Improving 3D deep learning segmentation with biophysically motivated cell synthesis
Fuente:
arXiv
Saved in:
| Main Authors: | Bruch, Roman, Vitacolonna, Mario, Nürnberg, Elina, Sauer, Simeon, Rudolf, Rüdiger, Reischl, Markus |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Oral squamous cell detection using deep learning
by: Sharma, Samrat Kumar Dev
Published: (2024)
by: Sharma, Samrat Kumar Dev
Published: (2024)
Improving the generalization of deep learning models in the segmentation of mammography images
by: Hurtado, Jan, et al.
Published: (2025)
by: Hurtado, Jan, et al.
Published: (2025)
Multi-temporal crack segmentation in concrete structures using deep learning approaches
by: Harb, Said, et al.
Published: (2024)
by: Harb, Said, et al.
Published: (2024)
3D forest semantic segmentation using multispectral LiDAR and 3D deep learning
by: Takhtkeshha, Narges, et al.
Published: (2025)
by: Takhtkeshha, Narges, et al.
Published: (2025)
Improving ovarian cancer segmentation accuracy with transformers through AI-guided labeling
by: Rangnekar, Aneesh, et al.
Published: (2024)
by: Rangnekar, Aneesh, et al.
Published: (2024)
Hyperspectral image reconstruction by deep learning with super-Rayleigh speckles
by: Chen, Ziyan, et al.
Published: (2025)
by: Chen, Ziyan, et al.
Published: (2025)
A plug-and-play framework for curvilinear structure segmentation based on a learned reconnecting regularization
by: Carneiro-Esteves, Sophie, et al.
Published: (2024)
by: Carneiro-Esteves, Sophie, et al.
Published: (2024)
Interpolation-Split: a data-centric deep learning approach with big interpolated data to boost airway segmentation performance
by: Cheung, Wing Keung, et al.
Published: (2023)
by: Cheung, Wing Keung, et al.
Published: (2023)
ASCHOPLEX encounters Dafne: a federated continuous learning project for the generalizability of the Choroid Plexus automatic segmentation
by: Visani, Valentina, et al.
Published: (2025)
by: Visani, Valentina, et al.
Published: (2025)
Semantic segmentation on multi-resolution optical and microwave data using deep learning
by: Singla, Jai G, et al.
Published: (2024)
by: Singla, Jai G, et al.
Published: (2024)
Revisiting registration-based synthesis: A focus on unsupervised MR image synthesis
by: Hays, Savannah P., et al.
Published: (2024)
by: Hays, Savannah P., et al.
Published: (2024)
CT evaluation of 2D and 3D holistic deep learning methods for the volumetric segmentation of airway lesions
by: Bouzid, Amel Imene Hadj, et al.
Published: (2024)
by: Bouzid, Amel Imene Hadj, et al.
Published: (2024)
Self-supervised learning improves robustness of deep learning lung tumor segmentation to CT imaging differences
by: Jiang, Jue, et al.
Published: (2024)
by: Jiang, Jue, et al.
Published: (2024)
Knowledge-driven deep learning for fast MR imaging: undersampled MR image reconstruction from supervised to un-supervised learning
by: Wang, Shanshan, et al.
Published: (2024)
by: Wang, Shanshan, et al.
Published: (2024)
Equitable non-contact infrared thermography after solar loading using deep learning
by: Zhao, Ellin Q., et al.
Published: (2023)
by: Zhao, Ellin Q., et al.
Published: (2023)
A 3D deep learning classifier and its explainability when assessing coronary artery disease
by: Cheung, Wing Keung, et al.
Published: (2023)
by: Cheung, Wing Keung, et al.
Published: (2023)
Microwave lymphedema assessment using deep learning with contour assisted backprojection
by: Chang, Yuyi, et al.
Published: (2024)
by: Chang, Yuyi, et al.
Published: (2024)
Quality assessment of brain structural MR images: Comparing generalization of deep learning versus hand-crafted feature-based machine learning methods to new sites
by: Kaur, Prabhjot, et al.
Published: (2026)
by: Kaur, Prabhjot, et al.
Published: (2026)
A multi-dynamic low-rank deep image prior (ML-DIP) for 3D real-time cardiovascular MRI
by: Chen, Chong, et al.
Published: (2025)
by: Chen, Chong, et al.
Published: (2025)
Quantized Decoder in Learned Image Compression for Deterministic Reconstruction
by: Koyuncu, Esin, et al.
Published: (2023)
by: Koyuncu, Esin, et al.
Published: (2023)
CaroTo: A Tool for Fast Comprehensive Analysis of Carotid Artery Stenosis in 4D PC- and 3D BB-MRI Data
by: Rahlfs, Hinrich, et al.
