Implicit Neural Representation in Medical Imaging: A Comparative Survey

Implicit Neural Representation in Medical Imaging: A Comparative Survey

30 July 2023

Amirhossein Aminimehr

Papers citing "Implicit Neural Representation in Medical Imaging: A Comparative Survey"

18 / 18 papers shown

Title
ImputeINR: Time Series Imputation via Implicit Neural Representations for Disease Diagnosis with Missing Data Mengxuan Li Ke Liu Jialong Guo Jiajun Bu Hongwei Wang Haishuai Wang AI4TS 12 0 0 16 May 2025
Transformer-Based Dual-Optical Attention Fusion Crowd Head Point Counting and Localization Network Fei Zhou Yi Li Mingqing Zhu 28 0 0 11 May 2025
QFGN: A Quantum Approach to High-Fidelity Implicit Neural Representations Hongni Jin Gurinder Singh Kenneth M. Merz Jr 41 0 0 26 Apr 2025
Adversarial Robustness in Parameter-Space Classifiers Tamir Shor Ethan Fetaya Chaim Baskin A. Bronstein AAML OOD 171 0 0 27 Feb 2025
Generating visual explanations from deep networks using implicit neural representations Michal Byra Henrik Skibbe GAN FAtt 29 0 0 20 Jan 2025
Enhancing Implicit Neural Representations via Symmetric Power Transformation Weixiang Zhang Shuzhao Xie Chengwei Ren Shijia Ge Mingzi Wang Zhi Wang 79 2 0 12 Dec 2024
TSINR: Capturing Temporal Continuity via Implicit Neural Representations for Time Series Anomaly Detection Mengxuan Li Ke Liu Hongyang Chen Jiajun Bu Hongwei Wang Haishuai Wang AI4TS 96 1 0 18 Nov 2024
IM-MoCo: Self-supervised MRI Motion Correction using Motion-Guided Implicit Neural Representations Ziad Al-Haj Hemidi Christian Weihsbach Mattias P. Heinrich 23 1 0 03 Jul 2024
CPT-Interp: Continuous sPatial and Temporal Motion Modeling for 4D Medical Image Interpolation Xia Li Runzhao Yang Xiangtai Li A. Lomax Ye Zhang Joachim Buhmann MedIm 32 0 0 24 May 2024
NeuroGauss4D-PCI: 4D Neural Fields and Gaussian Deformation Fields for Point Cloud Interpolation Chaokang Jiang Dalong Du Jiuming Liu Siting Zhu Zhenqiang Liu Zhuang Ma Zhujin Liang Jie Zhou 47 3 0 23 May 2024
Implicit Neural Representations for Robust Joint Sparse-View CT Reconstruction Jiayang Shi Junyi Zhu D. Pelt K. Batenburg Matthew B. Blaschko 35 3 0 03 May 2024
A Survey on 3D Gaussian Splatting Guikun Chen Wenguan Wang 3DGS 47 171 0 08 Jan 2024
Entangled View-Epipolar Information Aggregation for Generalizable Neural Radiance Fields Zhiyuan Min Yawei Luo Wei Yang Yuesong Wang Yi Yang 34 2 0 20 Nov 2023
CoNeS: Conditional neural fields with shift modulation for multi-sequence MRI translation Yunjie Chen Marius Staring O. M. Neve Stephan R. Romeijn Erik F. Hensen Berit M. Verbist J. Wolterink Qian Tao DiffM MedIm 22 3 0 06 Sep 2023
CuNeRF: Cube-Based Neural Radiance Field for Zero-Shot Medical Image Arbitrary-Scale Super Resolution Zixuan Chen Jianhuang Lai Lingxiao Yang Xiaohua Xie MedIm 19 28 0 28 Mar 2023
SCI: A Spectrum Concentrated Implicit Neural Compression for Biomedical Data Runzhao Yang Tingxiong Xiao Yuxiao Cheng Qi Cao Jinyuan Qu J. Suo Qionghai Dai 40 15 0 30 Sep 2022
MedNeRF: Medical Neural Radiance Fields for Reconstructing 3D-aware CT-Projections from a Single X-ray Abril Corona-Figueroa Jonathan Frawley Sam Bond-Taylor S. Bethapudi Hubert P. H. Shum Chris G. Willcocks MedIm 46 74 0 02 Feb 2022
Multi-Head ReLU Implicit Neural Representation Networks Arya Aftab Alireza Morsali 42 11 0 07 Oct 2021