Yassir Houreh
Nominated Award: Best Application of AI in an Academic Research Body
Linkedin of Person: https://www.linkedin.com/in/yassirhoureh/
I’m a recent graduate Master student from the University of Limerick in Artificial Intelligence, I have worked in research related to deep learning, image segmentation and genetic algorithms and I have published a scientific paper at ICAART 2021 conference and the paper won the best student paper award.
http://www.icaart.org/PreviousAwards.aspx#2021
https://www.researchgate.net/publication/349207960_HNAS_Hyper_Ne
ural_Architecture_Search_for_Image_Segmentation
Author:
Yassir Houreh
Co-Authors:
Mahsa Mahdinejad
Enrique Naredo
Douglas M. Dias
Conor Ryan
Reason for Nomination:
HNAS: Hyper Neural Architecture Search for Image Segmentation is research that has been done as a part of the AI master at the University of Limerick.
The research offers:
1- A novelty way for producing a customized model for the provided data without suffering from over/underfitting using our method HNAS (GA based algorithm with a novelty fitness score).
2- A novelty way for producing compact size deep learning model for medical image segmentation using our method HNAS.
3- A new unet flavours.
4- Compact and customized models for retinal vessels segmentation.
5- The research won the best student paper award at ICAART conference.
Links:
http://www.icaart.org/PreviousAwards.aspx#2021
https://www.researchgate.net/publication/349207960_HNAS_Hyper_Ne
ural_Architecture_Search_for_Image_Segmentation
Additional Information:
Author:
Yassir Houreh – yassir.houreh@outlook.com
Co-Authors:
Mahsa Mahdinejad – mahsa.mahdinejad@ul.ie
Enrique Naredo – enrique.naredo@ul.ie
Douglas Mota Dias
Conor Ryan