Deep infant brain segmentation from multi-contrast MRI
Fuente:
arXiv
Saved in:
| Main Authors: | Hoffmann, Malte, Zöllei, Lilla, Dalca, Adrian V. |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Search Wide, Focus Deep: Automated Fetal Brain Extraction with Sparse Training Data
by: Dadashkarimi, Javid, et al.
Published: (2024)
by: Dadashkarimi, Javid, et al.
Published: (2024)
Boosting Skull-Stripping Performance for Pediatric Brain Images
by: Kelley, William, et al.
Published: (2024)
by: Kelley, William, et al.
Published: (2024)
Learning accurate rigid registration for longitudinal brain MRI from synthetic data
by: Fu, Jingru, et al.
Published: (2025)
by: Fu, Jingru, et al.
Published: (2025)
Anatomy-aware and acquisition-agnostic joint registration with SynthMorph
by: Hoffmann, Malte, et al.
Published: (2023)
by: Hoffmann, Malte, et al.
Published: (2023)
Decentralized Gossip Mutual Learning (GML) for brain tumor segmentation on multi-parametric MRI
by: Chen, Jingyun, et al.
Published: (2024)
by: Chen, Jingyun, et al.
Published: (2024)
Domain-randomized deep learning for neuroimage analysis
by: Hoffmann, Malte
Published: (2025)
by: Hoffmann, Malte
Published: (2025)
Improving cross-domain brain tissue segmentation in fetal MRI with synthetic data
by: Zalevskyi, Vladyslav, et al.
Published: (2024)
by: Zalevskyi, Vladyslav, et al.
Published: (2024)
MultiverSeg: Scalable Interactive Segmentation of Biomedical Imaging Datasets with In-Context Guidance
by: Wong, Hallee E., et al.
Published: (2024)
by: Wong, Hallee E., et al.
Published: (2024)
Domain generalization in fetal brain MRI segmentation \\with multi-reconstruction augmentation
by: de Dumast, Priscille, et al.
Published: (2022)
by: de Dumast, Priscille, et al.
Published: (2022)
Towards contrast- and pathology-agnostic clinical fetal brain MRI segmentation using SynthSeg
by: Shang, Ziyao, et al.
Published: (2025)
by: Shang, Ziyao, et al.
Published: (2025)
Automated ensemble method for pediatric brain tumor segmentation
by: Javaji, Shashidhar Reddy, et al.
Published: (2023)
by: Javaji, Shashidhar Reddy, et al.
Published: (2023)
DuDoUniNeXt: Dual-domain unified hybrid model for single and multi-contrast undersampled MRI reconstruction
by: Gao, Ziqi, et al.
Published: (2024)
by: Gao, Ziqi, et al.
Published: (2024)
Supervision by Denoising for Medical Image Segmentation
by: Young, Sean I., et al.
Published: (2022)
by: Young, Sean I., et al.
Published: (2022)
Coronary artery segmentation in non-contrast calcium scoring CT images using deep learning
by: Bujny, Mariusz, et al.
Published: (2024)
by: Bujny, Mariusz, et al.
Published: (2024)
Scale-specific auxiliary multi-task contrastive learning for deep liver vessel segmentation
by: Sadikine, Amine, et al.
Published: (2024)
by: Sadikine, Amine, et al.
Published: (2024)
A Dempster-Shafer approach to trustworthy AI with application to fetal brain MRI segmentation
by: Fidon, Lucas, et al.
Published: (2022)
by: Fidon, Lucas, et al.
Published: (2022)
Exploiting XAI maps to improve MS lesion segmentation and detection in MRI
by: Spagnolo, Federico, et al.
Published: (2024)
by: Spagnolo, Federico, et al.
Published: (2024)
A dataset of primary nasopharyngeal carcinoma MRI with multi-modalities segmentation
by: Li, Yin, et al.
Published: (2024)
by: Li, Yin, et al.
Published: (2024)
Large-scale modality-invariant foundation models for brain MRI analysis: Application to lesion segmentation
by: Koutsouvelis, Petros, et al.
Published: (2025)
by: Koutsouvelis, Petros, et al.
Published: (2025)
Gadolinium dose reduction for brain MRI using conditional deep learning
by: Pinetz, Thomas, et al.
Published: (2024)
by: Pinetz, Thomas, et al.
Published: (2024)
Weakly-supervised segmentation using inherently-explainable classification models and their application to brain tumour classification
by: Chatterjee, Soumick, et al.
Published: (2022)
by: Chatterjee, Soumick, et al.
Published: (2022)
Improved Unet brain tumor image segmentation based on GSConv module and ECA attention mechanism
by: Tian, Qiyuan, et al.
