COVID-Net: A Tailored Deep Convolutional Neural Network Design for Detection of COVID-19 Cases from Chest X-Ray Images

22 March 2020

Papers citing "COVID-Net: A Tailored Deep Convolutional Neural Network Design for Detection of COVID-19 Cases from Chest X-Ray Images"

50 / 117 papers shown

Title
ViQA-COVID: COVID-19 Machine Reading Comprehension Dataset for Vietnamese H. Phung Ngoc C. Lê Van-Chien Nguyen Hang Thi Nguyen Thuy Phuong Thi Nguyen 68 1 0 21 Apr 2025
Novel Pooling-based VGG-Lite for Pneumonia and Covid-19 Detection from Imbalanced Chest X-Ray Datasets Santanu Roy Ashvath Suresh Palak Sahu Tulika Rudra Gupta 29 0 0 10 Apr 2025
MedUnifier: Unifying Vision-and-Language Pre-training on Medical Data with Vision Generation Task using Discrete Visual Representations Ziyang Zhang Yang Yu Yucheng Chen Xulei Yang S. Yeo MedIm 54 1 0 02 Mar 2025
Diagnosing COVID-19 Severity from Chest X-Ray Images Using ViT and CNN Architectures Luis Lara Lucia Eve Berger Rajesh Raju ViT 32 0 0 23 Feb 2025
Improving the network traffic classification using the Packet Vision approach Rodrigo Moreira Larissa Ferreira Rodrigues Pedro Frosi Rosa F. O. Silva 37 3 0 26 Dec 2024
Can Medical Vision-Language Pre-training Succeed with Purely Synthetic Data? Che Liu Zhongwei Wan Haozhe Wang Yinda Chen T. Qaiser Chen Jin Fariba Yousefi Nikolay Burlutskiy Rossella Arcucci VLM SyDa LM&MA MedIm 53 2 0 17 Oct 2024
How Does Diverse Interpretability of Textual Prompts Impact Medical Vision-Language Zero-Shot Tasks? Sicheng Wang Che Liu Rossella Arcucci VLM MedIm 36 0 0 31 Aug 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 21 0 0 27 Aug 2024
Effective-LDAM: An Effective Loss Function To Mitigate Data Imbalance for Robust Chest X-Ray Disease Classification S. SreeRamaVamsidhar Bhargava Satya Rama Krishna Sai Subrahmanyam Gorthi 20 1 0 06 Jul 2024
Unlocking the Power of Spatial and Temporal Information in Medical Multimodal Pre-training Jinxia Yang Bing-Huang Su Wayne Xin Zhao Ji-Rong Wen 32 2 0 30 May 2024
Disease-informed Adaptation of Vision-Language Models Jiajin Zhang Ge Wang M. Kalra P. Yan VLM 34 2 0 24 May 2024
A Textbook Remedy for Domain Shifts: Knowledge Priors for Medical Image Analysis Yue Yang Mona Gandhi Yufei Wang Yifan Wu Michael S. Yao Christopher Callison-Burch James C. Gee Mark Yatskar 48 3 0 23 May 2024
Learning Low-Rank Feature for Thorax Disease Classification Rajeev Goel Utkarsh Nath Yancheng Wang Alvin C. Silva Teresa Wu Yingzhen Yang 20 0 0 14 Feb 2024
A comprehensive study on fidelity metrics for XAI Miquel Miró-Nicolau Antoni Jaume-i-Capó Gabriel Moyà Alcover 25 11 0 19 Jan 2024
Unified Medical Image Pre-training in Language-Guided Common Semantic Space Xiaoxuan He Yifan Yang Xinyang Jiang Xufang Luo Haoji Hu Siyun Zhao Dongsheng Li Yuqing Yang Lili Qiu 32 1 0 24 Nov 2023
A design of Convolutional Neural Network model for the Diagnosis of the COVID-19 Xinyuan Song OOD 36 0 0 10 Nov 2023
COVID-VR: A Deep Learning COVID-19 Classification Model Using Volume-Rendered Computer Tomography N. M. L. Romero Ricco Vasconcellos M. R. Mendoza J. Comba 16 0 0 02 Aug 2023
CoVid-19 Detection leveraging Vision Transformers and Explainable AI Pangoth Santhosh Kumar Kundrapu Supriya Mallikharjuna Rao Krishna Teja Malisetti ViT MedIm 17 2 0 29 Jul 2023
Knowledge Boosting: Rethinking Medical Contrastive Vision-Language Pre-Training Xiaofei Chen Yuting He Cheng Xue Rongjun Ge Shuo Li Guanyu Yang VLM MedIm 21 12 0 14 Jul 2023
An Evaluation of Lightweight Deep Learning Techniques in Medical Imaging for High Precision COVID-19 Diagnostics Ogechukwu Ukwandu Hanan Hindy Elochukwu A. Ukwandu 8 21 0 30 May 2023
OneCAD: One Classifier for All image Datasets using multimodal learning S. Wadekar Eugenio Culurciello 32 0 0 11 May 2023
Detection of COVID19 in Chest X-Ray Images Using Transfer Learning Zanobya N. Khan 9 2 0 09 Apr 2023
LIMITR: Leveraging Local Information for Medical Image-Text Representation Gefen Dawidowicz Elad Hirsch A. Tal 23 15 0 21 Mar 2023
Vision Transformer-based Model for Severity Quantification of Lung Pneumonia Using Chest X-ray Images Bouthaina Slika Fadi Dornaika H. Merdji K. Hammoudi ViT MedIm 26 0 0 18 Mar 2023
Audit to Forget: A Unified Method to Revoke Patients' Private Data in Intelligent Healthcare Juexiao Zhou Haoyang Li Xingyu Liao Bin Zhang Wenjia He Zhongxiao Li Longxi Zhou Xin Gao MU 21 12 0 20 Feb 2023
