Juan Eugenio Iglesias
- NeSVoR: Implicit Neural Representation for Slice-to-Volume Reconstruction in MRI
2023/06/01 by Junshen Xu, Daniel Moyer, Borjan Gagoski +4 · 18 citations
- The ASNR-MICCAI Brain Tumor Segmentation (BraTS) Challenge 2023: Intracranial Meningioma
2023/05/12 by Dominic LaBella, LaBella, Dominic, Maruf Adewole +117 · 14 citations
Medicine · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Glioma Diagnosis and Treatment #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Meningioma and schwannoma management #Traumatic Brain Injury and Neurovascular Disturbances
- The Brain Tumor Segmentation (BraTS-METS) Challenge 2023: Brain Metastasis Segmentation on Pre-treatment MRI
2023/06/01 by Ahmed W. Moawad, Moawad, Ahmed W., Anastasia Janas +296 · 13 citations
Medicine · Neuroscience · #Brain Metastases and Treatment #Brain Tumor Detection and Classification #FOS: Biological sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Other Quantitative Biology (q-bio.OT) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- Joint super-resolution and synthesis of 1 mm isotropic MP-RAGE volumes\n from clinical MRI exams with scans of different orientation, resolution and\n contrast
2020/12/24 by Juan Eugenio Iglesias, Benjamin Billot, Iglesias, Juan Eugenio +15 · 8 citations
Computer Science · Medicine · #Advanced MRI 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 #Medical Imaging Techniques and Applications #electronic engineering #information engineering
- Multi-Atlas Segmentation of Biomedical Images: A Survey
2014/12/10 by Juan Eugenio Iglesias, Mert R. Sabuncu, Iglesias, Juan Eugenio +1 · 5 citations
Computer Science · #Medical Image Segmentation Techniques #AI in cancer detection #Image Retrieval and Classification Techniques
- The Brain Tumor Segmentation (BraTS) Challenge 2023: Focus on Pediatrics (CBTN-CONNECT-DIPGR-ASNR-MICCAI BraTS-PEDs)
2023/05/26 by Anahita Fathi Kazerooni, Kazerooni, Anahita Fathi, Nastaran Khalili +132 · 11 citations
Medicine · #Glioma Diagnosis and Treatment #Radiomics and Machine Learning in Medical Imaging #Radiation Therapy and Dosimetry
- Joint super-resolution and synthesis of 1 mm isotropic MP-RAGE volumes from clinical MRI exams with scans of different orientation, resolution and contrast
2021/05/25 by Juan Eugenio Iglesias, Benjamin Billot, Yaël Balbastre +7 · 7 citations
Medicine · Computer Science · #Advanced MRI Techniques and Applications #Advanced Neuroimaging Techniques and Applications #Medical Image Segmentation Techniques
- A probabilistic atlas of the human thalamic nuclei combining ex vivo MRI\n and histology
2018/06/22 by Juan Eugenio Iglesias, Iglesias, Juan Eugenio, Ricardo Insausti +17 · 4 citations
Computer Science · Medicine · Neuroscience · #Advanced Neuroimaging Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Physical sciences #Functional Brain Connectivity Studies #Medical Image Segmentation Techniques #Medical Physics (physics.med-ph) #Neurons and Cognition (q-bio.NC)
- The Brain Tumor Segmentation (BraTS) Challenge: Local Synthesis of Healthy Brain Tissue via Inpainting
2023/05/15 by Florian Kofler, Kofler, Florian, Felix Meissen +164 · 8 citations
Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Medical Image Segmentation Techniques #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- BraTS-PEDs: Results of the Multi-Consortium International Pediatric Brain Tumor Segmentation Challenge 2023
2024/07/11 by Anahita Fathi Kazerooni, Nastaran Khalili, Kazerooni, Anahita Fathi +160 · 1 voice · 6 citations
Medicine · #Radiomics and Machine Learning in Medical Imaging #Glioma Diagnosis and Treatment #Medical Imaging Techniques and Applications
- Effect of Fluorinert on the Histological Properties of Formalin-Fixed Human Brain Tissue
2018/10/25 by Juan Eugenio Iglesias, Shauna Crampsie, Catherine Strand +5 · 12 citations
Biochemistry, Genetics and Molecular Biology · Medicine · #Molecular Biology Techniques and Applications #Medical Imaging Techniques and Applications #Cell Image Analysis Techniques
- Quantifying white matter hyperintensity and brain volumes in heterogeneous clinical and low-field portable MRI
2023/12/08 by Pablo Laso, Laso, Pablo, Stefano Cerri +45 · 4 citations
Medicine · Engineering · #Advanced Neuroimaging Techniques and Applications #Advanced MRI Techniques and Applications #Photoacoustic and Ultrasonic Imaging
- The Brain Tumor Segmentation (BraTS) Challenge 2023: Brain MR Image Synthesis for Tumor Segmentation (BraSyn)
2023/05/15 by Hongwei Li, Li, Hongwei Bran, Gian Marco Conte +125 · 3 citations
Computer Science · Neuroscience · #Advanced Neural Network Applications #Brain Tumor Detection and Classification #Medical Image Segmentation Techniques
- The Brain Tumor Segmentation in Pediatrics (BraTS-PEDs) Challenge: Focus on Pediatrics (CBTN-CONNECT-DIPGR-ASNR-MICCAI BraTS-PEDs)
2024/04/23 by Anahita Fathi Kazerooni, Kazerooni, Anahita Fathi, Nastaran Khalili +137 · 4 citations
Pharmacology, Toxicology and Pharmaceutics · Medicine · #Chemical Reactions and Isotopes #Radiation Therapy and Dosimetry #Glioma Diagnosis and Treatment
- SuperWarp: Supervised Learning and Warping on U-Net for Invariant Subvoxel-Precise Registration
