Detection of pneumonia in chest X‐ray images by using 2D discrete wavelet feature extraction with random forest

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

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

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

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

DualCheXNet: dual asymmetric feature learning for thoracic disease classification in chest X-rays

(2019) Bingzhi Chen et al.   Biomedical Signal Processing and Control

Identifying pneumonia in chest X-rays: A deep learning approach

(2019) Amit Kumar Jaiswal et al.   MEASUREMENT

Identifying Medical Diagnoses and Treatable Diseases by Image-Based Deep Learning

(2018) Daniel S. Kermany et al.   CELL

Bio-inspired methods modeled for respiratory disease detection from medical images

(2018) Marcin Woźniak et al.   Swarm and Evolutionary Computation

Machine Learning Methods for Histopathological Image Analysis

(2018) Daisuke Komura et al.   Computational and Structural Biotechnology Journal

Fully Automated Echocardiogram Interpretation in Clinical Practice

(2018) Jeffrey Zhang et al.   CIRCULATION

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

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

Lung nodule malignancy classification in chest computed tomography images using transfer learning and convolutional neural networks

(2018) Raul Victor M. da Nóbrega et al.   NEURAL COMPUTING & APPLICATIONS

Machine Learning for Medical Imaging

(2017) Bradley J. Erickson et al.   RADIOGRAPHICS

Multilayer descriptors for medical image classification

(2016) Alessandra Lumini et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Random forest in remote sensing: A review of applications and future directions

(2016) Mariana Belgiu et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Brain MR image classification using two-dimensional discrete wavelet transform and AdaBoost with random forests

(2016) Deepak Ranjan Nayak et al.   NEUROCOMPUTING

Mammogram classification using two dimensional discrete wavelet transform and gray-level co-occurrence matrix for detection of breast cancer

(2015) Shradhananda Beura et al.   NEUROCOMPUTING

Epidemiology and etiology of childhood pneumonia

(2008) Igor Rudan   BULLETIN OF THE WORLD HEALTH ORGANIZATION