Spectral Graph Sample Weighting for Interpretable Sub-cohort Analysis in Predictive Models for Neuroimaging
Fuente:
arXiv
Saved in:
| Main Authors: | Paschali, Magdalini, Jiang, Yu Hang, Siegel, Spencer, Gonzalez, Camila, Pohl, Kilian M., Chaudhari, Akshay, Zhao, Qingyu |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Evaluating the Quality of Brain MRI Generators
by: Wu, Jiaqi, et al.
Published: (2024)
by: Wu, Jiaqi, et al.
Published: (2024)
Deep Learning for Accelerated and Robust MRI Reconstruction: a Review
by: Heckel, Reinhard, et al.
Published: (2024)
by: Heckel, Reinhard, et al.
Published: (2024)
Multimodal Neuroimaging Attention-Based architecture for Cognitive Decline Prediction
by: Vo, Jamie, et al.
Published: (2023)
by: Vo, Jamie, et al.
Published: (2023)
Spectral Introspection Identifies Group Training Dynamics in Deep Neural Networks for Neuroimaging
by: Baker, Bradley T., et al.
Published: (2024)
by: Baker, Bradley T., et al.
Published: (2024)
Harmonization Benchmarking Tool for Neuroimaging Datasets
by: Osika, Tom, et al.
Published: (2022)
by: Osika, Tom, et al.
Published: (2022)
Denoising for Neuromorphic Cameras Based on Graph Spectral Features
by: Harada, Shimpei, et al.
Published: (2026)
by: Harada, Shimpei, et al.
Published: (2026)
Spatial-Spectral Chromatic Coding of Interference Signatures in SAR Imagery: Signal Modeling and Physical-Visual Interpretation
by: Yang, Huizhang, et al.
Published: (2025)
by: Yang, Huizhang, et al.
Published: (2025)
Normative Modelling in Neuroimaging: A Practical Guide for Researchers
by: Alyas, Nida, et al.
Published: (2025)
by: Alyas, Nida, et al.
Published: (2025)
Spectral Brain Graph Neural Network for Prediction of Anxiety in Children with Autism Spectrum Disorder
by: Duan, Peiyu, et al.
Published: (2024)
by: Duan, Peiyu, et al.
Published: (2024)
Evaluation of 3D Counterfactual Brain MRI Generation
by: Sun, Pengwei, et al.
Published: (2025)
by: Sun, Pengwei, et al.
Published: (2025)
Generating Novel Brain Morphology by Deforming Learned Templates
by: Wang, Alan Q., et al.
Published: (2025)
by: Wang, Alan Q., et al.
Published: (2025)
Leveraging Multimodal Models for Enhanced Neuroimaging Diagnostics in Alzheimer's Disease
by: Chiumento, Francesco, et al.
Published: (2024)
by: Chiumento, Francesco, et al.
Published: (2024)
Volumetric Material Decomposition Using Spectral Diffusion Posterior Sampling with a Compressed Polychromatic Forward Model
by: Jiang, Xiao, et al.
Published: (2025)
by: Jiang, Xiao, et al.
Published: (2025)
Multi-modal Data Fusion and Deep Ensemble Learning for Accurate Crop Yield Prediction
by: Yewle, Akshay Dagadu, et al.
Published: (2025)
by: Yewle, Akshay Dagadu, et al.
Published: (2025)
EquivAnIA: A Spectral Method for Rotation-Equivariant Anisotropic Image Analysis
by: Scanvic, Jérémy, et al.
Published: (2026)
by: Scanvic, Jérémy, et al.
Published: (2026)
CT Material Decomposition using Spectral Diffusion Posterior Sampling
by: Jiang, Xiao, et al.
Published: (2024)
by: Jiang, Xiao, et al.
Published: (2024)
SVT-AV1 Encoding Bitrate Estimation Using Motion Search Information
by: Eichermüller, Lena, et al.
Published: (2024)
by: Eichermüller, Lena, et al.
Published: (2024)
MultiViT2: A Data-augmented Multimodal Neuroimaging Prediction Framework via Latent Diffusion Model
by: Yuda, Bi, et al.
Published: (2025)
by: Yuda, Bi, et al.
Published: (2025)
MedVAE: Efficient Automated Interpretation of Medical Images with Large-Scale Generalizable Autoencoders
by: Varma, Maya, et al.
Published: (2025)
by: Varma, Maya, et al.
Published: (2025)
Image Provenance Analysis via Graph Encoding with Vision Transformer
by: Zhang, Keyang, et al.
Published: (2024)
by: Zhang, Keyang, et al.
Published: (2024)
Inverse Design of Metasurface for Spectral Imaging
by: Chen, Rongzhou, et al.
Published: (2025)
by: Chen, Rongzhou, et al.
