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---
title: README
emoji: 🐨
colorFrom: blue
colorTo: gray
sdk: static
pinned: false
---
<div align="center">
<img src="PraiseLogo_full.png" width="50%"/>
</div>
<h1 align="center">Hi 👋, we are the PRAISE Research Group</h1>
<h3 align="center">Predictive Analytics for Understanding Big Multimedia Data @ University of Naples Federico II</h3>
<div align="center">
<img src="https://napoli.esn.it/satellitenew/sites/esnnapoli.it/files/FedericoII.jpg" width="15%" style="display:inline-block; margin: 5px;">
<img src="https://th.bing.com/th/id/OIP.KbIGRsHkdRj-Ao8nM3VTGAAAAA?rs=1&pid=ImgDetMain" width="19%" style="display:inline-block; margin: 5px;">
<img src="https://picuslab.dieti.unina.it/images/hp-slider/Image_Logo5.png" width="15%" style="display:inline-block; margin: 5px;">
</div>
<p align="left">
<img src="https://komarev.com/ghpvc/?username=praise-research" alt="praise-research"/>
</p>
---
## 🧠 About Us
The **PRAISE (PRedictive AnalytIcs for underStanding big multimEdia data)** research group is part of the **PICUS Lab** at the **Department of Electrical Engineering and Information Technologies (DIETI)**, University of Naples Federico II, Italy.
We are a team of researchers with a strong background in **AI**, **multimodal data understanding**, and **predictive analytics** across multiple domains including **eHealth**, **Social Network Analysis**, and **Multimedia Data Analysis**.
Our goal is to develop intelligent systems that can **understand**, **predict**, and **interact** with complex multimedia information—especially focusing on language, vision, and their integration.
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## 🔬 Research Topics
- **Multimodal AI for Healthcare**
- Multilingual and multimodal language models
- Diagnostic and therapeutic AI assistance
- Automatic EHR generation from speech and unstructured text (Italian)
- Medical image understanding (CT, MRI, X-ray, etc.)
- **Social Network Modeling & Simulation**
- Generative Agent-Based Frameworks
- LLM-driven simulation of social phenomena: stance change, information diffusion
- Tools for crowd fact-checking, fake news and harmful content detection
- **Lie Detection from Multimedia Streams**
- AI for behavioral analysis and deception detection
- Collaborative project with US-based Courtscribes Company
- **Big Scholarly Data Analytics**
- Automated knowledge extraction and semantic enrichment
- Development of analytics platforms for scientific literature
---
## 🤖 Models
We are currently developing **fine-tuned multimodal language models** for the **Italian medical domain**, in collaboration with national (e.g., Accenture, Almaviva) and international partners (e.g., King’s College London).
Our models integrate **textual** and **visual** medical data to support clinical tasks in real-world applications.
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## 📄 View our papers
<a href="https://scholar.google.com/citations?user=0FXky6Cr1RoC" target="_blank">
<img alt="Google Scholar" src="https://img.shields.io/badge/Google_Scholar-4285F4?style=for-the-badge&logo=googlescholar&logoColor=white">
</a>
---
## 📫 Contact Us
- 🌐 **Hugging Face Page:** [PRAISELab@PICUSLab](https://huggingface.co/praiselab-picuslab)
<h3 align="left">Connect with us:</h3>
<p align="left">
<a href="https://www.linkedin.com/company/praise-picuslab/" target="blank">
<img align="center" src="https://raw.githubusercontent.com/rahuldkjain/github-profile-readme-generator/master/src/images/icons/Social/linked-in-alt.svg" alt="giuseppericcio" height="30" width="40"/>
</a>
</p>
---
## ⭐ Members
<table>
<tr>
<td align="center">
<a href="https://github.com/giuseppericcio">
<img src="https://avatars.githubusercontent.com/giuseppericcio" width="100px;" alt="Giuseppe Riccio"/><br />
<sub><b>Giuseppe Riccio</b></sub>
</a>
</td>
<td align="center">
<a href="https://github.com/laerre9">
<img src="https://avatars.githubusercontent.com/laerre9" width="100px;" alt="Antonio Romano"/><br />
<sub><b>Antonio Romano</b></sub>
</a>
</td>
<td align="center">
<a href="https://github.com/giammy677dev">
<img src="https://avatars.githubusercontent.com/giammy677dev" width="100px;" alt="Gian Marco Orlando"/><br />
<sub><b>Gian Marco Orlando</b></sub>
</a>
</td>
<td align="center">
<a href="https://github.com/diegorusso95">
<img src="https://avatars.githubusercontent.com/diegorusso95" width="100px;" alt="Diego Russo"/><br />
<sub><b>Diego Russo</b></sub>
</a>
</td>
<td align="center">
<a href="https://github.com/csmariano">
<img src="https://avatars.githubusercontent.com/csmariano" width="100px;" alt="Mariano Barone"/><br />
<sub><b>Mariano Barone</b></sub>
</a>
</td>
</tr>
</table>
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