Mansi, Tommaso
- Unsupervised Deformable Registration for Multi-Modal Images via Disentangled Representations
2019/03/22 by Chen Qin, Qin, Chen, Bibo Shi +9 · 6 citations
Computer Science · Engineering · #Medical Image Segmentation Techniques #Advanced Neural Network Applications #Image Processing Techniques and Applications
- Unsupervised Probabilistic Deformation Modeling for Robust Diffeomorphic Registration
2018/04/19 by Krebs, Julian, Mansi, Tommaso, Mailhé, Boris +2 · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Dilated FCN for Multi-Agent 2D/3D Medical Image Registration
2017/11/22 by Shun Miao, Sebastien Piat, Miao, Shun +11 · 2 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques #Medical Imaging and Analysis
- Probabilistic Motion Modeling from Medical Image Sequences: Application to Cardiac Cine-MRI
2019/07/31 by Krebs, Julian, Mansi, Tommaso, Ayache, Nicholas +1 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Beyond Sequence: Impact of Geometric Context for RNA Property Prediction
2024/10/15 by Junjie Xu, Xu, Junjie, Artem Moskalev +7 · 1 voice · 5 citations
Biochemistry, Genetics and Molecular Biology · #RNA and protein synthesis mechanisms #RNA modifications and cancer #RNA Research and Splicing
- HELM: Hierarchical Encoding for mRNA Language Modeling
2024/10/16 by Mehdi Yazdani-Jahromi, Yazdani-Jahromi, Mehdi, Mangal Prakash +7 · 1 voice · 6 citations
Computer Science · #Natural Language Processing Techniques #cs.CE #cs.LG
- Shaping the Future through Innovations: From Medical Imaging to\n Precision Medicine
2016/05/01 by Dorin Comaniciu, Comaniciu, Dorin, Klaus Engel +5 · 1 citation
Computer Science · Medicine · #AI in cancer detection #Computational Engineering #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Finance #Radiomics and Machine Learning in Medical Imaging #and Science (cs.CE)
- An Artificial Agent for Robust Image Registration
2016/11/30 by Rui Liao, Liao, Rui, Shun Miao +11 · 1 citation
Computer Science · Engineering · #Medical Image Segmentation Techniques #Advanced Neural Network Applications #Robotics and Sensor-Based Localization
- Graph convolutional regression of cardiac depolarization from sparse endocardial maps
2020/09/28 by Meister, Felix, Passerini, Tiziano, Audigier, Chloé +6 · 1 citation
#FOS: Biological sciences #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Physical sciences #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Medical Physics (physics.med-ph) #Quantitative Methods (q-bio.QM) #Tissues and Organs (q-bio.TO) #electronic engineering #information engineering
- SE(3)-Hyena Operator for Scalable Equivariant Learning
2024/07/01 by Artem Moskalev, Moskalev, Artem, Mangal Prakash +5 · 3 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
- Cardiac ultrasound simulation for autonomous ultrasound navigation
2024/02/09 by Abdoul Aziz Amadou, Laura Peralta, Amadou, Abdoul Aziz +25 · 1 citation
Medicine · Psychology · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Human-Automation Interaction and Safety #I.5.4 #I.6.0 #Image and Video Processing (eess.IV) #J.3 #Machine Learning (cs.LG) #Surgical Simulation and Training #electronic engineering #information engineering