Covid-19: Automatic detection from X-Ray images utilizing Transfer Learning with Convolutional Neural Networks

25 March 2020

Papers citing "Covid-19: Automatic detection from X-Ray images utilizing Transfer Learning with Convolutional Neural Networks"

50 / 166 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
Optimal Transfer Learning for Missing Not-at-Random Matrix Completion Akhil Jalan Yassir Jedra Arya Mazumdar Soumendu Sundar Mukherjee Purnamrita Sarkar 236 0 0 28 Feb 2025
An Integrated Deep Learning Framework Leveraging NASNet and Vision Transformer with MixProcessing for Accurate and Precise Diagnosis of Lung Diseases Sajjad Saleem Muhammad Imran Sharif ViT 37 0 0 27 Feb 2025
Improving the network traffic classification using the Packet Vision approach Rodrigo Moreira Larissa Ferreira Rodrigues Pedro Frosi Rosa F. O. Silva 39 2 0 26 Dec 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
Comparison of fine-tuning strategies for transfer learning in medical image classification Ana Davila Jacinto Colan Yasuhisa Hasegawa 26 17 0 14 Jun 2024
Transfer Learning for Latent Variable Network Models Akhil Jalan Arya Mazumdar Soumendu Sundar Mukherjee Purnamrita Sarkar 43 1 0 05 Jun 2024
CoVScreen: Pitfalls and recommendations for screening COVID-19 using Chest X-rays Sonit Singh 44 1 0 13 May 2024
COVID-19 Detection Based on Blood Test Parameters using Various Artificial Intelligence Methods Kavian Khanjani Seyed Rasoul Hosseini Hamid Taheri S. Shashaani Mohammad Teshnehlab 25 1 0 02 Apr 2024
Artificial Intelligence (AI) Based Prediction of Mortality, for COVID-19 Patients Mahbubunnabi Tamala Mohammad Marufur Rahman Maryam Alhasimc Mobarak Al Mulhimd Mohamed Derichee 23 0 0 28 Mar 2024
Transfer Learning for Nonparametric Regression: Non-asymptotic Minimax Analysis and Adaptive Procedure T. T. Cai Hongming Pu 18 19 0 22 Jan 2024
From Data to Insights: A Comprehensive Survey on Advanced Applications in Thyroid Cancer Research Xinyu Zhang Vincent C. S. Lee Feng Liu 13 3 0 08 Jan 2024
MultiFusionNet: Multilayer Multimodal Fusion of Deep Neural Networks for Chest X-Ray Image Classification Saurabh Agarwal K. Arya Y. Meena 31 2 0 01 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
Symptom-based Machine Learning Models for the Early Detection of COVID-19: A Narrative Review Moyosolu Akinloye 18 0 0 08 Dec 2023
Robust and Interpretable COVID-19 Diagnosis on Chest X-ray Images using Adversarial Training Karina Yang Alexis Bennett Dominique Duncan OOD 18 1 0 23 Nov 2023
MVC: A Multi-Task Vision Transformer Network for COVID-19 Diagnosis from Chest X-ray Images Huyen Tran D. Nguyen John Yearwood MedIm ViT 40 0 0 30 Sep 2023
Automated COVID-19 CT Image Classification using Multi-head Channel Attention in Deep CNN Susmita K. Ghosh Abhiroop Chatterjee 18 2 0 31 Jul 2023
Enhancing COVID-19 Diagnosis through Vision Transformer-Based Analysis of Chest X-ray Images Sultan Zavrak 24 0 0 12 Jun 2023
Case Studies on X-Ray Imaging, MRI and Nuclear Imaging S. Sarker A. Biswas Md Abdullah Al Nasim Md. Shahin Ali Sai Puppala Sajedul Talukder 17 3 0 03 Jun 2023
Comparing a composite model versus chained models to locate a nearest visual object Antoine Le Borgne Xavier Marjou Fanny Parzysz Tayeb Lemlouma 24 1 0 02 Jun 2023
An Evaluation of Lightweight Deep Learning Techniques in Medical Imaging for High Precision COVID-19 Diagnostics Ogechukwu Ukwandu Hanan Hindy Elochukwu A. Ukwandu 23 21 0 30 May 2023
Detection of COVID19 in Chest X-Ray Images Using Transfer Learning Zanobya N. Khan 21 2 0 09 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
Designing an Improved Deep Learning-based Model for COVID-19 Recognition in Chest X-ray Images: A Knowledge Distillation Approach Amirreza BabaAhmadi Sahar Khalafi M. Shariatpanahi M. Ayati 22 2 0 06 Jan 2023
