Measuring Prediction Uncertainty in Neural Cellular Automata
Fuente:
arXiv
Saved in:
| Main Authors: | Sadafi, Ario, Deutges, Michael, Navab, Nassir, Marr, Carsten |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Neural Cellular Automata for Lightweight, Robust and Explainable Classification of White Blood Cell Images
by: Deutges, Michael, et al.
Published: (2024)
by: Deutges, Michael, et al.
Published: (2024)
Continual Multiple Instance Learning for Hematologic Disease Diagnosis
by: Ebrahimi, Zahra, et al.
Published: (2025)
by: Ebrahimi, Zahra, et al.
Published: (2025)
Neural Cellular Automata for Weakly Supervised Segmentation of White Blood Cells
by: Deutges, Michael, et al.
Published: (2025)
by: Deutges, Michael, et al.
Published: (2025)
Speckle2Self: Self-Supervised Ultrasound Speckle Reduction Without Clean Data
by: Li, Xuesong, et al.
Published: (2025)
by: Li, Xuesong, et al.
Published: (2025)
RedDino: A foundation model for red blood cell analysis
by: Zedda, Luca, et al.
Published: (2025)
by: Zedda, Luca, et al.
Published: (2025)
KLDD: Kalman Filter based Linear Deformable Diffusion Model in Retinal Image Segmentation
by: Zhao, Zhihao, et al.
Published: (2024)
by: Zhao, Zhihao, et al.
Published: (2024)
Attention Pooling Enhances NCA-based Classification of Microscopy Images
by: Yang, Chen, et al.
Published: (2025)
by: Yang, Chen, et al.
Published: (2025)
NeRF-based CBCT Reconstruction needs Normalization and Initialization
by: Xu, Zhuowei, et al.
Published: (2025)
by: Xu, Zhuowei, et al.
Published: (2025)
Semantic Scene Graph for Ultrasound Image Explanation and Scanning Guidance
by: Li, Xuesong, et al.
Published: (2025)
by: Li, Xuesong, et al.
Published: (2025)
SpecstatOR: Speckle statistics-based iOCT Segmentation Network for Ophthalmic Surgery
by: Mach, Kristina, et al.
Published: (2024)
by: Mach, Kristina, et al.
Published: (2024)
Unit-Based Histopathology Tissue Segmentation via Multi-Level Feature Representation
by: Shakarami, Ashkan, et al.
Published: (2025)
by: Shakarami, Ashkan, et al.
Published: (2025)
Temporal Neural Cellular Automata: Application to modeling of contrast enhancement in breast MRI
by: Lang, Daniel M., et al.
Published: (2025)
by: Lang, Daniel M., et al.
Published: (2025)
NCAdapt: Dynamic adaptation with domain-specific Neural Cellular Automata for continual hippocampus segmentation
by: Ranem, Amin, et al.
Published: (2024)
by: Ranem, Amin, et al.
Published: (2024)
Diffusion as Sound Propagation: Physics-inspired Model for Ultrasound Image Generation
by: Domínguez, Marina, et al.
Published: (2024)
by: Domínguez, Marina, et al.
Published: (2024)
IDCIA: Immunocytochemistry Dataset for Cellular Image Analysis
by: Mohammed, Abdurahman Ali, et al.
Published: (2024)
by: Mohammed, Abdurahman Ali, et al.
Published: (2024)
Skelite: Compact Neural Networks for Efficient Iterative Skeletonization
by: Vargas, Luis D. Reyes, et al.
Published: (2025)
by: Vargas, Luis D. Reyes, et al.
Published: (2025)
From Pixel to Cancer: Cellular Automata in Computed Tomography
by: Lai, Yuxiang, et al.
Published: (2024)
by: Lai, Yuxiang, et al.
Published: (2024)
Convolutional Neural Networks for Predictive Modeling of Lung Disease
by: Liang, Yingbin, et al.
Published: (2024)
by: Liang, Yingbin, et al.
Published: (2024)
Physics-Informed Latent Diffusion for Multimodal Brain MRI Synthesis
by: Lüpke, Sven, et al.
Published: (2024)
by: Lüpke, Sven, et al.
Published: (2024)
Conformable Convolution for Topologically Aware Learning of Complex Anatomical Structures
by: Yeganeh, Yousef, et al.
Published: (2024)
by: Yeganeh, Yousef, et al.
Published: (2024)
Multi-Stream Cellular Test-Time Adaptation of Real-Time Models Evolving in Dynamic Environments
by: Gérin, Benoît, et al.
Published: (2024)
by: Gérin, Benoît, et al.
Published: (2024)
Brain Ageing Prediction using Isolation Forest Technique and Residual Neural Network (ResNet)
by: Behzadi, Saadat, et al.
Published: (2024)
by: Behzadi, Saadat, et al.
Published: (2024)
FB-Diff: Fourier Basis-guided Diffusion for Temporal Interpolation of 4D Medical Imaging
by: You, Xin, et al.
