Alejandro F. Frangi

1. FUTURE-AI: International consensus guideline for trustworthy and deployable artificial intelligence in healthcare
   2023/08/11 by Karim Lekadir, Aasa Feragen, Lekadir, Karim +214 · 16 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)
2. Self Context and Shape Prior for Sensorless Freehand 3D Ultrasound Reconstruction
   2021/07/31 by Mingyuan Luo, Luo, Mingyuan, Xin Yang +15 · 3 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #Cancer-related molecular mechanisms research #Domain Adaptation and Few-Shot Learning #Hip disorders and treatments
3. Physics-informed Deep Learning for Musculoskeletal Modelling: Predicting Muscle Forces and Joint Kinematics from Surface EMG
   2022/07/04 by Jie Zhang, Zhang, Jie, Yihui Zhao +11 · 3 citations
   Engineering · Medicine · Neuroscience · #Muscle activation and electromyography studies #Stroke Rehabilitation and Recovery #EEG and Brain-Computer Interfaces
4. 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
5. A Generative Shape Compositional Framework to Synthesise Populations of Virtual Chimaeras
   2022/10/04 by Haoran Dou, Seppo Virtanen, Dou, Haoran +5 · 3 citations
   Computer Science · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Processing and 3D Reconstruction #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Medical Image Segmentation Techniques #electronic engineering #information engineering
6. Resolving degeneracy in diffusion MRI biophysical model parameter estimation using double diffusion encoding
   2019/03/13 by Santiago Coelho, Jose M. Pozo, Sune N. Jespersen +2 · 2 citations
7. Modality Completion via Gaussian Process Prior Variational Autoencoders\n for Multi-Modal Glioma Segmentation
   2021/07/07 by Mohammad Hamghalam, Hamghalam, Mohammad, Alejandro F. Frangi +5 · 2 citations
   Computer Science · Neuroscience · #Domain Adaptation and Few-Shot Learning #Medical Image Segmentation Techniques #Brain Tumor Detection and Classification
8. 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
9. Joint segmentation and discontinuity-preserving deformable registration: Application to cardiac cine-MR images
   2022/11/24 by Xiang Chen, Chen, Xiang, Yan Xia +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
10. Beyond Images: An Integrative Multi-modal Approach to Chest X-Ray Report Generation
    2023/11/18 by Nurbanu Aksoy, Aksoy, Nurbanu, Serge Sharoff +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
11. 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