Published: (2025)
Enhancing Alzheimer's Disease Prediction: A Novel Approach to Leveraging GAN-Augmented Data for Improved CNN Model Accuracy
by: Sunkara, Akshay, et al.
Published: (2024)
by: Sunkara, Akshay, et al.
Published: (2024)
Color Agnostic Cross-Spectral Disparity Estimation
by: Sippel, Frank, et al.
Published: (2023)
by: Sippel, Frank, et al.
Published: (2023)
Physics-Informed Deep Learning for Motion-Corrected Reconstruction of Quantitative Brain MRI
by: Eichhorn, Hannah, et al.
Published: (2024)
by: Eichhorn, Hannah, et al.
Published: (2024)
A Dynamically Weighted Loss Function for Unsupervised Image Segmentation
by: Guermazi, Boujemaa, et al.
Published: (2024)
by: Guermazi, Boujemaa, et al.
Published: (2024)
Towards Interpretable Counterfactual Generation via Multimodal Autoregression
by: Ma, Chenglong, et al.
Published: (2025)
by: Ma, Chenglong, et al.
Published: (2025)
Flexible Multimodal Neuroimaging Fusion for Alzheimer's Disease Progression Prediction
by: Burns, Benjamin, et al.
Published: (2025)
by: Burns, Benjamin, et al.
Published: (2025)
Uncovering Neuroimaging Biomarkers of Brain Tumor Surgery with AI-Driven Methods
by: Jimenez-Mesa, Carmen, et al.
Published: (2025)
by: Jimenez-Mesa, Carmen, et al.
Published: (2025)
SAR-GTR: Attributed Scattering Information Guided SAR Graph Transformer Recognition Algorithm
by: Xiong, Xuying, et al.
Published: (2025)
by: Xiong, Xuying, et al.
Published: (2025)
COS2A: Conversion from Sentinel-2 to AVIRIS Hyperspectral Data Using Interpretable Algorithm With Spectral-Spatial Duality
by: Lin, Chia-Hsiang, et al.
Published: (2025)
by: Lin, Chia-Hsiang, et al.
Published: (2025)
SPASHT: An image-enhancement method for sparse-view MPI SPECT
by: Yang, Zezhang, et al.
Published: (2025)
by: Yang, Zezhang, et al.
Published: (2025)
LPCM: Learning-based Predictive Coding for LiDAR Point Cloud Compression
by: Sun, Chang, et al.
Published: (2025)
by: Sun, Chang, et al.
Published: (2025)
Spectral Unmixing Comparison with Sparse, Iterative and Mixed Integer Programming Models
by: Preston, Jade, et al.
Published: (2025)
by: Preston, Jade, et al.
Published: (2025)
Broadband Near-Infrared Compressive Spectral Imaging System with Reflective Structure
by: Li, Yutong, et al.
Published: (2025)
by: Li, Yutong, et al.
Published: (2025)
Sub-Rayleigh Ghost Imaging via Structured Speckle Illumination
by: Li, Liming
Published: (2024)
by: Li, Liming
Published: (2024)
Efficient Sub-pixel Motion Compensation in Learned Video Codecs
by: Ladune, Théo, et al.
Published: (2025)
by: Ladune, Théo, et al.
Published: (2025)
Evaluating and Improving the Effectiveness of Synthetic Chest X-Rays for Medical Image Analysis
by: Prakash, Eva, et al.
Published: (2024)
by: Prakash, Eva, et al.
Published: (2024)
Encoding Time and Energy Model for SVT-AV1 based on Video Complexity
by: Eichermüller, Lena, et al.
Published: (2024)
by: Eichermüller, Lena, et al.
Published: (2024)
Dimensional Neuroimaging Endophenotypes: Neurobiological Representations of Disease Heterogeneity Through Machine Learning
by: Wen, Junhao, et al.
Published: (2024)
by: Wen, Junhao, et al.
Published: (2024)
Assessing the Efficacy of Classical and Deep Neuroimaging Biomarkers in Early Alzheimer's Disease Diagnosis
by: Nielsen, Milla E., et al.
Published: (2024)
by: Nielsen, Milla E., et al.
Published: (2024)
Similar Items
-
Evaluating the Quality of Brain MRI Generators
by: Wu, Jiaqi, et al.
Published: (2024) -
Deep Learning for Accelerated and Robust MRI Reconstruction: a Review
by: Heckel, Reinhard, et al.
Published: (2024) -
Multimodal Neuroimaging Attention-Based architecture for Cognitive Decline Prediction
by: Vo, Jamie, et al.
Published: (2023) -
Spectral Introspection Identifies Group Training Dynamics in Deep Neural Networks for Neuroimaging
by: Baker, Bradley T., et al.
Published: (2024) -
Harmonization Benchmarking Tool for Neuroimaging Datasets
by: Osika, Tom, et al.
Published: (2022)