Curated dataset for covid-19 posterior-anterior chest radiography images (x-rays)

U Sait, K Lal, S Prajapati, R Bhaumik, T Kumar… - Mendeley …, 2020 - researchgate.net
… combined curated dataset of COVID-19 Chest X-ray images obtained by collating 15 publically
available datasets … The present dataset contains 1281 COVID-19 X-Rays, 3270 Normal X

Weakly labeled data augmentation for deep learning: a study on COVID-19 detection in chest X-rays

S Rajaraman, S Antani - Diagnostics, 2020 - mdpi.com
… (CT) imaging is more specific than chest X-rays (CXR), its … are a curated subset of 26,684
AP and posterioranterior (PA… radiographic patterns, taken from the NIH CXR-14 dataset [16]. It …

Few-shot learning approach for COVID-19 detection from X-ray images

R Abdrakhmanov, M Altynbekov, A Abu… - 2021 16th …, 2021 - ieeexplore.ieee.org
datasets, Curated Dataset for COVID-19 Posterior-Anterior Chest Radiography Images [7]
and COVID-19 Radiography … and 10 COVID19 samples of X-ray images in the training dataset

Deep learning for distinguishing normal versus abnormal chest radiographs and generalization to two unseen diseases tuberculosis and COVID-19

Z Nabulsi, A Sellergren, S Jamshy, C Lau, E Santos… - Scientific reports, 2021 - nature.com
… management is primarily done using posterioranterior (PA) CXRs, … , we curated 2 datasets
for TB and 2 datasets for COVID-19 (1 … ChestX-ray8: Hospital-scale chest X-ray database and …

[HTML][HTML] Training deep learning algorithms with weakly labeled pneumonia chest X-ray data for COVID-19 detection

S Rajaraman, S Antani - MedRxiv, 2020 - ncbi.nlm.nih.gov
… in chest X-ray images which are … curated subset of 26,684 AP and posterior-anterior (PA)
CXRs showing normal and abnormal radiographic patterns, taken from the NIH CXR-14 dataset

[HTML][HTML] Public covid-19 x-ray datasets and their impact on model bias–a systematic review of a significant problem

BG Santa Cruz, MN Bossa, J Sölter, AD Husch - Medical image analysis, 2021 - Elsevier
… of publicly available COVID-19 chest X-ray datasets, determining their … datasets are
much larger and better curated than those for … For example, the PA prone protocol (posterior-anterior, …

CoVScreen: Pitfalls and recommendations for screening COVID-19 using Chest X-rays

S Singh - arXiv preprint arXiv:2405.07674, 2024 - arxiv.org
… – We curated a relatively larger COVID-19 dataset from multiple publicly … dataset having
small number of COVID-19 chest X-rays … Given that Posterior Anterior (PA) projections are often …

Lightweight ResGRU: a deep learning-based prediction of SARS-CoV-2 (COVID-19) and its severity classification using multimodal chest radiography images

M Ahmad, UI Bajwa, Y Mehmood… - Neural Computing and …, 2023 - Springer
… A chest X-ray is a standard radiography imaging type used to detect COVID-19 infection.
It helps to identify the space … The “Curated Dataset for COVID-19 Posterior-Anterior Chest

[图书][B] The Development and Optimization of a Deep-Learning Strategy for COVID-19 Classification in Chest X-Ray Radiography

D Griner - 2023 - search.proquest.com
… This comprehensive analysis involves curating training data, … the clinical background of
COVID-19, datasets utilized, … simply: given a chest X-ray, does the patient have COVID-19 or not? …

COVID-19 Classification from X-Ray Images using 2D CNN

S Khan, SMM Islam, AU Nasib, F Hasnat… - 2022 IEEE 10th …, 2022 - ieeexplore.ieee.org
… “Curated Dataset for COVID19 Posterior-Anterior Chest … A well organized dataset [13]
containing 4558 XRay images … Identification of COVID-19 patience from chest X-Ray images are …