Mourad Gridach

24 papers A* 1Journal 12Unranked 11

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Agentic AI for Scientific Discovery: A Survey of Progress, Challenges, and Future Directions. CoRR Mourad Gridach, Jay Nanavati, Khaldoun Zine El Abidine, Lenon Mendes, Christina Mack
2024	—	`conf`	Dual Representation Learning From Fetal Ultrasound Video and Sonographer Audio. ISBI Mourad Gridach, Mohammad Alsharid, Jianbo Jiao, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2023	—	`conf`	D2ANET: Densely Attentional-Aware Network for First Trimester Ultrasound CRL and NT Segmentation. ISBI Mourad Gridach, Robail Yasrab, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2022	—	`conf`	Self-Knowledge Distillation for First Trimester Ultrasound Saliency Prediction. ASMUS@MICCAI Mourad Gridach, Elizaveta Savochkina, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2021	J	`jnl`	Deep learning for detection and segmentation of artefact and disease instances in gastrointestinal endoscopy. Medical Image Anal. 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, Vishnusai Yoganand, Arnav Chavan, Aryan Raj, Nhan T. Nguyen, Dat Q. Tran, Lê Duy Huynh, Nicolas Boutry, Shahadate Rezvy, Haijian Chen, Yoon Ho Choi, Anand Subramanian, Velmurugan Balasubramanian, Xiaohong W. Gao, Hongyu Hu, Yusheng Liao, Danail Stoyanov, Christian Daul, Stefano Realdon, Renato Cannizzaro, Dominique Lamarque, Terry Tran-Nguyen, Adam Bailey, Barbara Braden, James E. East, Jens Rittscher
2021	—	`conf`	Dopnet: Densely Oriented Pooling Network For Medical Image Segmentation. ISBI Mourad Gridach, Irina Voiculescu
2021	J	`jnl`	PyDiNet: Pyramid Dilated Network for medical image segmentation. Neural Networks Mourad Gridach
2021	J	`jnl`	Syntax-ignorant N-gram embeddings for dialectal Arabic sentiment analysis. Nat. Lang. Eng. Hala Mulki, Hatem Haddad, Mourad Gridach, Ismail Babaoglu
2020	J	`jnl`	A framework based on (probabilistic) soft logic and neural network for NLP. Appl. Soft Comput. Mourad Gridach
2020	J	`jnl`	A translational pathway of deep learning methods in GastroIntestinal Endoscopy. CoRR 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, Vishnusai Yoganand, Arnav Chavan, Aryan Raj, Nhan T. Nguyen, Dat Q. Tran, Lê Duy Huynh, Nicolas Boutry, Shahadate Rezvy, Haijian Chen, Yoon Ho Choi, Anand Subramanian, Velmurugan Balasubramanian, Xiaohong W. Gao, Hongyu Hu, Yusheng Liao, Danail Stoyanov, Christian Daul, Stefano Realdon, Renato Cannizzaro, Dominique Lamarque, Terry Tran-Nguyen, Adam Bailey, Barbara Braden, James E. East, Jens Rittscher
2020	J	`jnl`	Empirical evaluation of leveraging named entities for arabic sentiment analysis. Int. Arab J. Inf. Technol. Hala Mulki, Hatem Haddad, Mourad Gridach, Ismail Babaoglu
2020	J	`jnl`	Hybrid deep neural networks for recommender systems. Neurocomputing Mourad Gridach
2020	—	`conf`	OXENDONET: A Dilated Convolutional Neural Networks For Endoscopic Artefact Segmentation. EndoCV@ISBI Mourad Gridach, Irina Voiculescu
2019	J	`jnl`	Empirical Evaluation of Leveraging Named Entities for Arabic Sentiment Analysis. CoRR Hala Mulki, Hatem Haddad, Mourad Gridach, Ismail Babaoglu
2019	—	`conf`	Syntax-Ignorant N-gram Embeddings for Sentiment Analysis of Arabic Dialects. WANLP@ACL 2019 Hala Mulki, Hatem Haddad, Mourad Gridach, Ismail Babaoglu
2017	—	`conf`	Arabic Named Entity Recognition: A Bidirectional GRU-CRF Approach. CICLing (1) Mourad Gridach, Hatem Haddad
2017	J	`jnl`	Character-level neural network for biomedical named entity recognition. J. Biomed. Informatics Mourad Gridach
2017	—	`conf`	Churn Identification in Microblogs using Convolutional Neural Networks with Structured Logical Knowledge. NUT@EMNLP Mourad Gridach, Hatem Haddad, Hala Mulki
2017	A*	`conf`	Empirical Evaluation of Word Representations on Arabic Sentiment Analysis. ICALP Mourad Gridach, Hatem Haddad, Hala Mulki
2017	—	`conf`	Tw-StAR at SemEval-2017 Task 4: Sentiment Classification of Arabic Tweets. SemEval@ACL Hala Mulki, Hatem Haddad, Mourad Gridach, Ismail Babaoglu
2016	—	`conf`	Character-Aware Neural Networks for Arabic Named Entity Recognition for Social Media. WSSANLP@COLING Mourad Gridach
2016	—	`conf`	Deep Learning Approach for Arabic Named Entity Recognition. CICLing (1) Mourad Gridach
2011	J	`jnl`	An XML Approach of Coding a Morphological Database for Arabic Language. Adv. Hum. Comput. Interact. Mourad Gridach, Nouredine Chenfour
2011	J	`jnl`	Developing a New Approach for Arabic Morphological Analysis and Generation CoRR Mourad Gridach, Nouredine Chenfour