Automatic Diagnosis of Myocarditis Disease in Cardiac MRI Modality using Deep Transformers and Explainable Artificial Intelligence

no code implementations • 26 Oct 2022 • Mahboobeh Jafari, Afshin Shoeibi, Navid Ghassemi, Jonathan Heras, Sai Ho Ling, Amin Beheshti, Yu-Dong Zhang, Shui-Hua Wang, Roohallah Alizadehsani, Juan M. Gorriz, U. Rajendra Acharya, Hamid Alinejad Rokny

The proposed CADS consists of several steps, including dataset, preprocessing, feature extraction, classification, and post-processing.

Data Augmentation Denoising +1

Automated Diagnosis of Cardiovascular Diseases from Cardiac Magnetic Resonance Imaging Using Deep Learning Models: A Review

no code implementations • 26 Oct 2022 • Mahboobeh Jafari, Afshin Shoeibi, Marjane Khodatars, Navid Ghassemi, Parisa Moridian, Niloufar Delfan, Roohallah Alizadehsani, Abbas Khosravi, Sai Ho Ling, Yu-Dong Zhang, Shui-Hua Wang, Juan M. Gorriz, Hamid Alinejad Rokny, U. Rajendra Acharya

Next, the discussion section discusses the results of this review, and future work in CVDs diagnosis from CMR images and DL techniques are outlined.

Electrocardiography (ECG)

NSCGCN: A novel deep GCN model to diagnosis COVID-19

no code implementations • Computers in Biology and Medicine 2022 • Chaosheng Tang, Chaochao Hu, Junding Sun, Shui-Hua Wang, Yu-Dong Zhang

Furthermore, the objective of this study is to develop a novel deep GCN model based on the DenseGCN and the pre-trained model of deep Convolutional Neural Network (CNN) to complete the diagnosis of chest X-ray (CXR) images.

Computed Tomography (CT) COVID-19 Diagnosis +1