2022/05/15 by Sean I. Young, Young, Sean I., Yaël Balbastre +9 · 2 citations
Computer Science · #Medical Image Segmentation Techniques #Advanced Neural Network Applications #Advanced Image and Video Retrieval Techniques
- A large-scale heterogeneous 3D magnetic resonance brain imaging dataset for self-supervised learning
2025/06/17 by Stefano Cerri, Asbjørn Munk, Munk, Asbjørn +25 · 1 voice · 4 citations
#eess.IV #cs.CV
- Analysis of the MICCAI Brain Tumor Segmentation -- Metastases (BraTS-METS) 2025 Lighthouse Challenge: Brain Metastasis Segmentation on Pre- and Post-treatment MRI
2025/04/16 by Nazanin Maleki, Maleki, Nazanin, Raisa Amiruddin +336 · 6 citations
Medicine · #Brain Metastases and Treatment #Glioma Diagnosis and Treatment #Radiomics and Machine Learning in Medical Imaging
- Recon-all-clinical: Cortical surface reconstruction and analysis of heterogeneous clinical brain MRI
2024/09/05 by Karthik Gopinath, Douglas N. Greve, Gopinath, Karthik +11 · 3 citations
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 Imaging Techniques and Applications #electronic engineering #information engineering
- Registration by Regression (RbR): a framework for interpretable and flexible atlas registration
2024/04/25 by Karthik Gopinath, Xiaoling Hu, Gopinath, Karthik +7 · 3 citations
Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques #Reservoir Engineering and Simulation Methods
- BraTS orchestrator : Democratizing and Disseminating state-of-the-art brain tumor image analysis
2025/06/13 by Florian Kofler, Marcel Rosier, Kofler, Florian +70 · 5 citations
Biochemistry, Genetics and Molecular Biology · Medicine · Neuroscience · #Artificial Intelligence (cs.AI) #Brain Tumor Detection and Classification #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #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
- A Domain-specific Perceptual Metric via Contrastive Self-supervised Representation: Applications on Natural and Medical Images
2022/12/03 by Hongwei Li, Chinmay Prabhakar, Li, Hongwei Bran +17 · 1 citation
Computer Science · Biochemistry, Genetics and Molecular Biology · Engineering · #Domain Adaptation and Few-Shot Learning #Cell Image Analysis Techniques #Image Processing Techniques and Applications
- Brain-ID: Learning Contrast-agnostic Anatomical Representations for Brain Imaging
2023/11/28 by Peirong Liu, Oula Puonti, Liu, Peirong +7 · 3 citations
Neuroscience · Computer Science · #Brain Tumor Detection and Classification #EEG and Brain-Computer Interfaces #Neural Networks and Applications
- Resolution- and Stimulus-agnostic Super-Resolution of Ultra-High-Field Functional MRI: Application to Visual Studies
2023/11/25 by Hongwei Li, Li, Hongwei Bran, Matthew S. Rosen +5 · 1 citation
Biochemistry, Genetics and Molecular Biology · Medicine · Neuroscience · #Advanced Fluorescence Microscopy Techniques #Advanced MRI Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Functional Brain Connectivity Studies #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- PEPSI: Pathology-Enhanced Pulse-Sequence-Invariant Representations for Brain MRI
2024/03/10 by Peirong Liu, Oula Puonti, Liu, Peirong +7 · 2 citations
Medicine · Physics and Astronomy · #Advanced MRI Techniques and Applications #Atomic and Subatomic Physics Research #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Nuclear Physics and Applications #electronic engineering #information engineering
- Learn2Synth: Learning Optimal Data Synthesis Using Hypergradients for Brain Image Segmentation
2024/11/23 by Xiaoling Hu, Hu, Xiaoling, Oula Puonti +8 · 2 citations
Computer Science · Physics and Astronomy · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Model Reduction and Neural Networks #Neural Networks and Applications
- High-resolution segmentations of the hypothalamus and its subregions for training of segmentation models
2024/06/27 by Lívia Rodrigues, Martina Bocchetta, Rodrigues, Livia +15 · 1 citation
Medicine · #Computer Vision and Pattern Recognition (cs.CV) #Diet and metabolism studies #Epilepsy research and treatment #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Neonatal and fetal brain pathology #electronic engineering #information engineering
- TV-based Deep 3D Self Super-Resolution for fMRI
2024/10/05 by Fernando Pérez-Bueno, Hongwei Li, Pérez-Bueno, Fernando +8 · 1 citation
Computer Science · Medicine · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Advanced MRI Techniques and Applications
- Conditional diffusion models for guided anomaly detection in brain images using fluid-driven anomaly randomization
2025/06/11 by Ana Lawry Aguila, Aguila, Ana Lawry, Peirong Liu +5 · 4 citations
Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Image and Video Processing (eess.IV) #Medical Image Segmentation Techniques #electronic engineering #information engineering
- Hierarchical Uncertainty Estimation for Learning-based Registration in Neuroimaging
2024/10/11 by Xiaoling Hu, Hu, Xiaoling, Karthik Gopinath +11 · 2 citations
Computer Science · Medicine · #Advanced MRI 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 Image Segmentation Techniques #Medical Imaging Techniques and Applications #electronic engineering #information engineering