Predicting COVID-19 Pneumonia Severity on Chest X-ray with Deep Learning

24 May 2020

Papers citing "Predicting COVID-19 Pneumonia Severity on Chest X-ray with Deep Learning"

37 / 37 papers shown

Title
Diagnosing COVID-19 Severity from Chest X-Ray Images Using ViT and CNN Architectures Luis Lara Lucia Eve Berger Rajesh Raju ViT 37 0 0 23 Feb 2025
Multi-Dataset Multi-Task Learning for COVID-19 Prognosis Filippo Ruffini L. Tronchin Zhuoru Wu Wenting Chen Paolo Soda Linlin Shen V. Guarrasi 29 10 0 22 May 2024
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
Deterioration Prediction using Time-Series of Three Vital Signs and Current Clinical Features Amongst COVID-19 Patients Sarmad Mehrdad Farah E. Shamout Yao Wang S. F. Atashzar 19 8 0 12 Oct 2022
Pneumonia Detection in Chest X-Rays using Neural Networks Narayana Darapaneni Ashish Ranjan Dany Bright D. Trivedi K. Kumar Vivek Kumar A. Paduri 21 1 0 07 Apr 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 31 48 0 13 Feb 2022
Event-based clinical findings extraction from radiology reports with pre-trained language model Wilson Lau K. Lybarger Martin Gunn Meliha Yetisgen 22 5 0 27 Dec 2021
TorchXRayVision: A library of chest X-ray datasets and models Joseph Paul Cohen J. Viviano Paul Bertin Paul Morrison Parsa Torabian ... M. Lungren Akshay S. Chaudhari Rupert Brooks Mohammad Hashir H. Bertrand VLM MedIm 25 121 0 31 Oct 2021
Improving Pneumonia Localization via Cross-Attention on Medical Images and Reports Riddhish Bhalodia Ali Hatamizadeh Leo K. Tam Ziyue Xu Xiaosong Wang E. Turkbey Daguang Xu 23 23 0 06 Oct 2021
MobileCaps: A Lightweight Model for Screening and Severity Analysis of COVID-19 Chest X-Ray Images S. Pawan Rahul Sankar A. Prabhudev P. Mahesh K. Prakashini S. Das Jeny Rajan 23 3 0 19 Aug 2021
A Data Augmented Approach to Transfer Learning for Covid-19 Detection Shagufta Henna A. Reji 22 1 0 05 Aug 2021
COVID-19 Pneumonia Severity Prediction using Hybrid Convolution-Attention Neural Architectures Nam H. Nguyen Jerome Chang 23 3 0 06 Jul 2021
An Analysis of the Deployment of Models Trained on Private Tabular Synthetic Data: Unexpected Surprises Mayana Pereira Meghana Kshirsagar S. Mukherjee Rahul Dodhia J. L. Ferres 27 9 0 15 Jun 2021
COVID-19 Lung Lesion Segmentation Using a Sparsely Supervised Mask R-CNN on Chest X-rays Automatically Computed from Volumetric CTs V. Ramesh Blaine Rister D. Rubin 22 5 0 17 May 2021
COVID-Net CT-S: 3D Convolutional Neural Network Architectures for COVID-19 Severity Assessment using Chest CT Images Hossein Aboutalebi Saad Abbasi M. Shafiee Alexander Wong 19 6 0 04 May 2021
COVID-Net CXR-S: Deep Convolutional Neural Network for Severity Assessment of COVID-19 Cases from Chest X-ray Images Hossein Aboutalebi Maya Pavlova M. Shafiee A. Sabri Amer Alaref Alexander Wong 13 31 0 01 May 2021
COVID-19 Modeling: A Review LongBing Cao Qing Liu 40 44 0 16 Apr 2021
Vision Transformer using Low-level Chest X-ray Feature Corpus for COVID-19 Diagnosis and Severity Quantification Sangjoon Park Gwanghyun Kim Y. Oh J. Seo Sang Min Lee Jin Hwan Kim Sungjun Moon Jae-Kwang Lim Jong Chul Ye ViT MedIm 48 97 0 15 Apr 2021
Deep Learning for Chest X-ray Analysis: A Survey Ecem Sogancioglu E. Çallı Bram van Ginneken K. G. V. Leeuwen K. Murphy LM&MA 24 315 0 15 Mar 2021
Severity Quantification and Lesion Localization of COVID-19 on CXR using Vision Transformer Gwanghyun Kim Sangjoon Park Y. Oh J. Seo Sang Min Lee Jin Hwan Kim Sungjun Moon Jae-Kwang Lim J. C. Ye ViT MedIm 30 4 0 12 Mar 2021
