Classification of spinal curvature types using radiography images: deep learning versus classical methods

Performance Analysis for COVID-19 Diagnosis Using Custom and State-of-the-Art Deep Learning Models

(2022) Ali Tariq Nagi et al.   Applied Sciences-Basel

Adaptive Data Augmentation to Achieve Noise Robustness and Overcome Data Deficiency for Deep Learning

(2021) Eunkyeong Kim et al.   Applied Sciences-Basel

COVID-19 anomaly detection and classification method based on supervised machine learning of chest X-ray images

(2021) Jamal N. Hasoon et al.   Results in Physics

Transfer Learning with Deep Convolutional Neural Network (CNN) for Pneumonia Detection Using Chest X-ray

(2020) Tawsifur Rahman et al.   Applied Sciences-Basel

Efficient Pneumonia Detection in Chest Xray Images Using Deep Transfer Learning

(2020) Mohammad Farukh Hashmi et al.   Diagnostics

Deep-COVID: Predicting COVID-19 from chest X-ray images using deep transfer learning

(2020) Shervin Minaee et al.   MEDICAL IMAGE ANALYSIS

Accurate automated Cobb angles estimation using multi-view extrapolation net

(2019) Liansheng Wang et al.   MEDICAL IMAGE ANALYSIS

Automatic Detection and Classification of Colorectal Polyps by Transferring Low-Level CNN Features From Nonmedical Domain

(2017) Ruikai Zhang et al.   IEEE Journal of Biomedical and Health Informatics

Content-Based Image Retrieval Based On Color-Spatial Features

(2017) Mas Rina Mustaffa et al.   Malaysian Journal of Computer Science

ImageNet Large Scale Visual Recognition Challenge

(2015) Olga Russakovsky et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Automatic detection of microaneurysms in colour fundus images for diabetic retinopathy screening

(2015) Sarni Suhaila Rahim et al.   NEURAL COMPUTING & APPLICATIONS

Hierarchical retinal blood vessel segmentation based on feature and ensemble learning

(2015) Shuangling Wang et al.   NEUROCOMPUTING

Surface topography asymmetry maps categorizing external deformity in scoliosis

(2013) Amin Komeili et al.   Spine Journal

Exudate-based diabetic macular edema detection in fundus images using publicly available datasets

(2011) Luca Giancardo et al.   MEDICAL IMAGE ANALYSIS

Hierarchical annotation of medical images

(2011) Ivica Dimitrovski et al.   PATTERN RECOGNITION

X-ray Categorization and Retrieval on the Organ and Pathology Level, Using Patch-Based Visual Words

(2010) Uri Avni et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

The role of spinal concave–convex biases in the progression of idiopathic scoliosis

(2009) Mark Driscoll et al.   EUROPEAN SPINE JOURNAL

Retinopathy Online Challenge: Automatic Detection of Microaneurysms in Digital Color Fundus Photographs

(2009) Meindert Niemeijer et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Deformations, patches, and discriminative models for automatic annotation of medical radiographs

(2008) Thomas Deselaers et al.   PATTERN RECOGNITION LETTERS

Discriminative cue integration for medical image annotation

(2008) Tatiana Tommasi et al.   PATTERN RECOGNITION LETTERS