View PDF ↗
PDF Viewer
Open Full PDF

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 (50)

[1]
Visual Grounding in 2D and 3D: A unified perspective and survey
2025Keyu Guo, Yongle Huang et al.
[2]
3D Shape-to-Image Brownian Bridge Diffusion for Brain MRI Synthesis from Cortical Surfaces
2025Fabian Bongratz, Yitong Li et al.
[3]
EBDM: Exemplar-Guided Image Translation with Brownian-Bridge Diffusion Models
2024Eungbean Lee, Somi Jeong et al.
[4]
Synthetic data in biomedicine via generative artificial intelligence
2024Boris van Breugel, Tennison Liu et al.
[5]
MAISI: Medical AI for Synthetic Imaging
2024Pengfei Guo, Can Zhao et al.
[6]
Evaluating the Quality of Brain MRI Generators
2024Jiaqi Wu, Wei Peng et al.
[7]
Hallucination Index: An Image Quality Metric for Generative Reconstruction Models
2024Matthew Tivnan, Siyeop Yoon et al.
[8]
Bias in artificial intelligence for medical imaging: fundamentals, detection, avoidance, mitigation, challenges, ethics, and prospects
2024Burak Koçak, A. Ponsiglione et al.
[9]
Realistic morphology-preserving generative modelling of the brain
2024Petru-Daniel Dan Tudosiu, W. H. Pinaya et al.
[10]
AI models collapse when trained on recursively generated data
2024Ilia Shumailov, Zakhar Shumaylov et al.
[11]
Neural deformation fields for template-based reconstruction of cortical surfaces from MRI
2024Fabian Bongratz, Anne-Marie Rickmann et al.
[12]
Unconditional Latent Diffusion Models Memorize Patient Imaging Data
2024S. Dar, Marvin Seyfarth et al.
[13]
Synthetically enhanced: unveiling synthetic data's potential in medical imaging research
2023Bardia Khosravi, Frank Li et al.
[14]
Metadata-Conditioned Generative Models to Synthesize Anatomically-Plausible 3D Brain MRIs
2023Wei Peng, Tomas M. Bosschieter et al.
[15]
Shape-guided Conditional Latent Diffusion Models for Synthesising Brain Vasculature
2023Yashwardhan Deo, Haoran Dou et al.
[16]
Conditional Diffusion Models for Semantic 3D Brain MRI Synthesis
2023Zolnamar Dorjsembe, H. Pao et al.
[17]
Denoising diffusion probabilistic models for 3D medical image generation
2023Firas Khader, Gustav Mueller-Franzes et al.
[18]
S3M: Scalable Statistical Shape Modeling through Unsupervised Correspondences
2023Lennart Bastian, Alexander Bauman et al.
[19]
Adding Conditional Control to Text-to-Image Diffusion Models
2023Lvmin Zhang, Anyi Rao et al.
[20]
Robust machine learning segmentation for large-scale analysis of heterogeneous clinical brain MRI datasets
2022Benjamin Billot, C. Magdamo et al.

Showing 20 of 50 references

Founder's Pitch

"Cor2Vox provides anatomically consistent and precise synthetic brain MRI images using cortex-grounded diffusion models for enhanced neuroimaging analysis."

Medical AIScore: 7View PDF ↗

Commercial Viability Breakdown

0-10 scale

High Potential

2/4 signals

5

Quick Build

3/4 signals

7.5

Series A Potential

2/4 signals

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: 1/27/2026

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.