# Submissions for: Deep Image Prior for Inverse Problems in Imaging

|#| Submission | Links |
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|1|[Deep Image Prior for Fetal Ultrasound Enhancement](https://github.com/marionamontalmorta/MATLAB-AI-Challenge)<br/> This MATLAB implementation of Deep Image Prior (DIP) applies an untrained convolutional neural network to perform denoising and super-resolution on fetal ultrasound images without requiring large datasets or pretraining. <br><br> **Authors:** Mariona Montal Morta <br/> **Affiliation:** Universitat Politècnica de Catalunya <br> **Submission Date:** 2025-07-16|<img width="400" height="0" style="display:block;line-height:0;border:none;" alt=""><br>[![GitHub Repo](https://img.shields.io/badge/GitHub-Repo-181717?style=flat&logo=github&logoColor=white)](https://github.com/marionamontalmorta/MATLAB-AI-Challenge) <br> [![Open in MATLAB Online](https://www.mathworks.com/images/responsive/global/open-in-matlab-online.svg)](https://matlab.mathworks.com/open/github/v1?repo=marionamontalmorta/MATLAB-AI-Challenge) <br>  <br><br><br> [![Trend: Artificial Intelligence](https://img.shields.io/badge/Trend-Artificial%20Intelligence-blue?style=flat)](https://github.com/mathworks/MathWorks-Excellence-in-Innovation/blob/main/megatrends/Artificial%20Intelligence.md) [![Trend: Computer Vision](https://img.shields.io/badge/Trend-Computer%20Vision-blue?style=flat)](https://github.com/mathworks/MathWorks-Excellence-in-Innovation/blob/main/megatrends/Computer%20Vision.md)|