COVID-Net USPro: An Open-Source Explainable Few-Shot Deep Prototypical Network to Monitor and Detect COVID-19 Infection from Point-of-Care Ultrasound Images Jessy Song Ashkan Ebadi A. Florea Pengcheng Xi Stéphane Tremblay Alexander Wong 17 0 0 04 Jan 2023
Explainable and Lightweight Model for COVID-19 Detection Using Chest Radiology Images S. Suba N. Parekh MedIm 22 0 0 28 Dec 2022
Boosting Automatic COVID-19 Detection Performance with Self-Supervised Learning and Batch Knowledge Ensembling Guang Li Ren Togo Takahiro Ogawa Miki Haseyama SSL 25 8 0 19 Dec 2022
COVID-19 Classification Using Deep Learning Two-Stage Approach Mostapha Alsaidi Ali Salem Altaher M. T. Jan Ahmed Altaher Zahra Salekshahrezaee 22 2 0 28 Nov 2022
SPCXR: Self-supervised Pretraining using Chest X-rays Towards a Domain Specific Foundation Model Syed Muhammad Anwar Abhijeet Parida Sara Atito Muhammad Awais G. Nino Josef Kitler M. Linguraru ViT SSL OOD 27 6 0 23 Nov 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 47 16 0 29 Oct 2022
Multi-Granularity Cross-modal Alignment for Generalized Medical Visual Representation Learning Fuying Wang Yuyin Zhou Shujun Wang V. Vardhanabhuti Lequan Yu 21 137 0 12 Oct 2022
CIRCA: comprehensible online system in support of chest X-rays-based COVID-19 diagnosis Wojciech Pra.zuch Aleksandra Suwalska M. Socha J. Tobiasz P. Foszner ... Barbara Gizycka E. Szurowska POLCOVID Study Group M. Marczyk Joanna Polańska 11 1 0 11 Oct 2022
Self-supervised Model Based on Masked Autoencoders Advance CT Scans Classification Jiashu Xu S. Stirenko 28 2 0 11 Oct 2022
Multi-Feature Vision Transformer via Self-Supervised Representation Learning for Improvement of COVID-19 Diagnosis Xiao Qi D. Foran J. Nosher I. Hacihaliloglu ViT MedIm 22 3 0 03 Aug 2022
Federated Learning with GAN-based Data Synthesis for Non-IID Clients Zijian Li Jiawei Shao Yuyi Mao Jessie Hui Wang Jinchao Zhang FedML 15 39 0 11 Jun 2022
COVIDx CXR-3: A Large-Scale, Open-Source Benchmark Dataset of Chest X-ray Images for Computer-Aided COVID-19 Diagnostics Maya Pavlova Tia Tuinstra Hossein Aboutalebi Andy Zhao Hayden Gunraj Alexander Wong 11 12 0 08 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 32 3 0 27 May 2022
VeriFi: Towards Verifiable Federated Unlearning Xiangshan Gao Xingjun Ma Jingyi Wang Youcheng Sun Bo Li S. Ji Peng Cheng Jiming Chen MU 65 46 0 25 May 2022
$Using a novel fractional-order gradient method for CNN back-propagation$ Using a novel fractional-order gradient method for CNN back-propagation M. Taresh N. Zhu T. Ali Mohammed Alghaili Weihua Guo MedIm 12 4 0 01 May 2022
Full-Spectrum Out-of-Distribution Detection Jingkang Yang Kaiyang Zhou Ziwei Liu OODD 21 57 0 11 Apr 2022
Vision Transformers in Medical Computer Vision -- A Contemplative Retrospection Arshi Parvaiz Muhammad Anwaar Khalid Rukhsana Zafar Huma Ameer M. Ali M. Fraz MedIm 11 59 0 29 Mar 2022
Virtual vs. Reality: External Validation of COVID-19 Classifiers using XCAT Phantoms for Chest Computed Tomography F. I. Tushar E. Abadi S. Sotoudeh-Paima Rafael B. Fricks Maciej Mazurowski W. Paul Segars Ehsan Samei J. Lo 11 6 0 07 Mar 2022
Temporal Context Matters: Enhancing Single Image Prediction with Disease Progression Representations Aishik Konwer Xuan Xu Joseph Bae Chaoyu Chen Prateek Prasanna MedIm 28 15 0 02 Mar 2022
Improving Classification Model Performance on Chest X-Rays through Lung Segmentation Hilda Azimi Jianxing Zhang Pengcheng Xi H. Asad Ashkan Ebadi Stéphane Tremblay Alexander Wong 13 7 0 22 Feb 2022
Improving COVID-19 CXR Detection with Synthetic Data Augmentation Daniel Schaudt C. Kloth Christian Spaete Andreas Hinteregger Meinrad Beer R. Schwerin MedIm 20 5 0 14 Dec 2021
Automatic COVID-19 disease diagnosis using 1D convolutional neural network and augmentation with human respiratory sound based on parameters: cough, breath, and voice Kranthi Kumar Lella Alphonse Pja 22 64 0 14 Dec 2021
Neural Networks for Infectious Diseases Detection: Prospects and Challenges Muhammad Azeem Shumaila Javaid Hamza Fahim Nasir Saeed 20 6 0 07 Dec 2021
Explainable Deep Learning in Healthcare: A Methodological Survey from an Attribution View Di Jin Elena Sergeeva W. Weng Geeticka Chauhan Peter Szolovits OOD 31 55 0 05 Dec 2021
An Overview of Healthcare Data Analytics With Applications to the COVID-19 Pandemic Z. Fei Y. Ryeznik O. Sverdlov C. Tan Weng Kee Wong 21 20 0 25 Nov 2021