segmentation of Brain Tumors via IOU Constraint 3D Symmetric Full Convolution Network with Multimodal Auto-context

(2020) Jinping Liu et al.   Scientific Reports

Classification of brain MRI using hyper column technique with convolutional neural network and feature selection method

(2020) Mesut Toğaçar et al.   EXPERT SYSTEMS WITH APPLICATIONS

A Sustainable Deep Learning Framework for Object Recognition Using Multi-Layers Deep Features Fusion and Selection

(2020) Muhammad Rashid et al.   Sustainability

Deep Learning for Multigrade Brain Tumor Classification in Smart Healthcare Systems: A Prospective Survey

(2020) Khan Muhammad et al.   IEEE Transactions on Neural Networks and Learning Systems

Brain tumor detection and classification: A framework of marker-based watershed algorithm and multilevel priority features selection

(2019) Muhammad A. Khan et al.   MICROSCOPY RESEARCH AND TECHNIQUE

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

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

A neuro-heuristic approach for recognition of lung diseases from X-ray images

(2019) Qiao Ke et al.   EXPERT SYSTEMS WITH APPLICATIONS

A Deep Learning-Based Framework for Automatic Brain Tumors Classification Using Transfer Learning

(2019) Arshia Rehman et al.   CIRCUITS SYSTEMS AND SIGNAL PROCESSING

Brain tumor classification using deep CNN features via transfer learning

(2019) S. Deepak et al.   COMPUTERS IN BIOLOGY AND MEDICINE

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

An enhanced deep learning approach for brain cancer MRI images classification using residual networks

(2019) Sarah Ali Abdelaziz Ismael et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Deep neural network with generative adversarial networks pre-training for brain tumor classification based on MR images

(2019) Navid Ghassemi et al.   Biomedical Signal Processing and Control

A new approach for brain tumor diagnosis system: Single image super resolution based maximum fuzzy entropy segmentation and convolutional neural network

(2019) Eser Sert et al.   MEDICAL HYPOTHESES

Brain tumor classification based on DWT fusion of MRI sequences using convolutional neural network

(2019) Javaria Amin et al.   PATTERN RECOGNITION LETTERS

Lungs cancer classification from CT images: An integrated design of contrast based classical features fusion and selection

(2019) M. Attique Khan et al.   PATTERN RECOGNITION LETTERS

Developed Newton-Raphson based deep features selection framework for skin lesion recognition

(2019) Muhammad Attique Khan et al.   PATTERN RECOGNITION LETTERS

Active deep neural network features selection for segmentation and recognition of brain tumors using MRI images

(2019) Muhammad Irfan Sharif et al.   PATTERN RECOGNITION LETTERS

Fully automatic model-based segmentation and classification approach for MRI brain tumor using artificial neural networks

(2018) N. Arunkumar et al.   CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE

Multi-grade brain tumor classification using deep CNN with extensive data augmentation

(2018) Muhammad Sajjad et al.   Journal of Computational Science

Brain tumor segmentation and classification by improved binomial thresholding and multi-features selection

(2018) Muhammad Sharif et al.   Journal of Ambient Intelligence and Humanized Computing

Brain Tumor Segmentation Using Convolutional Neural Networks in MRI Images

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