Change preprint to the 2nd version

Author: danifranco

index.md

@@ -16,7 +16,7 @@ carousels:
         <h1>BiaPy</h1>
         <h3>Accessible deep learning on bioimages</h3>
         <a href="https://github.com/BiaPyX/BiaPy/releases/latest" target="_blank" rel="noopener noreferrer">Latest release notes</a>
-        <p dir="auto">🔥<strong>NEWS</strong>🔥: Check out our last <a href="https://www.biorxiv.org/content/10.1101/2024.02.03.576026v1"  target="_blank" rel="noopener noreferrer"><strong>bioRxiv preprint</strong></a>!  </p>
+        <p dir="auto">🔥<strong>NEWS</strong>🔥: Check out our last <a href="https://www.biorxiv.org/content/10.1101/2024.02.03.576026v2"  target="_blank" rel="noopener noreferrer"><strong>bioRxiv preprint</strong></a>!  </p>
     </div>
 </div>