Spaces:
Configuration error
Configuration error
Refresh SmartClover organization card
Browse files
README.md
CHANGED
|
@@ -1,76 +1,27 @@
|
|
| 1 |
-
---
|
| 2 |
-
title: SmartClover SRL
|
| 3 |
-
emoji: ☘️
|
| 4 |
-
colorFrom: green
|
| 5 |
-
colorTo: indigo
|
| 6 |
-
sdk: docker
|
| 7 |
-
pinned: false
|
| 8 |
-
app_file: app.py
|
| 9 |
-
---
|
| 10 |
-
|
| 11 |
-
<div align="center">
|
| 12 |
-
|
| 13 |
# SmartClover SRL
|
| 14 |
|
| 15 |
-
|
| 16 |
-
|
| 17 |
-
<sub>HF ecosystem update version: v1.3.</sub>
|
| 18 |
-
|
| 19 |
-
**Bridging Rigorous Research and Applied AI in Healthcare**
|
| 20 |
-
|
| 21 |
-
[](https://smartclover.ro)
|
| 22 |
-
[]()
|
| 23 |
-
[]()
|
| 24 |
-
|
| 25 |
-
</div>
|
| 26 |
-
|
| 27 |
-
---
|
| 28 |
-
|
| 29 |
-
### 🔬 **About Us**
|
| 30 |
-
|
| 31 |
-
Welcome to the official Hugging Face organization for **SmartClover SRL**. We are a research-focused entity based in Bucharest, Romania, specializing in the intersection of Artificial Intelligence and Healthcare.
|
| 32 |
-
|
| 33 |
-
Our mission is to translate complex AI capabilities into clinical and commercial reality. We don't just build models; we ensure they are viable for research grants, technically sound, and aligned with the rigorous standards of the medical domain.
|
| 34 |
-
|
| 35 |
-
### 🏛️ **Core Competencies**
|
| 36 |
-
|
| 37 |
-
We operate at the nexus of **technical innovation** and **strategic research funding**:
|
| 38 |
-
|
| 39 |
-
* **AI X Healthcare Research:** Developing and fine-tuning models for medical imaging, clinical NLP, and patient data analysis with a focus on interpretability and privacy.
|
| 40 |
-
* **Grant Application & Consortium Building:** We provide deep-tech expertise for drafting successful proposals (Horizon Europe, National Grants) by defining clear State-of-the-Art (SotA) benchmarks and impact pathways.
|
| 41 |
-
* **Technical & Commercial Review:** Offering expert peer review for AI-related technical papers and commercial due diligence for health-tech startups.
|
| 42 |
-
|
| 43 |
-
---
|
| 44 |
-
|
| 45 |
-
### 🚀 **Our Open Source Contributions**
|
| 46 |
-
|
| 47 |
-
On this profile, you will find resources dedicated to advancing open science in healthcare:
|
| 48 |
-
|
| 49 |
-
| Category | Description |
|
| 50 |
-
| :--- | :--- |
|
| 51 |
-
| **Datasets** | Curated, anonymized, and synthetic healthcare datasets designed for benchmarking robust AI models. |
|
| 52 |
-
| **Models** | Domain-adapted Large Language Models (LLMs) and Computer Vision models fine-tuned for medical terminology and diagnostics. |
|
| 53 |
-
| **Demos** | Interactive Spaces demonstrating proof-of-concept tools for grant visualization and research validation. |
|
| 54 |
|
| 55 |
-
|
| 56 |
|
| 57 |
-
|
| 58 |
|
| 59 |
-
|
|
|
|
| 60 |
|
| 61 |
-
|
| 62 |
|
| 63 |
-
|
| 64 |
-
|
| 65 |
-
3. **Scientific Review** of your whitepapers and technical documentation.
|
| 66 |
|
| 67 |
-
##
|
| 68 |
|
| 69 |
-
|
| 70 |
-
|
| 71 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
| 72 |
|
| 73 |
-
-
|
| 74 |
-
<div align="center">
|
| 75 |
-
<small>© 2026 SmartClover SRL. All rights reserved.</small>
|
| 76 |
-
</div>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
# SmartClover SRL
|
| 2 |
|
| 3 |
+
Research-driven, digital-native healthcare AI products.
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 4 |
|
| 5 |
+
SmartClover develops and owns CerviGuard and DataGems and advances current and future products through applied research. The company commercializes software through B2B subscriptions and licensing, private SaaS/PaaS deployments, API access, and product-specific integration.
|
| 6 |
|
| 7 |
+
## Products
|
| 8 |
|
| 9 |
+
- **CerviGuard** — live MVP/private beta for structured cervical-screening intake, AI-assisted review, case management, and clinician-led follow-up. It is the documented TRL 6 starting point for TealGuard.
|
| 10 |
+
- **DataGems** — live open-source product for schema-driven synthetic-data generation, configured jobs, monitoring, and JSON/CSV export.
|
| 11 |
|
| 12 |
+
## Applied R&D
|
| 13 |
|
| 14 |
+
- **TealGuard** — approved consortium R&D programme led by HIPERDIA/Affidea, developing ColVisionAI, NavigatorAI, Follow-upAI, and EcoAI toward multi-site validation and TRL 9.
|
| 15 |
+
- **NIS2COMPASS** — approved consortium R&D programme advancing cybersecurity, resilience, and verifiable evidence workflows.
|
|
|
|
| 16 |
|
| 17 |
+
## Public resources
|
| 18 |
|
| 19 |
+
- [SmartClover](https://smartclover.ro)
|
| 20 |
+
- [CerviGuard product evidence](https://smartclover.ro/cerviguard)
|
| 21 |
+
- [CerviGuard live workspace](https://cerviguard.link)
|
| 22 |
+
- [DataGems live product](https://datagems.app)
|
| 23 |
+
- [TealGuard project](https://tealguard.eu/en)
|
| 24 |
+
- [NIS2COMPASS project evidence](https://smartclover.ro/blog/nis2compass-verifiable-cybersecurity-proof)
|
| 25 |
+
- [SmartClover GitHub](https://github.com/SmartCloverAI)
|
| 26 |
|
| 27 |
+
Models and research artifacts published here support open and reproducible healthcare AI research. Medical AI outputs remain subject to clinical validation, regulatory review, and qualified human oversight; they do not constitute autonomous diagnosis or medical-device approval.
|
|
|
|
|
|
|
|
|