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

26 March 2020

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

50 / 67 papers shown

Title
CLOG-CD: Curriculum Learning based on Oscillating Granularity of Class Decomposed Medical Image Classification Asmaa Abbas M. Gaber M. Abdelsamea 34 0 0 03 May 2025
Enhancing Brain Tumor Classification Using TrAdaBoost and Multi-Classifier Deep Learning Approaches Mahin Mohammadi Saman Jamshidi 49 1 0 31 Oct 2024
From Lab to Pocket: A Novel Continual Learning-based Mobile Application for Screening COVID-19 Danny Falero Muhammad Ashad Kabir Nusrat Homaira 27 0 0 16 Oct 2024
Automatic Detection of COVID-19 from Chest X-ray Images Using Deep Learning Model Alloy Das Rohit Agarwal Rituparna Singh Arindam Chowdhury Debashis Nandi 31 0 0 27 Aug 2024
Improving Fairness of Automated Chest X-ray Diagnosis by Contrastive Learning Mingquan Lin Tianhao Li Zhaoyi Sun G. Holste Ying Ding Fei-Yue Wang George Shih Yifan Peng 21 2 0 25 Jan 2024
Empowering Medical Imaging with Artificial Intelligence: A Review of Machine Learning Approaches for the Detection, and Segmentation of COVID-19 Using Radiographic and Tomographic Images Sayed Amir Mousavi Mobarakeh K. Kazemi A. Aarabi H. Danyali 37 2 0 13 Jan 2024
COVID-19 Diagnosis: ULGFBP-ResNet51 approach on the CT and the Chest X-ray Images Classification V. Esmaeili Mahmood Mohassel Feghhi S. Shahdi LM&MA 30 1 0 20 Dec 2023
Deep Residual CNN for Multi-Class Chest Infection Diagnosis Ryan Donghan Kwon Dohyun Lim Yoonha Lee Seung Won Lee 17 1 0 17 Nov 2023
Deep Reinforcement Learning Framework for Thoracic Diseases Classification via Prior Knowledge Guidance Weizhi Nie Chen Zhang Dan Song Lina Zhao Yunpeng Bai Keliang Xie Anan Liu 41 0 0 02 Jun 2023
Making the Invisible Visible: Toward High-Quality Terahertz Tomographic Imaging via Physics-Guided Restoration Weng-Tai Su Yi-Chun Hung Po-Jen Yu Shang-Hua Yang Chia-Wen Lin 17 8 0 28 Apr 2023
Transfer learning method in the problem of binary classification of chest X-rays Kolesnikov Dmitry LM&MA 17 0 0 19 Mar 2023
CECT: Controllable Ensemble CNN and Transformer for COVID-19 Image Classification Zhao Liu Leizhao Shen ViT 29 8 0 05 Feb 2023
Fitness Dependent Optimizer with Neural Networks for COVID-19 patients Maryam T. Abdulkhaleq Tarik Ahmed Rashid B. Hassan Abeer Alsadoon Nebojša Bačanin A. Chhabra S. Vimal 26 8 0 06 Jan 2023
Diagnosis of COVID-19 disease using CT scan images and pre-trained models Faezeh Amouzegar H. Mirvaziri M. G. Ahsaee Mahdi Shariatzadeh 24 3 0 16 Aug 2022
BCS-Net: Boundary, Context and Semantic for Automatic COVID-19 Lung Infection Segmentation from CT Images Runmin Cong Hao Yang Qiuping Jiang Wei Gao Haisheng Li C. Wang Yao-Min Zhao Sam Kwong 27 36 0 17 Jul 2022
Spatiotemporal Feature Learning Based on Two-Step LSTM and Transformer for CT Scans Chih-Chung Hsu Chin-Han Tsai Guangfeng Chen Sin-Di Ma Shen-Chieh Tai MedIm 31 9 0 04 Jul 2022
Comparative Analysis of State-of-the-Art Deep Learning Models for Detecting COVID-19 Lung Infection from Chest X-Ray Images Zeba Ghaffar Pir Masoom Shah Hikmat Khan Syed Farhan Alam Zaidi Abdullah Gani I. Khan M. A. Shah S. M. Fakhrul Islam 28 3 0 01 Jul 2022
