COVID-CT-Dataset: A CT Scan Dataset about COVID-19

30 March 2020

Shanghang Zhang

Papers citing "COVID-CT-Dataset: A CT Scan Dataset about COVID-19"

50 / 125 papers shown

Title
False Promises in Medical Imaging AI? Assessing Validity of Outperformance Claims Evangelia Christodoulou Annika Reinke Pascaline Andrè Patrick Godau P. Kalinowski ... Amber L. Simpson A. Kopp-Schneider Gaël Varoquaux O. Colliot Lena Maier-Hein 38 0 0 07 May 2025
Explicit and Implicit Representations in AI-based 3D Reconstruction for Radiology: A Systematic Review Yuezhe Yang Boyu Yang Yaqian Wang Yang He Xingbo Dong Zhe Jin 38 0 0 15 Apr 2025
Two-stage Deep Denoising with Self-guided Noise Attention for Multimodal Medical Images S. Sharif R. A. Naqvi Woong-Kee Loh 67 5 0 10 Mar 2025
Generalized Task-Driven Medical Image Quality Enhancement with Gradient Promotion Dong Zhang Kwang-Ting Cheng MedIm 20 0 0 03 Jan 2025
LoRKD: Low-Rank Knowledge Decomposition for Medical Foundation Models Haolin Li Yuhang Zhou Ziheng Zhao Siyuan Du Jiangchao Yao Weidi Xie Ya Zhang Yanfeng Wang 31 1 0 29 Sep 2024
Analyzing Tumors by Synthesis Qi Chen Yuxiang Lai Xiaoxi Chen Qixin Hu Alan Yuille Zongwei Zhou 33 3 0 09 Sep 2024
Reprogramming Distillation for Medical Foundation Models Yuhang Zhou Siyuan Du Haolin Li Jiangchao Yao Ya Zhang Yanfeng Wang 46 2 0 09 Jul 2024
Sparsity- and Hybridity-Inspired Visual Parameter-Efficient Fine-Tuning for Medical Diagnosis Mingyuan Liu Lu Xu Shengnan Liu Jicong Zhang 46 1 0 28 May 2024
HAGAN: Hybrid Augmented Generative Adversarial Network for Medical Image Synthesis Zhihan Ju Wanting Zhou Longteng Kong Yu Chen Yi Li Zhenan Sun Caifeng Shan MedIm 29 1 0 08 May 2024
Low-Rank Knowledge Decomposition for Medical Foundation Models Yuhang Zhou Haolin Li Siyuan Du Jiangchao Yao Ya-Qin Zhang Yanfeng Wang 28 3 0 26 Apr 2024
GvT: A Graph-based Vision Transformer with Talking-Heads Utilizing Sparsity, Trained from Scratch on Small Datasets Dongjing Shan guiqiang chen ViT 45 0 0 07 Apr 2024
Non-negative Subspace Feature Representation for Few-shot Learning in Medical Imaging Keqiang Fan Xiaohao Cai M. Niranjan 25 0 0 03 Apr 2024
Empowering Medical Imaging with Artificial Intelligence: A Review of Machine Learning Approaches for the Detection, and Segmentation of COVID-19 Using Radiographic and Tomographic Images Sayed Amir Mousavi Mobarakeh K. Kazemi A. Aarabi H. Danyali 32 2 0 13 Jan 2024
Distance Guided Generative Adversarial Network for Explainable Binary Classifications Xiangyu Xiong Yue Sun Xiaohong Liu Wei Ke C. Lam ... Hui Xie Tong Tong Qinquan Gao Haoming Chen Tao Tan GAN 15 0 0 29 Dec 2023
CT-xCOV: a CT-scan based Explainable Framework for COVid-19 diagnosis Ismail Elbouknify A. Bouhoute Khalid Fardousse Ismail Berrada Abdelmajid Badri 22 1 0 24 Nov 2023
A Parameterized Generative Adversarial Network Using Cyclic Projection for Explainable Medical Image Classification Xiangyu Xiong Yue Sun Xiaohong Liu C. Lam Tong Tong Haoming Chen Qinquan Gao Wei Ke Tao Tan GAN MedIm 41 4 0 24 Nov 2023
A Systematic Review of Deep Learning-based Research on Radiology Report Generation Chang Liu Yuanhe Tian Yan Song MedIm 32 15 0 23 Nov 2023
Cross-dataset domain adaptation for the classification COVID-19 using chest computed tomography images R. Ouni H. Alhichri OOD 11 1 0 14 Nov 2023
Auto-Lesion Segmentation with a Novel Intensity Dark Channel Prior for COVID-19 Detection Basma Jumaa Saleh Zaid Omar V. Bhateja L. I. Izhar 4 1 0 22 Sep 2023
A Survey of the Impact of Self-Supervised Pretraining for Diagnostic Tasks with Radiological Images Blake Vanberlo Jesse Hoey Alexander Wong SSL LM&MA 18 2 0 05 Sep 2023
Self-Supervised Pre-Training with Contrastive and Masked Autoencoder Methods for Dealing with Small Datasets in Deep Learning for Medical Imaging Daniel Wolf Tristan Payer C. Lisson C. Lisson Meinrad Beer Michael Götz Timo Ropinski 35 15 0 12 Aug 2023
Multi-task learning for classification, segmentation, reconstruction, and detection on chest CT scans Weronika Hryniewska-Guzik Maria Kkedzierska P. Biecek 21 1 0 02 Aug 2023
Deep Learning Approaches for Data Augmentation in Medical Imaging: A Review Aghiles Kebaili J. Lapuyade-Lahorgue S. Ruan MedIm 21 142 0 24 Jul 2023
