Mourad Gridach

According to our database, Mourad Gridach authored at least 21 papers between 2011 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

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

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

2022

Self-Knowledge Distillation for First Trimester Ultrasound Saliency Prediction.

Mourad Gridach, Elizaveta Savochkina, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble

Proceedings of the Simplifying Medical Ultrasound - Third International Workshop, 2022

2021

PyDiNet: Pyramid Dilated Network for medical image segmentation.

Mourad Gridach

Neural Networks, 2021

Syntax-ignorant N-gram embeddings for dialectal Arabic sentiment analysis.

Hala Mulki, Hatem Haddad, Mourad Gridach, Ismail Babaoglu

Nat. Lang. Eng., 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, 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

Medical Image Anal., 2021

Dopnet: Densely Oriented Pooling Network For Medical Image Segmentation.

Mourad Gridach, Irina Voiculescu

Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

2020

Hybrid deep neural networks for recommender systems.

Mourad Gridach

Neurocomputing, 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

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, 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

CoRR, 2020

A framework based on (probabilistic) soft logic and neural network for NLP.

Mourad Gridach

Appl. Soft Comput., 2020

OXENDONET: A Dilated Convolutional Neural Networks For Endoscopic Artefact Segmentation.

Mourad Gridach, Irina Voiculescu

Proceedings of the 2nd International Workshop and Challenge on Computer Vision in Endoscopy, 2020

2019

Syntax-Ignorant N-gram Embeddings for Sentiment Analysis of Arabic Dialects.

Hala Mulki, Hatem Haddad, Mourad Gridach, Ismail Babaoglu

Proceedings of the Fourth Arabic Natural Language Processing Workshop, 2019

2017

Character-level neural network for biomedical named entity recognition.

Mourad Gridach

J. Biomed. Informatics, 2017

Tw-StAR at SemEval-2017 Task 4: Sentiment Classification of Arabic Tweets.

Hala Mulki, Hatem Haddad, Mourad Gridach, Ismail Babaoglu

Proceedings of the 11th International Workshop on Semantic Evaluation, 2017

Empirical Evaluation of Word Representations on Arabic Sentiment Analysis.

Mourad Gridach, Hatem Haddad, Hala Mulki

Proceedings of the Arabic Language Processing: From Theory to Practice, 2017

Arabic Named Entity Recognition: A Bidirectional GRU-CRF Approach.

Mourad Gridach, Hatem Haddad

Proceedings of the Computational Linguistics and Intelligent Text Processing, 2017

Churn Identification in Microblogs using Convolutional Neural Networks with Structured Logical Knowledge.

Mourad Gridach, Hatem Haddad, Hala Mulki

Proceedings of the 3rd Workshop on Noisy User-generated Text, 2017

2016

Character-Aware Neural Networks for Arabic Named Entity Recognition for Social Media.

Mourad Gridach

Proceedings of the 6th Workshop on South and Southeast Asian Natural Language Processing, 2016

Deep Learning Approach for Arabic Named Entity Recognition.

Mourad Gridach

Proceedings of the Computational Linguistics and Intelligent Text Processing, 2016

2011

Developing a New Approach for Arabic Morphological Analysis and Generation

Mourad Gridach, Nouredine Chenfour

CoRR, 2011

An XML Approach of Coding a Morphological Database for Arabic Language.

Mourad Gridach, Nouredine Chenfour

Adv. Hum. Comput. Interact., 2011