NOIR: Neural Operator mapping for Implicit Representations

PDF Viewer

BUILDER'S SANDBOX

Build This Paper

Use an AI coding agent to implement this research.

OpenAI Codex
OpenAI CodexAI Agent

Lightweight coding agent in your terminal.

Claude Code
Claude CodeAI Agent

Agentic coding tool for terminal workflows.

AntiGravity IDE
AntiGravity IDEScaffolding

AI agent mindset installer and workflow scaffolder.

Cursor
CursorIDE

AI-first code editor built on VS Code.

VS Code
VS CodeIDE

Free, open-source editor by Microsoft.

Estimated $9K - $13K over 6-10 weeks.

See exactly what it costs to build this -- with 3 comparable funded startups.

7-day free trial. Cancel anytime.

Discover the researchers behind this paper and find similar experts.

7-day free trial. Cancel anytime.

References (60)

[1]
Fit Pixels, Get Labels: Meta-learned Implicit Networks for Image Segmentation
2025Kushal Vyas, A. Veeraraghavan et al.
[2]
A comprehensive review on applications of computer vision in medical imaging
2025Bangyin Xiang
[3]
Shape Completion and Real-Time Visualization in Robotic Ultrasound Spine Acquisitions
2025Miruna Gafencu, Reem Shaban et al.
[4]
FM-POT: non-rigid point cloud registration based on functional maps and partial optimal transport fusion
2025Siyu Li, Minqi Li
[5]
fastWDM3D: Fast and Accurate 3D Healthy Tissue Inpainting
2025Alicia Durrer, Florentin Bieder et al.
[6]
cIDIR: Conditioned Implicit Neural Representation for Regularized Deformable Image Registration
2025Sidaty El Hadramy, Oumeymah Cherkaoui et al.
[7]
Medical Image Segmentation: A Comprehensive Review of Deep Learning-Based Methods
2025Yuxiao Gao, Yang Jiang et al.
[8]
Medical image translation with deep learning: Advances, datasets and perspectives
2025Junxin Chen, Zhiheng Ye et al.
[9]
LIFT: Latent Implicit Functions for Task- and Data-Agnostic Encoding
2025A. Kazerouni, Soroush Mehraban et al.
[10]
MedFuncta: A Unified Framework for Learning Efficient Medical Neural Fields
2025Paul Friedrich, Florentin Bieder et al.
[11]
cWDM: Conditional Wavelet Diffusion Models for Cross-Modality 3D Medical Image Synthesis
2024Paul Friedrich, Alicia Durrer et al.
[12]
Optimizing 3D Geometry Reconstruction from Implicit Neural Representations
2024Shen Fan, Przemyslaw Musialski
[13]
A Review of Medical Image Registration for Different Modalities
2024Fatemehzahra Darzi, T. Bocklitz
[14]
Classification, Regression and Segmentation directly from k-Space in Cardiac MRI
2024Ruochen Li, Jiazhen Pan et al.
[15]
WDM: 3D Wavelet Diffusion Models for High-Resolution Medical Image Synthesis
2024Paul Friedrich, Julia Wolleb et al.
[16]
A novel automatic segmentation method directly based on magnetic resonance imaging K-space data for auxiliary diagnosis of glioma
2024Yikang Li, Yulong Qi et al.
[17]
FNOReg: Resolution-Robust Medical Image Registration Method Based on Fourier Neural Operator
2024Nikita A. Drozdov, Dmitry V. Sorokin
[18]
MRI Scan Synthesis Methods based on Clustering and Pix2Pix
2023G. Baldini, Melanie Schmidt et al.
[19]
CycleGAN-based image translation from MRI to CT scans
2023Yingchao Cai, Mengxiao Li et al.
[20]
Implicit Neural Representation in Medical Imaging: A Comparative Survey
2023Amir Molaei, Amirhossein Aminimehr et al.

Showing 20 of 60 references

Founder's Pitch

"NOIR revolutionizes medical imaging by using Neural Operators for resolution-independent transformations."

Medical AIScore: 8View PDF ↗

Commercial Viability Breakdown

0-10 scale

High Potential

2/4 signals

5

Quick Build

3/4 signals

7.5

Series A Potential

3/4 signals

7.5

Sources used for this analysis

arXiv Paper

Full-text PDF analysis of the research paper

GitHub Repository

Code availability, stars, and contributor activity

Citation Network

Semantic Scholar citations and co-citation patterns

Community Predictions

Crowd-sourced unicorn probability assessments

Analysis model: GPT-4o · Last scored: 3/13/2026

Explore the full citation network and related research.

7-day free trial. Cancel anytime.

Understand the commercial significance and market impact.

7-day free trial. Cancel anytime.

Get detailed profiles of the research team.

7-day free trial. Cancel anytime.

Related Papers

Loading…