ChatCAD+: Towards a Universal and Reliable Interactive CAD using LLMs Zihao Zhao Sheng Wang Jinchen Gu Yitao Zhu Lanzhuju Mei Zixu Zhuang Zhiming Cui Qian Wang Dinggang Shen LM&MA 31 36 0 25 May 2023
Trustworthy Federated Learning: A Survey A. Tariq M. Serhani F. Sallabi Tariq Qayyum E. Barka K. Shuaib FedML 32 9 0 19 May 2023
NUMSnet: Nested-U Multi-class Segmentation network for 3D Medical Image Stacks Sohini Roychowdhury 35 1 0 05 Apr 2023
Image Quality-aware Diagnosis via Meta-knowledge Co-embedding Haoxuan Che Si Chen Haoxing Chen 38 16 0 27 Mar 2023
A Deep Neural Architecture for Harmonizing 3-D Input Data Analysis and Decision Making in Medical Imaging D. Kollias Anastasios Arsenos Stefanos D. Kollias AI4CE 34 35 0 01 Mar 2023
Pre-text Representation Transfer for Deep Learning with Limited Imbalanced Data : Application to CT-based COVID-19 Detection F. Altaf Syed Mohammed Shamsul Islam N. Janjua Naveed Akhtar MedIm AI4TS 19 1 0 21 Jan 2023
Masked autoencoders are effective solution to transformer data-hungry Jia-ju Mao Honggu Zhou Xuesong Yin Binling Nie MedIm 32 6 0 12 Dec 2022
Vision Transformers in Medical Imaging: A Review Emerald U. Henry Onyeka Emebob C. Omonhinmin ViT MedIm 24 34 0 18 Nov 2022
Decentralized Federated Learning: Fundamentals, State of the Art, Frameworks, Trends, and Challenges Enrique Tomás Martínez Beltrán Mario Quiles Pérez Pedro Miguel Sánchez Sánchez Sergio López Bernal Gérome Bovet M. Pérez Gregorio Martínez Pérez Alberto Huertas Celdrán FedML 29 222 0 15 Nov 2022
Self-supervised Model Based on Masked Autoencoders Advance CT Scans Classification Jiashu Xu S. Stirenko 39 2 0 11 Oct 2022
PrepNet: A Convolutional Auto-Encoder to Homogenize CT Scans for Cross-Dataset Medical Image Analysis Mohammadreza Amirian Javier A. Montoya-Zegarra Jonathan Gruss Yves D. Stebler A. S. Bozkir M. Calandri Friedhelm Schwenker Thilo Stadelmann MedIm 10 3 0 19 Aug 2022
Recent Progress in Transformer-based Medical Image Analysis Zhao-cheng Liu Qiujie Lv Ziduo Yang Yifan Li Chau Hung Lee Leizhao Shen MedIm 42 56 0 13 Aug 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 25 70 0 09 Aug 2022
A review of Deep learning Techniques for COVID-19 identification on Chest CT images S. BrisklineKiruba A. Petchiammal D. Murugan 22 1 0 29 Jul 2022
Unsupervised Contrastive Learning of Image Representations from Ultrasound Videos with Hard Negative Mining Soumen Basu Somanshu Singla Mayank Gupta Pratyaksha Rana Pankaj Gupta Chetan Arora AI4TS 26 13 0 26 Jul 2022
COVID-19 Disease Identification on Chest-CT images using CNN and VGG16 S. BrisklineKiruba A. Petchiammal D. Murugan 25 1 0 09 Jul 2022
Deep Radiomic Analysis for Predicting Coronavirus Disease 2019 in Computerized Tomography and X-ray Images A. Chaddad Lama Hassan Christian Desrosiers 30 24 0 04 Jun 2022
Deep learning pipeline for image classification on mobile phones Muhammad Muneeb Samuel F. Feng A. Henschel MedIm 6 9 0 31 May 2022
HRCTCov19 -- A High-Resolution Chest CT Scan Image Dataset for COVID-19 Diagnosis and Differentiation Iraj Abedi Mahsa Vali Bentolhoda Otroshi Shahreza Maryam Zamanian Hamidreza Bolhasani 14 4 0 06 May 2022
Full-Spectrum Out-of-Distribution Detection Jingkang Yang Kaiyang Zhou Ziwei Liu OODD 23 57 0 11 Apr 2022
Prediction of COVID-19 using chest X-ray images Narayana Darapaneni Suma Maram Harpreet Singh S. Subhani M. Kour Sathish Nagam A. Paduri 17 1 0 08 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 18 59 0 29 Mar 2022
Learning from Multiple Expert Annotators for Enhancing Anomaly Detection in Medical Image Analysis Khiem H. Le Tuan V. Tran Hieu H. Pham Hieu T. Nguyen T. Le H. Nguyen 11 24 0 20 Mar 2022
POSTER: Diagnosis of COVID-19 through Transfer Learning Techniques on CT Scans: A Comparison of Deep Learning Models Aeyan Ashraf Asad U. Malik Zahid Khan 6 2 0 17 Mar 2022
Explanatory Paradigms in Neural Networks Ghassan AlRegib Mohit Prabhushankar FAtt XAI 6 12 0 24 Feb 2022
Feasibility Study of Multi-Site Split Learning for Privacy-Preserving Medical Systems under Data Imbalance Constraints in COVID-19, X-Ray, and Cholesterol Dataset Yoo Jeong Ha Gusang Lee M. Yoo Soyi Jung Seehwan Yoo Joongheon Kim OOD 25 25 0 21 Feb 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