Automatic detection of pneumonia in chest X-ray images using textural features

Texture Analysis in the Evaluation of Covid-19 Pneumonia in Chest X-Ray Images: a Proof of Concept Study

(2021) Armando Ugo Cavallo et al.   Current Medical Imaging Reviews

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

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

Complexity-Based Classification of the Coronavirus Disease (COVID-19)

(2020) Hamidreza Namazi et al.   FRACTALS-COMPLEX GEOMETRY PATTERNS AND SCALING IN NATURE AND SOCIETY

Classification of COVID-19 in chest X-ray images using DeTraC deep convolutional neural network

(2020) Asmaa Abbas et al.   APPLIED INTELLIGENCE

COVID-CAPS: A capsule network-based framework for identification of COVID-19 cases from X-ray images

(2020) Parnian Afshar et al.   PATTERN RECOGNITION LETTERS

Unveiling COVID-19 from CHEST X-Ray with Deep Learning: A Hurdles Race with Small Data

(2020) Enzo Tartaglione et al.   International Journal of Environmental Research and Public Health

Comparison of handcrafted features and convolutional neural networks for liver MR image adequacy assessment

(2020) Wenyi Lin et al.   Scientific Reports

A pilot study of radiomics technology based on X-ray mammography in patients with triple-negative breast cancer

(2019) Hong-Xia Zhang et al.   Journal of X-Ray Science and Technology

An empirical comparison and evaluation of minority oversampling techniques on a large number of imbalanced datasets

(2019) György Kovács   APPLIED SOFT COMPUTING

The revival of the Gini importance?

(2018) Stefano Nembrini et al.   BIOINFORMATICS

Rapid review: radiomics and breast cancer

(2018) Francesca Valdora et al.   BREAST CANCER RESEARCH AND TREATMENT

Supervoxels-Based Histon as a New Alzheimer’s Disease Imaging Biomarker

(2018) César Toro et al.   SENSORS

Radiomic Features of Hippocampal Subregions in Alzheimer’s Disease and Amnestic Mild Cognitive Impairment

(2018) Feng Feng et al.   Frontiers in Aging Neuroscience

Deep Convolutional Neural Networks for Chest Diseases Detection

(2018) Rahib H. Abiyev et al.   Journal of Healthcare Engineering

Visualization and Interpretation of Convolutional Neural Network Predictions in Detecting Pneumonia in Pediatric Chest Radiographs

(2018) Sivaramakrishnan Rajaraman et al.   Applied Sciences-Basel

Cross-Validation for Imbalanced Datasets: Avoiding Overoptimistic and Overfitting Approaches [Research Frontier]

(2018) Miriam Seoane Santos et al.   IEEE Computational Intelligence Magazine

Deep learning for chest radiograph diagnosis: A retrospective comparison of the CheXNeXt algorithm to practicing radiologists

(2018) Pranav Rajpurkar et al.   PLOS MEDICINE

Selection of glucocorticoid-sensitive patients in interstitial lung disease secondary to connective tissue diseases population by radiomics

(2018) Ding-Yun Feng et al.   Therapeutics and Clinical Risk Management

A survey on deep learning in medical image analysis

(2017) Geert Litjens et al.   MEDICAL IMAGE ANALYSIS

Radiomics: Images Are More than Pictures, They Are Data

(2016) Robert J. Gillies et al.   RADIOLOGY

Radiomics applied to lung cancer: a review

(2016) Madeleine Scrivener et al.   Translational Cancer Research

A radiomics model from joint FDG-PET and MRI texture features for the prediction of lung metastases in soft-tissue sarcomas of the extremities

(2015) M Vallières et al.   PHYSICS IN MEDICINE AND BIOLOGY

Energy poverty: An overview

(2015) Mikel González-Eguino   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Superpixel-Based Roughness Measure for Multispectral Satellite Image Segmentation

(2015) César Ortiz Toro et al.   Remote Sensing

Fractals in the Neurosciences, Part I: General Principles and Basic Neurosciences

(2013) A. Di Ieva et al.   NEUROSCIENTIST

SLIC Superpixels Compared to State-of-the-Art Superpixel Methods

(2012) R. Achanta et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Computer-aided Diagnosis of Pulmonary Infections Using Texture Analysis and Support Vector Machine Classification

(2011) Jianhua Yao et al.   ACADEMIC RADIOLOGY

Pneumonia and poverty: a prospective population-based study among children in Brazil

(2011) Lícia KAM Thörn et al.   BMC INFECTIOUS DISEASES

Comparative Performance Analysis of State-of-the-Art Classification Algorithms Applied to Lung Tissue Categorization

(2008) Adrien Depeursinge et al.   JOURNAL OF DIGITAL IMAGING

Color image segmentation: Rough-set theoretic approach

(2007) Milind M. Mushrif et al.   PATTERN RECOGNITION LETTERS