BIO-CXRNET: A Robust Multimodal Stacking Machine Learning Technique for Mortality Risk Prediction of COVID-19 Patients using Chest X-Ray Images and Clinical Data Tawsifur Rahman M. Chowdhury Amith Khandakar Z. Mahbub Md. Sakib Hossain ... Khandaker F. Islam S. Kashem Muhammad Salman Khan S. Zughaier Maqsud Hossain 21 18 0 15 Jun 2022
Classification of COVID-19 in Chest X-ray Images Using Fusion of Deep Features and LightGBM H. Nasiri Ghazal Kheyroddin M. Dorrigiv Mona Esmaeili A. Nafchi Mohsen Ghorbani P. Zarkesh-Ha 26 19 0 09 Jun 2022
A Survey of Deep Learning Techniques for the Analysis of COVID-19 and their usability for Detecting Omicron Asifullah Khan Dr. Saddam Hussain Khan Mahrukh Saif Asiya Batool A. Sohail Muhammad Waleed Khan 43 48 0 13 Feb 2022
Neural Networks for Infectious Diseases Detection: Prospects and Challenges Muhammad Azeem Shumaila Javaid Hamza Fahim Nasir Saeed 24 6 0 07 Dec 2021
Classification of COVID-19 on chest X-Ray images using Deep Learning model with Histogram Equalization and Lungs Segmentation Aman Swaraj Karan Verma 23 6 0 05 Dec 2021
COVID-19 Detection on Chest X-Ray Images: A comparison of CNN architectures and ensembles Fabricio A. Breve 11 29 0 18 Nov 2021
CXR-Net: An Encoder-Decoder-Encoder Multitask Deep Neural Network for Explainable and Accurate Diagnosis of COVID-19 pneumonia with Chest X-ray Images Xin Zhang Liangxiu Han Tam Sobeih Lianghao Han Nina Dempsey Symeon Lechareas A. Tridente Haoming Chen Stephen White MedIm 27 17 0 20 Oct 2021
A novel framework based on deep learning and ANOVA feature selection method for diagnosis of COVID-19 cases from chest X-ray Images H. Nasiri S. A. Alavi 29 79 0 30 Sep 2021
Classification of COVID-19 from CXR Images in a 15-class Scenario: an Attempt to Avoid Bias in the System C. Bose Anirvan Basu 34 0 0 25 Sep 2021
Evaluation of Convolutional Neural Networks for COVID-19 Classification on Chest X-Rays F. Zeiser C. A. D. Costa G. Ramos Henrique C. Bohn I. Santos R. Righi 14 4 0 06 Sep 2021
Recognition of COVID-19 Disease Utilizing X-Ray Imaging of the Chest Using CNN Md Gulzar Hussain Shiren Ye 24 5 0 05 Sep 2021
CrossedWires: A Dataset of Syntactically Equivalent but Semantically Disparate Deep Learning Models Max Zvyagin Thomas Brettin Arvind Ramanathan Sumit Kumar Jha 22 1 0 29 Aug 2021
A Data Augmented Approach to Transfer Learning for Covid-19 Detection Shagufta Henna A. Reji 24 1 0 05 Aug 2021
A Survey of Machine Learning Techniques for Detecting and Diagnosing COVID-19 from Imaging Aishwarza Panday M. A. Kabir N. K. Chowdhury 41 7 0 25 Jul 2021
Medical Imaging with Deep Learning for COVID- 19 Diagnosis: A Comprehensive Review Subrato Bharati Prajoy Podder M. Rubaiyat Hossain Mondal V. B. Surya Prasath 28 39 0 13 Jul 2021
Ebola Optimization Search Algorithm (EOSA): A new metaheuristic algorithm based on the propagation model of Ebola virus disease O. N. Oyelade Ezugwu E. Absalom 27 22 0 02 Jun 2021
UncertaintyFuseNet: Robust Uncertainty-aware Hierarchical Feature Fusion Model with Ensemble Monte Carlo Dropout for COVID-19 Detection Moloud Abdar Soorena Salari Sina Qahremani Fellow Ieee Hak-Keung Lam Fakhri Karray Ieee Sadiq Hussain Fellow Senior Member Ieee Abbas Khosravi S. M. I. U. Rajendra Acharya V. Makarenkov Australia. S. Nahavandi OOD 28 77 0 18 May 2021
