An XML Approach of Coding a Morphological Database for Arabic Language. - Mourad Gridach; Nouredine Chenfour (Adv. Hum. Comput. Interact., 2011)

Developing a New Approach for Arabic Morphological Analysis and Generation - Mourad Gridach; Nouredine Chenfour (CoRR, 2011)

Deep Learning Approach for Arabic Named Entity Recognition. - Mourad Gridach (CICLing (1), 2016)

Character-Aware Neural Networks for Arabic Named Entity Recognition for Social Media. - Mourad Gridach (WSSANLP@COLING, 2016)

Churn Identification in Microblogs using Convolutional Neural Networks with Structured Logical Knowledge. - Mourad Gridach; Hatem Haddad; Hala Mulki (NUT@EMNLP, 2017)

Arabic Named Entity Recognition: A Bidirectional GRU-CRF Approach. - Mourad Gridach; Hatem Haddad (CICLing (1), 2017)

Empirical Evaluation of Word Representations on Arabic Sentiment Analysis. - Mourad Gridach; Hatem Haddad; Hala Mulki (ICALP, 2017)

Tw-StAR at SemEval-2017 Task 4: Sentiment Classification of Arabic Tweets. - Hala Mulki; Hatem Haddad; Mourad Gridach; Ismail Babaoglu (SemEval@ACL, 2017)

Character-level neural network for biomedical named entity recognition. - Mourad Gridach (J. Biomed. Informatics, 2017)

Syntax-Ignorant N-gram Embeddings for Sentiment Analysis of Arabic Dialects. - Hala Mulki; Hatem Haddad; Mourad Gridach; Ismail Babaoglu (WANLP@ACL 2019, 2019)

OXENDONET: A Dilated Convolutional Neural Networks For Endoscopic Artefact Segmentation. - Mourad Gridach; Irina Voiculescu (EndoCV@ISBI, 2020)

A framework based on (probabilistic) soft logic and neural network for NLP. - Mourad Gridach (Appl. Soft Comput., 2020)

A translational pathway of deep learning methods in GastroIntestinal Endoscopy. - Sharib Ali; Mariia Dmitrieva; Noha M. Ghatwary; Sophia Bano; Gorkem Polat; Alptekin Temizel; Adrian Krenzer; Amar Hekalo; Yun Bo Guo; Bogdan J. Matuszewski; Mourad Gridach; Irina Voiculescu; et al. (CoRR, 2020)

Empirical evaluation of leveraging named entities for arabic sentiment analysis. - Hala Mulki; Hatem Haddad; Mourad Gridach; Ismail Babaoglu (Int. Arab J. Inf. Technol., 2020)

Hybrid deep neural networks for recommender systems. - Mourad Gridach (Neurocomputing, 2020)

Dopnet: Densely Oriented Pooling Network For Medical Image Segmentation. - Mourad Gridach; Irina Voiculescu (ISBI, 2021)

Deep learning for detection and segmentation of artefact and disease instances in gastrointestinal endoscopy. - Sharib Ali; Mariia Dmitrieva; Noha M. Ghatwary; Sophia Bano; Gorkem Polat; Alptekin Temizel; Adrian Krenzer; Amar Hekalo; Yun Bo Guo; Bogdan J. Matuszewski; Mourad Gridach; Irina Voiculescu; et al. (Medical Image Anal., 2021)

Syntax-ignorant N-gram embeddings for dialectal Arabic sentiment analysis. - Hala Mulki; Hatem Haddad; Mourad Gridach; Ismail Babaoglu (Nat. Lang. Eng., 2021)

PyDiNet: Pyramid Dilated Network for medical image segmentation. - Mourad Gridach (Neural Networks, 2021)

Self-Knowledge Distillation for First Trimester Ultrasound Saliency Prediction. - Mourad Gridach; Elizaveta Savochkina; Lior Drukker; Aris T. Papageorghiou; J. Alison Noble (ASMUS@MICCAI, 2022)

D2ANET: Densely Attentional-Aware Network for First Trimester Ultrasound CRL and NT Segmentation. - Mourad Gridach; Robail Yasrab; Lior Drukker; Aris T. Papageorghiou; J. Alison Noble (ISBI, 2023)

Dual Representation Learning From Fetal Ultrasound Video and Sonographer Audio. - Mourad Gridach; Mohammad Alsharid; Jianbo Jiao; Lior Drukker; Aris T. Papageorghiou; J. Alison Noble (ISBI, 2024)

Agentic AI for Scientific Discovery: A Survey of Progress, Challenges, and Future Directions. - Mourad Gridach; Jay Nanavati; Khaldoun Zine El Abidine; Lenon Mendes; Christina Mack (CoRR, 2025)