Frangi, Alejandro F
- FUTURE-AI: International consensus guideline for trustworthy and deployable artificial intelligence in healthcare
2023/08/11 by Karim Lekadir, Aasa Feragen, Lekadir, Karim +214 · 25 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)
- Self Context and Shape Prior for Sensorless Freehand 3D Ultrasound Reconstruction
2021/07/31 by Mingyuan Luo, Xin Yang, Luo, Mingyuan +15 · 5 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #Cancer-related molecular mechanisms research #Domain Adaptation and Few-Shot Learning #Hip disorders and treatments
- A Deep Discontinuity-Preserving Image Registration Network
2021/07/09 by Xiang Chen, Nishant Ravikumar, Chen, Xiang +5 · 3 citations
Computer Science · Medicine · #Medical Image Segmentation Techniques #Radiomics and Machine Learning in Medical Imaging #Medical Imaging Techniques and Applications
- Style Curriculum Learning for Robust Medical Image Segmentation
2021/08/01 by Zhendong Liu, Liu, Zhendong, Van Manh +15 · 2 citations
Computer Science · Medicine · #Advanced Neural Network Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- Joint segmentation and discontinuity-preserving deformable registration: Application to cardiac cine-MR images
2022/11/24 by Xiang Chen, Yan Xia, Chen, Xiang +5 · 2 citations
Computer Science · Medicine · #Advanced MRI Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques #Medical Imaging Techniques and Applications
- Fed-Sim: Federated Simulation for Medical Imaging
2020/09/01 by Li, Daiqing, Kar, Amlan, Ravikumar, Nishant +2 · 1 citation
#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
- CAR-Net: Unsupervised Co-Attention Guided Registration Network for Joint Registration and Structure Learning
2021/06/11 by Xiang Chen, Yan Xia, Chen, Xiang +5 · 1 citation
Computer Science · Medicine · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Image Segmentation Techniques #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- Unsupervised ensemble-based phenotyping helps enhance the discoverability of genes related to heart morphology
2023/01/07 by Rodrigo Bonazzola, Bonazzola, Rodrigo, Enzo Ferrante +13 · 1 citation
Biochemistry, Genetics and Molecular Biology · #FOS: Biological sciences #FOS: Computer and information sciences #Gene expression and cancer classification #Genetic Associations and Epidemiology #Genomics (q-bio.GN) #Machine Learning (cs.LG)
- Beyond Images: An Integrative Multi-modal Approach to Chest X-Ray Report Generation
2023/11/18 by Nurbanu Aksoy, Serge Sharoff, Aksoy, Nurbanu +7 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
- Predicting risk of cardiovascular disease using retinal OCT imaging
2024/03/26 by Cynthia Maldonado-García, Rodrigo Bonazzola, Maldonado-Garcia, Cynthia +11 · 1 citation
Medicine · #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) #Retinal Imaging and Analysis #electronic engineering #information engineering