COVIDNet-CT: A Tailored Deep Convolutional Neural Network Design for Detection of COVID-19 Cases from Chest CT Images

8 September 2020

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

35 / 35 papers shown

Title
Exploring Kernel Transformations for Implicit Neural Representations Sheng Zheng Chaoning Zhang Dongshen Han Fachrina Dewi Puspitasari Xinhong Hao Yang Yang Jikang Cheng 66 0 0 07 Apr 2025
Generalizable and Explainable Deep Learning for Medical Image Computing: An Overview Ahmad Chaddad Yan Hu Yihang Wu Binbin Wen R. Kateb 141 7 0 11 Mar 2025
Medical Unlearnable Examples: Securing Medical Data from Unauthorized Training via Sparsity-Aware Local Masking Weixiang Sun Yixin Liu Zhiling Yan Kaidi Xu Lichao Sun AAML 93 3 0 15 Mar 2024
Density-based Isometric Mapping Bardia Yousefi Mélina Khansari Ryan Trask Patrick Tallon Carina Carino ... Vikas Kundra Lan Ma Lei Ren Keyvan Farahani M. Hershman 46 0 0 04 Mar 2024
Virtual imaging trials improved the transparency and reliability of AI systems in COVID-19 imaging F. I. Tushar Lavsen Dahal S. Sotoudeh-Paima E. Abadi W. Paul Segars Ehsan Samei J. Lo 55 1 0 17 Aug 2023
NUMSnet: Nested-U Multi-class Segmentation network for 3D Medical Image Stacks Sohini Roychowdhury 57 1 0 05 Apr 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 62 0 0 04 Jan 2023
Evaluating Generalizability of Deep Learning Models Using Indian-COVID-19 CT Dataset S. Suba N. Parekh R. Loganathan Vikram Pudi Chinnababu Sunkavalli OOD 50 0 0 28 Dec 2022
Explainable and Lightweight Model for COVID-19 Detection Using Chest Radiology Images S. Suba N. Parekh MedIm 62 0 0 28 Dec 2022
Transformer and GAN Based Super-Resolution Reconstruction Network for Medical Images Weizhi Du Harvery Tian ViT GAN MedIm 42 22 0 26 Dec 2022
COVID-Net Assistant: A Deep Learning-Driven Virtual Assistant for COVID-19 Symptom Prediction and Recommendation Peng Shi Yuetong Wang S. Abbasi Alexander Wong 55 0 0 22 Nov 2022
Improving COVID-19 CT Classification of CNNs by Learning Parameter-Efficient Representation Yujia Xu Hak-Keung Lam Guangyu Jia Jian Jiang J. Liao Xinqi Bao OOD 91 71 0 09 Aug 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 81 20 0 09 Jun 2022
COVIDx CT-3: A Large-scale, Multinational, Open-Source Benchmark Dataset for Computer-aided COVID-19 Screening from Chest CT Images Hayden Gunraj Tia Tuinstra Alexander Wong 27 6 0 07 Jun 2022
COVID-Net Biochem: An Explainability-driven Framework to Building Machine Learning Models for Predicting Survival and Kidney Injury of COVID-19 Patients from Clinical and Biochemistry Data Hossein Aboutalebi Maya Pavlova M. Shafiee A. Florea Andrew Hryniowski Alexander Wong 36 4 0 24 Apr 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 A. Mazurowski W. Paul Segars Ehsan Samei J. Lo 62 6 0 07 Mar 2022
A methodology for training homomorphicencryption friendly neural networks Moran Baruch Nir Drucker L. Greenberg Guy Moshkowich 85 14 0 05 Nov 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 69 82 0 30 Sep 2021
Conditional Synthetic Data Generation for Robust Machine Learning Applications with Limited Pandemic Data Hari Prasanna Das Ryan Tran Japjot Singh Xiangyu Yue G. Tison Alberto L. Sangiovanni-Vincentelli C. Spanos OOD MedIm 120 53 0 14 Sep 2021
COVID-Net MLSys: Designing COVID-Net for the Clinical Workflow A. Chung Maya Pavlova Hayden Gunraj Naomi Terhljan Alexander MacLean Hossein Aboutalebi Siddharth Surana Andy Zhao Saad Abbasi Alexander Wong 36 2 0 14 Sep 2021
Data Augmentation and CNN Classification For Automatic COVID-19 Diagnosis From CT-Scan Images On Small Dataset Weijun Tan Hongwei Guo 124 5 0 16 Aug 2021
COVID-Net US: A Tailored, Highly Efficient, Self-Attention Deep Convolutional Neural Network Design for Detection of COVID-19 Patient Cases from Point-of-care Ultrasound Imaging Alexander MacLean Saad Abbasi Ashkan Ebadi Andy Zhao Maya Pavlova Hayden Gunraj Pengcheng Xi S. Kohli Alexander Wong 57 9 0 05 Aug 2021
A 3D CNN Network with BERT For Automatic COVID-19 Diagnosis From CT-Scan Images Weijun Tan Jingfeng Liu 3DPC MedIm 86 17 0 28 Jun 2021
Insights into Data through Model Behaviour: An Explainability-driven Strategy for Data Auditing for Responsible Computer Vision Applications Alexander Wong Adam Dorfman Paul McInnis Hayden Gunraj 46 1 0 16 Jun 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 54 46 0 14 May 2021
COVID-19 Detection from Chest X-ray Images using Imprinted Weights Approach Jianxing Zhang Pengcheng Xi Ashkan Ebadi Hilda Azimi Stéphane Tremblay Alexander Wong 114 4 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 68 33 0 01 May 2021
Automatic Diagnosis of COVID-19 from CT Images using CycleGAN and Transfer Learning Navid Ghassemi A. Shoeibi Marjane Khodatars Jónathan Heras Alireza Rahimi A. Zare R. B. Pachori Juan M Gorriz MedIm 76 60 0 24 Apr 2021
Systematic investigation into generalization of COVID-19 CT deep learning models with Gabor ensemble for lung involvement scoring M. J. Horry Subrata Chakraborty B. Pradhan M. Fallahpoor Chegeni Hossein M. Paul 51 6 0 20 Apr 2021
TB-Net: A Tailored, Self-Attention Deep Convolutional Neural Network Design for Detection of Tuberculosis Cases from Chest X-ray Images Alexander Wong J. Lee Hadi Rahmat-Khah A. Sabri Amer Alaref LM&MA 50 34 0 06 Apr 2021
Explainability Guided Multi-Site COVID-19 CT Classification Ameen Ali Tal Shaharabany Lior Wolf 85 4 0 25 Mar 2021
COVIDx-US -- An open-access benchmark dataset of ultrasound imaging data for AI-driven COVID-19 analytics Ashkan Ebadi Pengcheng Xi Alexander MacLean Stéphane Tremblay S. Kohli Alexander Wong 122 36 0 18 Mar 2021
Fibrosis-Net: A Tailored Deep Convolutional Neural Network Design for Prediction of Pulmonary Fibrosis Progression from Chest CT Images A. Wong Jack Lu Adam Dorfman Paul McInnis M. Famouri Daniel Manary J. Lee Michael Lynch AI4CE 65 18 0 06 Mar 2021
COVID-Net CT-2: Enhanced Deep Neural Networks for Detection of COVID-19 from Chest CT Images Through Bigger, More Diverse Learning Hayden Gunraj A. Sabri D. Koff A. Wong 118 99 0 19 Jan 2021
CancerNet-SCa: Tailored Deep Neural Network Designs for Detection of Skin Cancer from Dermoscopy Images J. Lee Maya Pavlova M. Famouri A. Wong 67 28 0 21 Nov 2020