Published: (2025)
by: You, Xin, et al.
Published: (2025)
CathFlow: Self-Supervised Segmentation of Catheters in Interventional Ultrasound Using Optical Flow and Transformers
by: Ranne, Alex, et al.
Published: (2024)
by: Ranne, Alex, et al.
Published: (2024)
MI-SegNet: Mutual Information-Based US Segmentation for Unseen Domain Generalization
by: Bi, Yuan, et al.
Published: (2023)
by: Bi, Yuan, et al.
Published: (2023)
Uncertainty-Aware Regularization for Image-to-Image Translation
by: Vats, Anuja, et al.
Published: (2024)
by: Vats, Anuja, et al.
Published: (2024)
CerviXpert: A Multi-Structural Convolutional Neural Network for Predicting Cervix Type and Cervical Cell Abnormalities
by: Akash, Rashik Shahriar, et al.
Published: (2024)
by: Akash, Rashik Shahriar, et al.
Published: (2024)
AT-CXR: Uncertainty-Aware Agentic Triage for Chest X-rays
by: Li, Xueyang, et al.
Published: (2025)
by: Li, Xueyang, et al.
Published: (2025)
Preoperative Rotator Cuff Tear Prediction from Shoulder Radiographs using a Convolutional Block Attention Module-Integrated Neural Network
by: Jo, Chris Hyunchul, et al.
Published: (2024)
by: Jo, Chris Hyunchul, et al.
Published: (2024)
Enhancing Diagnostic Reliability of Foundation Model with Uncertainty Estimation in OCT Images
by: Peng, Yuanyuan, et al.
Published: (2024)
by: Peng, Yuanyuan, et al.
Published: (2024)
Direct Image Classification from Fourier Ptychographic Microscopy Measurements without Reconstruction
by: Agarwal, Navya Sonal, et al.
Published: (2025)
by: Agarwal, Navya Sonal, et al.
Published: (2025)
2D Ultrasound Elasticity Imaging of Abdominal Aortic Aneurysms Using Deep Neural Networks
by: Tuladhar, Utsav Ratna, et al.
Published: (2025)
by: Tuladhar, Utsav Ratna, et al.
Published: (2025)
Reliable Multi-View Learning with Conformal Prediction for Aortic Stenosis Classification in Echocardiography
by: Gu, Ang Nan, et al.
Published: (2024)
by: Gu, Ang Nan, et al.
Published: (2024)
Uncertainty-aware retinal layer segmentation in OCT through probabilistic signed distance functions
by: Islam, Mohammad Mohaiminul, et al.
Published: (2024)
by: Islam, Mohammad Mohaiminul, et al.
Published: (2024)
Uncertainty-Aware Learning Policy for Reliable Pulmonary Nodule Detection on Chest X-Ray
by: Choi, Hyeonjin, et al.
Published: (2025)
by: Choi, Hyeonjin, et al.
Published: (2025)
Enhancing Safety in Diabetic Retinopathy Detection: Uncertainty-Aware Deep Learning Models with Rejection Capabilities
by: Ramalingam, Madhushan, et al.
Published: (2025)
by: Ramalingam, Madhushan, et al.
Published: (2025)
Challenge Summary U-MedSAM: Uncertainty-aware MedSAM for Medical Image Segmentation
by: Wang, Xin, et al.
Published: (2024)
by: Wang, Xin, et al.
Published: (2024)
Future-Proofing Medical Imaging with Privacy-Preserving Federated Learning and Uncertainty Quantification: A Review
by: Koutsoubis, Nikolas, et al.
Published: (2024)
by: Koutsoubis, Nikolas, et al.
Published: (2024)
Toward an Integrated Decision Making Framework for Optimized Stroke Diagnosis with DSA and Treatment under Uncertainty
by: Khatim, Nur Ahmad, et al.
Published: (2024)
by: Khatim, Nur Ahmad, et al.
Published: (2024)
Synomaly Noise and Multi-Stage Diffusion: A Novel Approach for Unsupervised Anomaly Detection in Medical Images
by: Bi, Yuan, et al.
Published: (2024)
by: Bi, Yuan, et al.
Published: (2024)
Similar Items
-
Neural Cellular Automata for Lightweight, Robust and Explainable Classification of White Blood Cell Images
by: Deutges, Michael, et al.
Published: (2024) -
Continual Multiple Instance Learning for Hematologic Disease Diagnosis
by: Ebrahimi, Zahra, et al.
Published: (2025) -
Neural Cellular Automata for Weakly Supervised Segmentation of White Blood Cells
by: Deutges, Michael, et al.
Published: (2025) -
Speckle2Self: Self-Supervised Ultrasound Speckle Reduction Without Clean Data
by: Li, Xuesong, et al.
Published: (2025) -
RedDino: A foundation model for red blood cell analysis
by: Zedda, Luca, et al.
Published: (2025)