Cover Image

Beyond Pixels: Medical Image Quality Assessment with Implicit Neural Representations

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Özer, Caner, Rygiel, Patryk, de Wilde, Bram, Öksüz, İlkay, Wolterink, Jelmer M.
Format:	Preprint
Published:	2025
Subjects:	Image and Video Processing Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

HyperCMR: Enhanced Multi-Contrast CMR Reconstruction with Eagle Loss
by: Xu, Ruru, et al.
Published: (2024)

Global Control for Local SO(3)-Equivariant Scale-Invariant Vessel Segmentation
by: Rygiel, Patryk, et al.
Published: (2024)

Estimation of FFR in coronary arteries with deep learning
by: Rygiel, Patryk
Published: (2024)

Learning Hemodynamic Scalar Fields on Coronary Artery Meshes: A Benchmark of Geometric Deep Learning Models
by: Nannini, Guido, et al.
Published: (2025)

SegReg: Latent Space Regularization for Improved Medical Image Segmentation
by: Vaish, Puru, et al.
Published: (2026)

Brain-Shift: Unsupervised Pseudo-Healthy Brain Synthesis for Novel Biomarker Extraction in Chronic Subdural Hematoma
by: Imre, Baris, et al.
Published: (2024)

Attention-Enhanced Hybrid Feature Aggregation Network for 3D Brain Tumor Segmentation
by: Yazıcı, Ziya Ata, et al.
Published: (2024)

Compact Implicit Neural Representations for Plane Wave Images
by: Monvoisin, Mathilde, et al.
Published: (2024)

Medical diffusion on a budget: Textual Inversion for medical image generation
by: de Wilde, Bram, et al.
Published: (2023)

Fast Medical Shape Reconstruction via Meta-learned Implicit Neural Representations
by: De Paolis, Gaia Romana, et al.
Published: (2024)

Spectral-wise Implicit Neural Representation for Hyperspectral Image Reconstruction
by: Chen, Huan, et al.
Published: (2023)

CycleINR: Cycle Implicit Neural Representation for Arbitrary-Scale Volumetric Super-Resolution of Medical Data
by: Fang, Wei, et al.
Published: (2024)

NERV++: An Enhanced Implicit Neural Video Representation
by: Ghorbel, Ahmed, et al.
Published: (2024)

Dual-Representation Interaction Driven Image Quality Assessment with Restoration Assistance
by: Yue, Jingtong, et al.
Published: (2024)

Causal Perception Inspired Representation Learning for Trustworthy Image Quality Assessment
by: Wang, Lei, et al.
Published: (2024)

Non-Reference Quality Assessment for Medical Imaging: Application to Synthetic Brain MRIs
by: Risager, Karl Van Eeden, et al.
Published: (2024)

Rethinking Medical Anomaly Detection in Brain MRI: An Image Quality Assessment Perspective
by: Pan, Zixuan, et al.
Published: (2024)

Towards a Sampling Theory for Implicit Neural Representations
by: Najaf, Mahrokh, et al.
Published: (2024)

The Surprising Effectiveness of Noise Pretraining for Implicit Neural Representations
by: Vyas, Kushal, et al.
Published: (2026)

Immersive Video Compression using Implicit Neural Representations
by: Kwan, Ho Man, et al.
Published: (2024)

Implicit Neural Representation for Videos Based on Residual Connection
by: Hayami, Taiga, et al.
Published: (2024)

Sampling Theory for Super-Resolution with Implicit Neural Representations
by: Najaf, Mahrokh, et al.
Published: (2025)

Accelerated Optimization of Implicit Neural Representations for CT Reconstruction
by: Najaf, Mahrokh, et al.
Published: (2025)

A Novel Implicit Neural Representation for Volume Data
by: Sheibanifard, Armin, et al.
Published: (2024)

Light Field Compression Based on Implicit Neural Representation
by: Wang, Henan, et al.
Published: (2024)

Towards Lensless Image Deblurring with Prior-Embedded Implicit Neural Representations in the Low-Data Regime
by: Banerjee, Abeer, et al.
Published: (2024)

Enhancing Content Representation for AR Image Quality Assessment Using Knowledge Distillation
by: Sekhri, Aymen, et al.
Published: (2024)

An Efficient Implicit Neural Representation Image Codec Based on Mixed Autoregressive Model for Low-Complexity Decoding
by: Liu, Xiang, et al.
Published: (2024)

Super-temporal-resolution Photoacoustic Imaging with Dynamic Reconstruction through Implicit Neural Representation in Sparse-view
by: Xiao, Youshen, et al.
Published: (2025)

INRetouch: Context Aware Implicit Neural Representation for Photography Retouching
by: Elezabi, Omar, et al.
Published: (2024)

SeCo-INR: Semantically Conditioned Implicit Neural Representations for Improved Medical Image Super-Resolution
by: Ekanayake, Mevan, et al.
Published: (2024)

Knowledge Distillation for Continual Learning of Biomedical Neural Fields
by: Visser, Wouter, et al.
Published: (2025)

CoNeS: Conditional neural fields with shift modulation for multi-sequence MRI translation
by: Chen, Yunjie, et al.
Published: (2023)

Vestibular schwannoma growth prediction from longitudinal MRI by time conditioned neural fields
by: Chen, Yunjie, et al.
Published: (2024)

A Compact Implicit Neural Representation for Efficient Storage of Massive 4D Functional Magnetic Resonance Imaging
by: Li, Ruoran, et al.
Published: (2023)

Blind Super Resolution with Reference Images and Implicit Degradation Representation
by: Do, Huu-Phu, et al.
Published: (2025)

Beyond Score Changes: Adversarial Attack on No-Reference Image Quality Assessment from Two Perspectives
by: Yang, Chenxi, et al.
Published: (2024)

Evaluation of Extra Pixel Interpolation with Mask Processing for Medical Image Segmentation with Deep Learning
by: Rukundo, Olivier
Published: (2023)

Context and Pixel Aware Large Language Model for Video Quality Assessment
by: Wen, Wen, et al.
Published: (2025)

Reliable Multi-modal Medical Image-to-image Translation Independent of Pixel-wise Aligned Data
by: Zhou, Langrui, et al.
Published: (2024)