AI-MIA: COVID-19 Detection & Severity Analysis through Medical Imaging

9 June 2022

Papers citing "AI-MIA: COVID-19 Detection & Severity Analysis through Medical Imaging"

21 / 21 papers shown

Title
Ensembling and Test Augmentation for Covid-19 Detection and Covid-19 Domain Adaptation from 3D CT-Scans F. Bougourzi Féryal Windal Moulaï H. Benhabiles Fadi Dornaika Abdelmalik Taleb-Ahmed 3DPC 25 3 0 17 Mar 2024
COVID-19 Computer-aided Diagnosis through AI-assisted CT Imaging Analysis: Deploying a Medical AI System Demetris Gerogiannis Anastasios Arsenos D. Kollias Dimitris Nikitopoulos Stefanos D. Kollias 24 16 0 10 Mar 2024
COVID-19 Detection Using Slices Processing Techniques and a Modified Xception Classifier from Computed Tomography Images Kenan Morani 14 3 0 10 Dec 2023
Severity classification of ground-glass opacity via 2-D convolutional neural network and lung CT scans: a 3-day exploration L. Tang 19 1 0 23 Mar 2023
MIA-3DCNN: COVID-19 Detection Based on a 3D CNN Igor Kenzo Ishikawa Oshiro Nakashima Giovanna Vendramini Hélio Pedrini 16 1 0 19 Mar 2023
Enhanced detection of the presence and severity of COVID-19 from CT scans using lung segmentation R. Turnbull 17 2 0 16 Mar 2023
2D and 3D CNN-Based Fusion Approach for COVID-19 Severity Prediction from 3D CT-Scans F. Bougourzi Fadi Dornaika A. Nakib C. Distante A. Taleb-Ahmed MedIm 3DPC 26 0 0 15 Mar 2023
Enhancing COVID-19 Severity Analysis through Ensemble Methods Anand Thyagachandran H. Murthy 10 0 0 13 Mar 2023
Boosting COVID-19 Severity Detection with Infection-aware Contrastive Mixup Classification Junlin Hou Jilan Xu Nan Zhang Yuejie Zhang X. Zhang Rui Feng 9 4 0 26 Nov 2022
CMC v2: Towards More Accurate COVID-19 Detection with Discriminative Video Priors Junlin Hou Jilan Xu Nan Zhang Yi Wang Yuejie Zhang X. Zhang Rui Feng 8 2 0 26 Nov 2022
COVID-19 Detection Using Segmentation, Region Extraction and Classification Pipeline Kenan Morani 16 2 0 06 Oct 2022
Cov3d: Detection of the presence and severity of COVID-19 from CT scans using 3D ResNets R. Turnbull 11 8 0 05 Jul 2022
FDVTS's Solution for 2nd COV19D Competition on COVID-19 Detection and Severity Analysis Junlin Hou Jilan Xu Rui Feng Yuejie Zhang 10 7 0 05 Jul 2022
Spatiotemporal Feature Learning Based on Two-Step LSTM and Transformer for CT Scans Chih-Chung Hsu Chin-Han Tsai Guangfeng Chen Sin-Di Ma Shen-Chieh Tai MedIm 11 9 0 04 Jul 2022
Adaptive GLCM sampling for transformer-based COVID-19 detection on CT Ok-Cheol Jung Dong un Kang Gwanghyun Kim S. Chun MedIm 15 2 0 04 Jul 2022
Representation Learning with Information Theory for COVID-19 Detection Abel Díaz Berenguer Tanmoy Mukherjee M. Bossa Nikos Deligiannis Hichem Sahli OOD 17 3 0 04 Jul 2022
ABAW: Learning from Synthetic Data & Multi-Task Learning Challenges D. Kollias 36 126 0 03 Jul 2022
COVID-19 Detection Using Transfer Learning Approach from Computed Tomography Images Kenan Morani Esra Kaya Ayana D. Unay 6 4 0 01 Jul 2022
COVID Detection and Severity Prediction with 3D-ConvNeXt and Custom Pretrainings Daniel Kienzle Julian Lorenz Robin Schon K. Ludwig Rainer Lienhart 3DPC 8 14 0 30 Jun 2022
PVT-COV19D: Pyramid Vision Transformer for COVID-19 Diagnosis Lilang Zheng Jiaxuan Fang Xiaorun Tang Hanzhang Li Jiaxin Fan Tianyi Wang Rui Zhou Zhaoyan Yan ViT MedIm 11 1 0 30 Jun 2022
Ensemble CNN models for Covid-19 Recognition and Severity Perdition From 3D CT-scan F. Bougourzi C. Distante Fadi Dornaika A. Taleb-Ahmed 3DPC 11 3 0 29 Jun 2022