Adrian V. Dalca
- SynthStrip: skull stripping for any brain image
2022/07/13 by Andrew Hoopes, Jocelyn S. Mora, Adrian V. Dalca +2 · 26 citations
Computer Science · #Medical Image Segmentation Techniques #Generative Adversarial Networks and Image Synthesis #Advanced Neural Network Applications
- Learn2Reg: comprehensive multi-task medical image registration\n challenge, dataset and evaluation in the era of deep learning
2021/12/08 by Alessa Hering, Hering, Alessa, Lasse Hansen +97 · 20 citations
Engineering · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Imaging Techniques and Applications #Medical Imaging and Analysis #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- UniverSeg: Universal Medical Image Segmentation
2023/04/12 by Victor Ion Butoi, Jose Javier Gonzalez Ortiz, Butoi, Victor Ion +9 · 19 citations
Medicine · #Artificial Intelligence in Healthcare and Education #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Radiomics and Machine Learning in Medical Imaging
- Gaussian Process Prior Variational Autoencoders
2018/10/28 by Francesco Paolo Casale, Casale, Francesco Paolo, Adrian V. Dalca +7 · 9 citations
Computer Science · #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Data augmentation using learned transformations for one-shot medical image segmentation
2019/02/25 by Amy Zhao, Zhao, Amy, Guha Balakrishnan +7 · 7 citations
Computer Science · #Medical Image Segmentation Techniques #Advanced Neural Network Applications #AI in cancer detection
- A Robust and Interpretable Deep Learning Framework for Multi-modal Registration via Keypoints
2023/04/19 by Alan Q. Wang, Evan Yu, Wang, Alan Q. +5 · 6 citations
Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Fetal and Pediatric Neurological Disorders #Medical Image Segmentation Techniques
- Learning General-Purpose Biomedical Volume Representations using Randomized Synthesis
2024/11/04 by Neel Dey, Dey, Neel, Benjamin Billot +13 · 12 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning and Data Classification
- Neuralizer: General Neuroimage Analysis without Re-Training
2023/05/04 by Steffen Czolbe, Czolbe, Steffen, Adrian V. Dalca +1 · 6 citations
Computer Science · Medicine · #Medical Image Segmentation Techniques #Fetal and Pediatric Neurological Disorders #Advanced Neural Network Applications
- Tyche: Stochastic In-Context Learning for Medical Image Segmentation
2024/01/24 by Marianne Rakic, Hallee E. Wong, Rakic, Marianne +9 · 7 citations
Computer Science · Medicine · #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) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- Magnitude Invariant Parametrizations Improve Hypernetwork Learning
2023/04/15 by Jose Javier Gonzalez Ortiz, Ortiz, Jose Javier Gonzalez, John V. Guttag +3 · 4 citations
Computer Science · #Advanced Neural Network Applications #Machine Learning and Data Classification #Generative Adversarial Networks and Image Synthesis
- Multi-atlas image registration of clinical data with automated quality\n assessment using ventricle segmentation
2019/07/01 by Florian Dubost, Marleen de Bruijne, Dubost, Florian +23 · 2 citations
Computer Science · Medicine · #Advanced MRI Techniques and Applications #Advanced Neuroimaging Techniques and 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 #electronic engineering #information engineering
- SuperWarp: Supervised Learning and Warping on U-Net for Invariant Subvoxel-Precise Registration
2022/05/15 by Sean I. Young, Yaël Balbastre, Young, Sean I. +9 · 2 citations
Computer Science · #Medical Image Segmentation Techniques #Advanced Neural Network Applications #Advanced Image and Video Retrieval Techniques
- BrainMorph: A Foundational Keypoint Model for Robust and Flexible Brain MRI Registration
2024/05/22 by Alan Q. Wang, Wang, Alan Q., Rachit Saluja +9 · 1 voice · 2 citations
Neuroscience · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Data Consistent Deep Rigid MRI Motion Correction
2023/01/25 by Nalini M. Singh, Nalini Singh, Singh, Nalini M. +14 · 1 voice · 1 citation
Computer Science · Engineering · Medicine · #Advanced MRI Techniques and Applications #Advanced Neuroimaging Techniques and Applications #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) #Medical Imaging Techniques and Applications #cs.CV #cs.LG #eess.IV #electronic engineering #information engineering
- MultiMorph: On-demand Atlas Construction
2025/03/31 by S. Mazdak Abulnaga, Andrew Hoopes, Abulnaga, S. Mazdak +13 · 4 citations
Biochemistry, Genetics and Molecular Biology · Medicine · Neuroscience · #Advanced Neuroimaging Techniques and Applications #Artificial Intelligence (cs.AI) #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Functional Brain Connectivity Studies
- Empirical Analysis of a Segmentation Foundation Model in Prostate Imaging
2023/07/06 by Heejong Kim, Victor Ion Butoi, Kim, Heejong +5 · 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) #Prostate Cancer Diagnosis and Treatment #Prostate Cancer Treatment and Research #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- VoxelPrompt: A Vision Agent for End-to-End Medical Image Analysis
2024/10/10 by Andrew Hoopes, Hoopes, Andrew, Victor Ion Butoi +6 · 2 citations
Computer Science · #Image Retrieval and Classification Techniques #Advanced Image and Video Retrieval Techniques #Multimodal Machine Learning Applications
- JOSA: Joint surface-based registration and atlas construction of brain geometry and function
2023/10/22 by Jian Li, Li, Jian, Greta Tuckute +9 · 1 citation
Neuroscience · Medicine · #Functional Brain Connectivity Studies #Advanced Neuroimaging Techniques and Applications #Advanced MRI Techniques and Applications