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

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

8 September 2020
Hayden Gunraj
Linda Wang
A. Wong
    OOD
ArXiv (abs)PDFHTML

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
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
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
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
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
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
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
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
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
Transformer and GAN Based Super-Resolution Reconstruction Network for Medical Images
Weizhi Du
Harvery Tian
ViTGANMedIm
42
22
0
26 Dec 2022
COVID-Net Assistant: A Deep Learning-Driven Virtual Assistant for
  COVID-19 Symptom Prediction and Recommendation
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
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
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
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
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
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
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
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
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
OODMedIm
120
53
0
14 Sep 2021
COVID-Net MLSys: Designing COVID-Net for the Clinical Workflow
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
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
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
A 3D CNN Network with BERT For Automatic COVID-19 Diagnosis From CT-Scan Images
Weijun Tan
Jingfeng Liu
3DPCMedIm
86
17
0
28 Jun 2021
Insights into Data through Model Behaviour: An Explainability-driven
  Strategy for Data Auditing for Responsible Computer Vision Applications
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
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
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
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
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
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
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
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
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
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
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
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
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