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README.md

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 # Trained CCN for microalgal pigment spectrophotometric quantification
 
 Repository hosting the trained CNNs associated with the article (availablme in open access): 
-[A deep learning framework for spectrophotometric quantification of key microalgal pigments.](https://www.sciencedirect.com) 
+[A deep learning framework for spectrophotometric quantification of key microalgal pigments.](https://www.sciencedirect.com/science/article/pii/S2666827026000447) 
 Bayomie, O., & Pozzobon, V. (2026). 
-*Machine Learning with Applications*.
+*Machine Learning with Applications*, 100879.
 
 ## Structure
 
 It contains the optimized model (stored as an .h5 file) for lutein and zeaxanthin (hybrid architecture). In addition, the different models reported in Table 3 of the article are uploaded in the folder *Table_3_Models*.
 
+Predictions for lutein
+![Image not found](./Lutein.png?raw=true)
+
 ## Contact
 
 Please feel free to contact me. You can find my details on: https://victorpozzobon.github.io/