Published: (2026)
by: Rahlfs, Hinrich, et al.
Published: (2026)
Interactive decision support system for lung cancer segmentation
by: Sydorskyi, Volodymyr
Published: (2024)
by: Sydorskyi, Volodymyr
Published: (2024)
Annotation-free deep learning for detection and segmentation of fetal germinal matrix-intraventricular hemorrhage in brain MRI
by: Liu, Mingxuan, et al.
Published: (2026)
by: Liu, Mingxuan, et al.
Published: (2026)
Overcoming challenges of translating deep-learning models for glioblastoma: the ZGBM consortium
by: Shuaib, Haris, et al.
Published: (2024)
by: Shuaib, Haris, et al.
Published: (2024)
Topology-based deep-learning segmentation method for deep anterior lamellar keratoplasty (DALK) surgical guidance using M-mode OCT data
by: Yu, J., et al.
Published: (2025)
by: Yu, J., et al.
Published: (2025)
Towards optimal multimode fiber imaging by leveraging input polarization and deep learning
by: Maqbool, Jawaria, et al.
Published: (2023)
by: Maqbool, Jawaria, et al.
Published: (2023)
Direct vascular territory segmentation on cerebral digital subtraction angiography
by: van der Sluijs, P. Matthijs, et al.
Published: (2025)
by: van der Sluijs, P. Matthijs, et al.
Published: (2025)
Boosting multiple sclerosis lesion segmentation through attention mechanism
by: Rondinella, Alessia, et al.
Published: (2023)
by: Rondinella, Alessia, et al.
Published: (2023)
Rule-based outlier detection of AI-generated anatomy segmentations
by: Krishnaswamy, Deepa, et al.
Published: (2024)
by: Krishnaswamy, Deepa, et al.
Published: (2024)
High-resolution single-pixel imaging in real time with iterative or deep learning-based reconstruction enhancement
by: Pastuszczak, Anna, et al.
Published: (2025)
by: Pastuszczak, Anna, et al.
Published: (2025)
Reconstruction-free segmentation from undersampled k-space using transformers
by: Zhang, Yundi, et al.
Published: (2025)
by: Zhang, Yundi, et al.
Published: (2025)
Multiscale aperture synthesis imager
by: Wang, Ruihai, et al.
Published: (2025)
by: Wang, Ruihai, et al.
Published: (2025)
Rethinking domain generalization in medical image segmentation: One image as one domain
by: Hong, Jin, et al.
Published: (2025)
by: Hong, Jin, et al.
Published: (2025)
ConfLUNet: Multiple sclerosis lesion instance segmentation in presence of confluent lesions
by: Wynen, Maxence, et al.
Published: (2025)
by: Wynen, Maxence, et al.
Published: (2025)
Nondestructive, quantitative viability analysis of 3D tissue cultures using machine learning image segmentation
by: Trettner, Kylie J., et al.
Published: (2023)
by: Trettner, Kylie J., et al.
Published: (2023)
Volumetric segmentation of muscle compartments using in vivo imaging and architectural validation in human finger flexors
by: Li, Yang
Published: (2025)
by: Li, Yang
Published: (2025)
GOUHFI: a novel contrast- and resolution-agnostic segmentation tool for Ultra-High Field MRI
by: Fortin, Marc-Antoine, et al.
Published: (2025)
by: Fortin, Marc-Antoine, et al.
Published: (2025)
Attention-ResUNet and EfficientSASM-UNet: UNet based frameworks for Lung and Nodule segmentation
by: Abdullah, Muhammad, et al.
Published: (2025)
by: Abdullah, Muhammad, et al.
Published: (2025)
Denoising, segmentation and volumetric rendering of optical coherence tomography angiography (OCTA) image using deep learning techniques: a review
by: Chen, Kejie, et al.
Published: (2025)
by: Chen, Kejie, et al.
Published: (2025)
Pix2HDR -- A pixel-wise acquisition and deep learning-based synthesis approach for high-speed HDR videos
by: Wang, Caixin, et al.
Published: (2023)
by: Wang, Caixin, et al.
Published: (2023)
Similar Items
-
Oral squamous cell detection using deep learning
by: Sharma, Samrat Kumar Dev
Published: (2024) -
Improving the generalization of deep learning models in the segmentation of mammography images
by: Hurtado, Jan, et al.
Published: (2025) -
Multi-temporal crack segmentation in concrete structures using deep learning approaches
by: Harb, Said, et al.
Published: (2024) -
3D forest semantic segmentation using multispectral LiDAR and 3D deep learning
by: Takhtkeshha, Narges, et al.
Published: (2025) -
Improving ovarian cancer segmentation accuracy with transformers through AI-guided labeling
by: Rangnekar, Aneesh, et al.
Published: (2024)