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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"

26 / 26 papers shown

Title
Cov3d: Detection of the presence and severity of COVID-19 from CT scans using 3D ResNets R. Turnbull 50 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 84 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 48 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 57 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 55 3 0 04 Jul 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 86 2 0 30 Jun 2022
Two-Stage COVID19 Classification Using BERT Features Weijun Tan Qi Yao Jingfeng Liu 61 9 0 29 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 73 3 0 29 Jun 2022
MixAugment & Mixup: Augmentation Methods for Facial Expression Recognition Andreas Psaroudakis D. Kollias 65 38 0 09 May 2022
ABAW: Valence-Arousal Estimation, Expression Recognition, Action Unit Detection & Multi-Task Learning Challenges D. Kollias 92 200 0 22 Feb 2022
MIA-COV19D: COVID-19 Detection through 3-D Chest CT Image Analysis D. Kollias Anastasios Arsenos Levon Soukissian Stefanos D. Kollias 64 94 0 14 Jun 2021
Analysing Affective Behavior in the second ABAW2 Competition D. Kollias I. Kotsia Elnar Hajiyev Stefanos Zafeiriou 126 219 0 14 Jun 2021
Distribution Matching for Heterogeneous Multi-Task Learning: a Large-scale Face Study D. Kollias V. Sharmanska Stefanos Zafeiriou CVBM 74 224 0 08 May 2021
Affect Analysis in-the-wild: Valence-Arousal, Expressions, Action Units and a Unified Framework D. Kollias Stefanos Zafeiriou CVBM 57 220 0 29 Mar 2021
Deep Transparent Prediction through Latent Representation Analysis D. Kollias N. Bouas Y. Vlaxos V. Brillakis M. Seferis I. Kollia L. Sukissian J. Wingate Stefanos D. Kollias 33 88 0 13 Sep 2020
Analysing Affective Behavior in the First ABAW 2020 Competition D. Kollias Attila Schulc Elnar Hajiyev Stefanos Zafeiriou CVBM 104 282 0 30 Jan 2020
A Unified Deep Learning Approach for Prediction of Parkinson's Disease J. Wingate I. Kollia L. Bidaut Stefanos D. Kollias MedIm AI4CE 47 51 0 25 Nov 2019
Face Behavior a la carte: Expressions, Affect and Action Units in a Single Network D. Kollias V. Sharmanska Ki-young Shin CVBM 123 215 0 15 Oct 2019
Exploiting multi-CNN features in CNN-RNN based Dimensional Emotion Recognition on the OMG in-the-wild Dataset D. Kollias Tatsuya Harada 139 147 0 03 Oct 2019
Expression, Affect, Action Unit Recognition: Aff-Wild2, Multi-Task Learning and ArcFace D. Kollias Stefanos Zafeiriou CVBM 78 348 0 25 Sep 2019
A Multi-Task Learning & Generation Framework: Valence-Arousal, Action Units & Primary Expressions D. Kollias Stefanos Zafeiriou CVBM 83 70 0 11 Nov 2018
Aff-Wild2: Extending the Aff-Wild Database for Affect Recognition D. Kollias Stefanos Zafeiriou CVBM 132 170 0 11 Nov 2018
Photorealistic Facial Synthesis in the Dimensional Affect Space D. Kollias Shiyang Cheng Maja Pantic Stefanos Zafeiriou 3DH CVBM 81 52 0 11 Nov 2018
Training Deep Neural Networks with Different Datasets In-the-wild: The Emotion Recognition Paradigm D. Kollias Stefanos Zafeiriou 89 46 0 12 Sep 2018
A Multi-component CNN-RNN Approach for Dimensional Emotion Recognition in-the-wild D. Kollias Stefanos Zafeiriou 100 51 0 03 May 2018
Deep Affect Prediction in-the-wild: Aff-Wild Database and Challenge, Deep Architectures, and Beyond D. Kollias Panagiotis Tzirakis M. Nicolaou A. Papaioannou Guoying Zhao Björn Schuller I. Kotsia Stefanos Zafeiriou CVBM 110 444 0 29 Apr 2018