Objective Evaluation of Deep Uncertainty Predictions for COVID-19 Detection Hamzeh Asgharnezhad Afshar Shamsi Jokandan R. Alizadehsani Abbas Khosravi S. Nahavandi Z. Sani D. Srinivasan UQCV 22 69 0 22 Dec 2020
Checklist for responsible deep learning modeling of medical images based on COVID-19 detection studies Weronika Hryniewska Przemysław Bombiński P. Szatkowski Paulina Tomaszewska A. Przelaskowski P. Biecek OOD 27 47 0 11 Dec 2020
MAVIDH Score: A COVID-19 Severity Scoring using Chest X-Ray Pathology Features D. Gomes M. J. Horry Anwaar Ulhaq M. Paul Subrata Chakraborty M. Saha Tanmoy Debnath D. M. Rahaman 11 3 0 30 Nov 2020
Predicting intubation support requirement of patients using Chest X-ray with Deep Representation Learning A. Maurya 11 1 0 28 Oct 2020
Potential Features of ICU Admission in X-ray Images of COVID-19 Patients D. Gomes Anwaar Ulhaq M. Paul M. J. Horry Subrata Chakraborty M. Saha Tanmoy Debnath D. M. Motiur 16 9 0 26 Sep 2020
Evaluating Knowledge Transfer in Neural Network for Medical Images Sina Akbarian Laleh Seyyed-Kalantari Farzad Khalvati Elham Dolatabadi 10 16 0 31 Aug 2020
On the Composition and Limitations of Publicly Available COVID-19 X-Ray Imaging Datasets Beatriz Garcia Santa Cruz J. Sölter M. Bossa A. Husch OOD 28 11 0 26 Aug 2020
Correcting Data Imbalance for Semi-Supervised Covid-19 Detection Using X-ray Chest Images Saul Calderon-Ramirez Shengxiang-Yang Armaghan Moemeni David Elizondo Simon Colreavy-Donnelly Luis Fernando Chavarria-Estrada Miguel A. Molina-Cabello 21 43 0 19 Aug 2020
Common pitfalls and recommendations for using machine learning to detect and prognosticate for COVID-19 using chest radiographs and CT scans M. Roberts D. Driggs Matthew Thorpe J. Gilbey Michael Yeung ... Kang Zhang S. Stranks James H. F. Rudd Evis Sala Carola-Bibiane Schönlieb OOD 16 766 0 14 Aug 2020
COVID-19 in CXR: from Detection and Severity Scoring to Patient Disease Monitoring Rula Amer Maayan Frid-Adar Ophir Gozes Jannette Nassar H. Greenspan 18 62 0 04 Aug 2020
Multi-Task Driven Explainable Diagnosis of COVID-19 using Chest X-ray Images Aakarsh Malhotra S. Mittal P. Majumdar S. Chhabra K. Thakral Mayank Vatsa Richa Singh S. Chaudhury Ashwin Pudrod A. Agrawal 27 60 0 03 Aug 2020
Probabilistic Neighbourhood Component Analysis: Sample Efficient Uncertainty Estimation in Deep Learning Ankur Mallick Chaitanya Dwivedi B. Kailkhura Gauri Joshi T. Y. Han UQCV BDL 37 6 0 18 Jul 2020
Automated Detection and Forecasting of COVID-19 using Deep Learning Techniques: A Review A. Shoeibi Marjane Khodatars M. Jafari Navid Ghassemi Delaram Sadeghi ... Z. Sani F. Khozeimeh S. Nahavandi U. Acharya Juan M Gorriz 51 178 0 16 Jul 2020
A Survey on Applications of Artificial Intelligence in Fighting Against COVID-19 Jianguo Chen KenLi Li Zhaolei Zhang Keqin Li Philip S. Yu 32 101 0 04 Jul 2020
COVID-19 Image Data Collection: Prospective Predictions Are the Future Joseph Paul Cohen Paul Morrison Lan Dao Karsten Roth T. Duong Marzyeh Ghassemi 18 775 0 22 Jun 2020
COVIDGR dataset and COVID-SDNet methodology for predicting COVID-19 based on Chest X-Ray images S. Tabik A. Gómez-Ríos J. L. Martín-Rodríguez I. Sevillano-García M. Rey-Area ... J. Luengo M. A. Valero-González P. García-Villanova E. Olmedo-Sánchez Francisco Herrera 14 269 0 02 Jun 2020
COVID-MobileXpert: On-Device COVID-19 Patient Triage and Follow-up using Chest X-rays Xin Li Chengyin Li D. Zhu 24 79 0 06 Apr 2020