Abolmaesumi, Purang
- FUTURE-AI: International consensus guideline for trustworthy and deployable artificial intelligence in healthcare
2023/08/11 by Karim Lekadir, Lekadir, Karim, Aasa Feragen +214 · 23 citations
Economics, Econometrics and Finance · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computer Vision and Pattern Recognition (cs.CV) #Computers and Society (cs.CY) #Ethics in Clinical Research #FOS: Computer and information sciences #Health Systems, Economic Evaluations, Quality of Life #I.2.0 #I.4.0 #I.5.0 #Machine Learning (cs.LG)
- EchoGNN: Explainable Ejection Fraction Estimation with Graph Neural Networks
2022/08/30 by Masoud Mokhtari, Teresa S.M. Tsang, Mokhtari, Masoud +5 · 5 citations
Medicine · #Cardiac Imaging and Diagnostics #Cardiovascular Function and Risk Factors #FOS: Computer and information sciences #FOS: Electrical engineering #Hemodynamic Monitoring and Therapy #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
- Reciprocal Landmark Detection and Tracking with Extremely Few Annotations
2021/01/27 by Jianzhe Lin, Lin, Jianzhe, Ghazal Sahebzamani +11 · 2 citations
Medicine · #COVID-19 diagnosis using AI #Cardiac Valve Diseases and Treatments #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Phonocardiography and Auscultation Techniques
- U-LanD: Uncertainty-Driven Video Landmark Detection
2021/02/02 by Mohammad H. Jafari, Jafari, Mohammad H., Christina Luong +13 · 2 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Manifold DivideMix: A Semi-Supervised Contrastive Learning Framework for Severe Label Noise
2023/08/13 by Fahimeh Fooladgar, Fooladgar, Fahimeh, Minh Nguyen Nhat To +5 · 3 citations
Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques #Infrastructure Maintenance and Monitoring #Machine Learning and Data Classification
- GEMTrans: A General, Echocardiography-based, Multi-Level Transformer Framework for Cardiovascular Diagnosis
2023/08/25 by Masoud Mokhtari, Mokhtari, Masoud, Neda Ahmadi +7 · 3 citations
Medicine · #Cardiac Imaging and Diagnostics #Cardiac Valve Diseases and Treatments #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Phonocardiography and Auscultation Techniques
- ProtoASNet: Dynamic Prototypes for Inherently Interpretable and Uncertainty-Aware Aortic Stenosis Classification in Echocardiography
2023/07/26 by Vaseli, Hooman, Gu, Ang Nan, Amiri, S. Neda Ahmadi +6 · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Deep Learning for Detection and Localization of B-Lines in Lung Ultrasound
2023/02/15 by Ruben T. Lucassen, Lucassen, Ruben T., Mohammad H. Jafari +39 · 2 citations
Medicine · #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Lung Cancer Diagnosis and Treatment #Radiology practices and education #Ultrasound in Clinical Applications #electronic engineering #information engineering
- CCSI: Continual Class-Specific Impression for Data-free Class Incremental Learning
2024/06/09 by Sana Ayromlou, Ayromlou, Sana, Teresa S.M. Tsang +5 · 2 citations
Computer Science · #Text and Document Classification Technologies #Domain Adaptation and Few-Shot Learning #Face and Expression Recognition
- On Modelling Label Uncertainty in Deep Neural Networks: Automatic Estimation of Intra-observer Variability in 2D Echocardiography Quality Assessment
2019/11/02 by Zhibin Liao, Liao, Zhibin, Hany Girgis +15 · 1 citation
Computer Science · Engineering · #Advanced X-ray and CT Imaging #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Fault Detection and Control Systems #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #electronic engineering #information engineering
- Class Impression for Data-free Incremental Learning
2022/06/26 by Ayromlou, Sana, Abolmaesumi, Purang, Tsang, Teresa +1 · 1 citation
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
- TRUSformer: Improving Prostate Cancer Detection from Micro-Ultrasound Using Attention and Self-Supervision
2023/03/03 by Mahdi Gilany, Paul Wilson, Gilany, Mahdi +15 · 1 citation
Computer Science · Medicine · #AI in cancer detection #Cervical Cancer and HPV Research #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Prostate Cancer Diagnosis and Treatment #electronic engineering #information engineering
- EchoGLAD: Hierarchical Graph Neural Networks for Left Ventricle Landmark Detection on Echocardiograms
2023/07/23 by Masoud Mokhtari, Mobina Mahdavi, Mokhtari, Masoud +11 · 1 citation
Medicine · #Artificial Intelligence in Healthcare and Education #Cardiac Valve Diseases and Treatments #Cardiovascular Function and Risk Factors #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Self-Supervised Learning with Limited Labeled Data for Prostate Cancer Detection in High Frequency Ultrasound
2022/11/01 by Paul Wilson, Mahdi Gilany, Wilson, Paul F. R. +13 · 1 citation
Computer Science · Medicine · #AI in cancer detection #Cervical Cancer and HPV Research #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Prostate Cancer Diagnosis and Treatment #electronic engineering #information engineering