COVID-Net CXR-2: An Enhanced Deep Convolutional Neural Network Design for Detection of COVID-19 Cases from Chest X-ray Images Maya Pavlova Naomi Terhljan A. Chung Andy Zhao Siddharth Surana Hossein Aboutalebi Hayden Gunraj A. Sabri Amer Alaref Alexander Wong 33 46 0 14 May 2021
I Find Your Lack of Uncertainty in Computer Vision Disturbing Matias Valdenegro-Toro UQCV 25 20 0 16 Apr 2021
Self-supervised deep convolutional neural network for chest X-ray classification Matej Gazda J. Gazda J. Plávka P. Drotár SSL 37 54 0 04 Mar 2021
Fusion of convolution neural network, support vector machine and Sobel filter for accurate detection of COVID-19 patients using X-ray images Danial Sharifrazi R. Alizadehsani M. Roshanzamir Javad Hassannataj Joloudari A. Shoeibi ... S. Nahavandi M. Panahiazar A. Zare Sheikh Mohammed Shariful Islam U. Acharya 32 140 0 13 Feb 2021
COVID-19 identification from volumetric chest CT scans using a progressively resized 3D-CNN incorporating segmentation, augmentation, and class-rebalancing Md. Kamrul Hasan Md. Tasnim Jawad Kazi N. Hasan Sajal Basak Partha Md. Masum Al Masba Shumit Saha 29 21 0 11 Feb 2021
Real-time Prediction for Mechanical Ventilation in COVID-19 Patients using A Multi-task Gaussian Process Multi-objective Self-attention Network Kai Zhang Siddharth Karanth B. Patel R. Murphy Xiaoqian Jiang OOD 41 4 0 01 Feb 2021
Deep Learning Models May Spuriously Classify Covid-19 from X-ray Images Based on Confounders K. B. Ahmed Lawrence Hall Dmitry Goldgof Gregory M. Goldgof Rahul Paul 16 3 0 08 Jan 2021
Diagnosis/Prognosis of COVID-19 Images: Challenges, Opportunities, and Applications Arash Mohammadi Yingxu Wang Nastaran Enshaei Parnian Afshar F. Naderkhani A. Oikonomou M. Rafiee H. C. R. Oliveira Svetlana Yanushkevich Konstantinos N. Plataniotis LM&MA 30 5 0 28 Dec 2020
COVIDX: Computer-aided diagnosis of Covid-19 and its severity prediction with raw digital chest X-ray images Wajid Arshad Abbasi S. Abbas S. Andleeb 24 3 0 25 Dec 2020
Deep Neural Networks for COVID-19 Detection and Diagnosis using Images and Acoustic-based Techniques: A Recent Review Walid Hariri A. Narin 21 35 0 10 Dec 2020
Exploring the Effect of Image Enhancement Techniques on COVID-19 Detection using Chest X-rays Images Tawsifur Rahman Amith Khandakar Yazan Qiblawey Anas Tahir S. Kiranyaz ... M. Islam S. Al-Maadeed S. Zughaier Muhammad Salman Khan M. Chowdhury 16 812 0 25 Nov 2020
Artificial Intelligence for COVID-19 Detection -- A state-of-the-art review Parsa Sarosh S. A. Parah Romany F Mansur G. M. Bhat 29 3 0 25 Nov 2020
Triage of Potential COVID-19 Patients from Chest X-ray Images using Hierarchical Convolutional Networks K. Dev Sunder Ali Khowaja A. Bist V. Saini Surbhi Bhatia 30 29 0 01 Nov 2020
Medical Imaging and Computational Image Analysis in COVID-19 Diagnosis: A Review Shahabedin Nabavi Azar Ejmalian M. Moghaddam A. A. Abin Alejandro F. Frangi M. Mohammadi H. S. Rad 21 34 0 01 Oct 2020
Contrastive Cross-site Learning with Redesigned Net for COVID-19 CT Classification Zhao Wang Quande Liu Qi Dou OOD 24 162 0 15 Sep 2020
A free web service for fast COVID-19 classification of chest X-Ray images J. D. B. Castro Ricardo Rei J. E. Ruiz Pedro Marco Achanccaray Diaz S. A. Canchumuni C. M. Villalobos Felipe Borges Coelho L. Mendoza M. Pacheco 21 0 0 27 Aug 2020