Deep Learning For Classification Of Chest X-Ray Images (Covid 19) Benbakreti Samir Said Mwanahija Benbakreti Soumia U. Özkaya 6 1 0 06 Jan 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
Weakly-supervised detection of AMD-related lesions in color fundus images using explainable deep learning José Morano Álvaro S. Hervella J. Rouco Jorge Novo José I. Fernández-Vigo M. Ortega MedIm 34 13 0 01 Dec 2022
Interpretable CNN-Multilevel Attention Transformer for Rapid Recognition of Pneumonia from Chest X-Ray Images Shengchao Chen Sufen Ren Guanjun Wang Mengxing Huang Chenyang Xue ViT MedIm 49 16 0 29 Oct 2022
Optimising Chest X-Rays for Image Analysis by Identifying and Removing Confounding Factors S. Aslani Watjana Lilaonitkul Vaishnavi Gnanananthan D. Raj B. Rangelov A. Young Yipeng Hu P. Taylor Daniel C. Alexander Joseph Jacob 10 5 0 22 Aug 2022
Generative Transfer Learning: Covid-19 Classification with a few Chest X-ray Images Suvarna Kadam V.G. Vaidya MedIm 26 1 0 10 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 29 36 0 17 Jul 2022
CNN-based Local Vision Transformer for COVID-19 Diagnosis Hongyan Xu Xiu Su Dadong Wang ViT MedIm 30 2 0 05 Jul 2022
Using Hashtags to Analyze Purpose and Technology Application of Open-Source Project Related to COVID-19 Liang Tian Chengzhi Zhang 8 0 0 03 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
Backbones-Review: Feature Extraction Networks for Deep Learning and Deep Reinforcement Learning Approaches O. Elharrouss Y. Akbari Noor Almaadeed S. Al-Maadeed 32 69 0 16 Jun 2022
Machine learning approaches for COVID-19 detection from chest X-ray imaging: A Systematic Review Harold Brayan Arteaga-Arteaga Melissa delaPava Alejandro Mora-Rubio Mario Alejandro Bravo-Ortíz Jesús Alejandro Alzate-Grisales ... Simon Orozco-Arias M. Hassaballah South Valley University O. Cardona-Morales Valencia OOD 19 1 0 11 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
Calibrated Bagging Deep Learning for Image Semantic Segmentation: A Case Study on COVID-19 Chest X-ray Image Lucy Nwosu Xiangfang Li Lijun Qian Seungchan Kim Xishuang Dong 47 3 0 27 May 2022
MINSU (Mobile Inventory And Scanning Unit):Computer Vision and AI Jihoon Ryoo Byungkon Kang Dongyeob Lee Seunghyeon Kim Youngho Kim 16 0 0 14 Apr 2022
Diagnosis of COVID-19 Cases from Chest X-ray Images Using Deep Neural Network and LightGBM Mobina Ezzoddin H. Nasiri M. Dorrigiv 21 17 0 27 Mar 2022
Towards Clinical Practice: Design and Implementation of Convolutional Neural Network-Based Assistive Diagnosis System for COVID-19 Case Detection from Chest X-Ray Images Daniel Kvak Marian Bendik Anna Chromcová 21 4 0 20 Mar 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 45 48 0 13 Feb 2022
A Deep Learning Approach for the Detection of COVID-19 from Chest X-Ray Images using Convolutional Neural Networks Aditya Saxena Shamsheer Pal Singh 31 14 0 24 Jan 2022
An Incremental Learning Approach to Automatically Recognize Pulmonary Diseases from the Multi-vendor Chest Radiographs Mehreen Sirshar Taimur Hassan M. Akram S. Khan 32 33 0 07 Jan 2022
Machine learning based disease diagnosis: A comprehensive review M. Ahsan Zahed Siddique 28 309 0 31 Dec 2021
Robust Weakly Supervised Learning for COVID-19 Recognition Using Multi-Center CT Images Qinghao Ye Yuan Gao Weiping Ding Z. Niu Chengjia Wang ... Minhao Wang E. Fang Wade Menpes-Smith Jun Xia Guang Yang OOD 34 33 0 09 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 26 6 0 05 Dec 2021
MedRDF: A Robust and Retrain-Less Diagnostic Framework for Medical Pretrained Models Against Adversarial Attack Mengting Xu Tao Zhang Daoqiang Zhang AAML MedIm 26 23 0 29 Nov 2021
Diagnosis of COVID-19 Using Machine Learning and Deep Learning: A review Rubaiyat Hossain Mondal Subrato Bharati Prajoy Podder 29 56 0 28 Oct 2021