Published: (2024)
by: Tian, Qiyuan, et al.
Published: (2024)
Deep vessel segmentation with joint multi-prior encoding
by: Sadikine, Amine, et al.
Published: (2024)
by: Sadikine, Amine, et al.
Published: (2024)
Learning Task-Specific Strategies for Accelerated MRI
by: Wu, Zihui, et al.
Published: (2023)
by: Wu, Zihui, et al.
Published: (2023)
CT-based brain ventricle segmentation via diffusion Schrödinger Bridge without target domain ground truths
by: Teimouri, Reihaneh, et al.
Published: (2024)
by: Teimouri, Reihaneh, et al.
Published: (2024)
Detailed delineation of the fetal brain in diffusion MRI via multi-task learning
by: Karimi, Davood, et al.
Published: (2024)
by: Karimi, Davood, et al.
Published: (2024)
Interpretable and backpropagation-free Green Learning for efficient multi-task echocardiographic segmentation and classification
by: Kao, Jyun-Ping, et al.
Published: (2026)
by: Kao, Jyun-Ping, et al.
Published: (2026)
Learning to segment anatomy and lesions from disparately labeled sources in brain MRI
by: Himmetoglu, Meva, et al.
Published: (2025)
by: Himmetoglu, Meva, et al.
Published: (2025)
ScribblePrompt: Fast and Flexible Interactive Segmentation for Any Biomedical Image
by: Wong, Hallee E., et al.
Published: (2023)
by: Wong, Hallee E., et al.
Published: (2023)
Fighting the scanner effect in brain MRI segmentation with a progressive level-of-detail network trained on multi-site data
by: Svanera, Michele, et al.
Published: (2022)
by: Svanera, Michele, et al.
Published: (2022)
Deep models for stroke segmentation: do complex architectures always perform better?
by: Zafari-Ghadim, Yalda, et al.
Published: (2024)
by: Zafari-Ghadim, Yalda, et al.
Published: (2024)
Federated brain tumor segmentation: an extensive benchmark
by: Manthe, Matthis, et al.
Published: (2024)
by: Manthe, Matthis, et al.
Published: (2024)
Semi-supervised learning and integration of multi-sequence MR-images for carotid vessel wall and plaque segmentation
by: Pali, Marie-Christine, et al.
Published: (2025)
by: Pali, Marie-Christine, et al.
Published: (2025)
Deep Self-knowledge Distillation: A hierarchical supervised learning for coronary artery segmentation
by: Lin, Mingfeng
Published: (2025)
by: Lin, Mingfeng
Published: (2025)
DeepThalamus: A novel deep learning method for automatic segmentation of brain thalamic nuclei from multimodal ultra-high resolution MRI
by: Ruiz-Perez, Marina, et al.
Published: (2024)
by: Ruiz-Perez, Marina, et al.
Published: (2024)
Self-supervised training of deep denoisers in multi-coil MRI considering noise correlations
by: Park, Juhyung, et al.
Published: (2022)
by: Park, Juhyung, et al.
Published: (2022)
Hierarchical Uncertainty Estimation for Learning-based Registration in Neuroimaging
by: Hu, Xiaoling, et al.
Published: (2024)
by: Hu, Xiaoling, et al.
Published: (2024)
A Steerable Deep Network for Model-Free Diffusion MRI Registration
by: Cortes, Gianfranco, et al.
Published: (2025)
by: Cortes, Gianfranco, et al.
Published: (2025)
Deep Learning for Breast MRI Style Transfer with Limited Training Data
by: Cao, Shixing, et al.
Published: (2023)
by: Cao, Shixing, et al.
Published: (2023)
Deep Learning for MRI Slice Interpolation: The Critical Role of Problem Formulation
by: Savant, Shamit
Published: (2026)
by: Savant, Shamit
Published: (2026)
Similar Items
-
Search Wide, Focus Deep: Automated Fetal Brain Extraction with Sparse Training Data
by: Dadashkarimi, Javid, et al.
Published: (2024) -
Boosting Skull-Stripping Performance for Pediatric Brain Images
by: Kelley, William, et al.
Published: (2024) -
Learning accurate rigid registration for longitudinal brain MRI from synthetic data
by: Fu, Jingru, et al.
Published: (2025) -
Anatomy-aware and acquisition-agnostic joint registration with SynthMorph
by: Hoffmann, Malte, et al.
Published: (2023) -
Decentralized Gossip Mutual Learning (GML) for brain tumor segmentation on multi-parametric MRI
by: Chen, Jingyun, et al.
Published: (2024)