Maryem Rhanoui

34 papers C 1Journal 16Unranked 17
YearRankTypeTitle / Venue / Authors
2025 — conf
NeuroReport-MS: Multi-scale Agentic AI for Automated Clinical Report Generation in Multiple Sclerosis.
ELAMI@MICCAI
Alaoui Belghiti Khaoula, Nour Eddine Zekaoui, Mounia Mikram, Maryem Rhanoui
2025 J jnl
SSMT-PANBERT: A single-stage multitask model for phenotype extraction and assertion negation detection in unstructured clinical text.
Comput. Biol. Medicine
Nour Eddine Zekaoui, Maryem Rhanoui, Siham Yousfi, Mounia Mikram
2024 — conf
BioMed-LLaMa-3: Instruction-Efficient Fine-Tuning of Large Language Models for Improved Biomedical Language Understanding.
MIWAI (2)
Nour Eddine Zekaoui, Mounia Mikram, Maryem Rhanoui, Siham Yousfi
2024 J jnl
Hybrid Quality-Based Recommender Systems: A Systematic Literature Review.
J. Imaging
Bihi Sabiri, Amal Khtira, Bouchra El Asri, Maryem Rhanoui
2024 J jnl
Investigating Contrastive Pair Learning's Frontiers in Supervised, Semisupervised, and Self-Supervised Learning.
J. Imaging
Bihi Sabiri, Amal Khtira, Bouchra El Asri, Maryem Rhanoui
2024 J jnl
Multimodal Machine Learning for Predicting Post-Surgery Quality of Life in Colorectal Cancer Patients.
J. Imaging
Maryem Rhanoui, Mounia Mikram, Kamelia Amazian, Abderrahim Ait-Abderrahim, Siham Yousfi, Imane Toughrai
2023 J jnl
Analysis of the Evolution of Advanced Transformer-Based Language Models: Experiments on Opinion Mining.
CoRR
Nour Eddine Zekaoui, Siham Yousfi, Maryem Rhanoui, Mounia Mikram
2023 — conf
Analyzing BERT's Performance Compared to Traditional Text Classification Models.
ICEIS (1)
Bihi Sabiri, Amal Khtira, Bouchra El Asri, Maryem Rhanoui
2023 J jnl
BERT Based Clinical Knowledge Extraction for Biomedical Knowledge Graph Construction and Analysis.
CoRR
Ayoub Harnoune, Maryem Rhanoui, Mounia Mikram, Siham Yousfi, Zineb Elkaimbillah, Bouchra El Asri
2023 — conf
Enhancing Large Language Models' Utility for Medical Question-Answering: A Patient Health Question Summarization Approach.
SITA
Nour Eddine Zekaoui, Siham Yousfi, Mounia Mikram, Maryem Rhanoui
2023 J jnl
Supervised Machine Learning for Breast Cancer Risk Factors Analysis and Survival Prediction.
CoRR
Khaoula Chtouki, Maryem Rhanoui, Mounia Mikram, Kamelia Amazian, Siham Yousfi
2023 — conf
Transformer-Driven segmentation of New Lesions in Multiple Sclerosis scans.
SITA
Alaoui Belghiti Khaoula, Mounia Mikram, Maryem Rhanoui
2022 J jnl
A hybrid recommender system for patron driven library acquisition and weeding.
J. King Saud Univ. Comput. Inf. Sci.
Maryem Rhanoui, Mounia Mikram, Siham Yousfi, Ayoub Kasmi, Naoufel Zoubeidi
2022 — conf
Effect of Convulsion Layers and Hyper-parameters on the Behavior of Adversarial Neural Networks.
ICEIS (Revised Selected Papers)
Bihi Sabiri, Bouchra El Asri, Maryem Rhanoui
2022 — conf
Efficient Deep Neural Network Training Techniques for Overfitting Avoidance.
ICEIS (Revised Selected Papers)
Bihi Sabiri, Bouchra El Asri, Maryem Rhanoui
2022 — conf
Impact of Hyperparameters on the Generative Adversarial Networks Behavior.
ICEIS (1)
Bihi Sabiri, Bouchra El Asri, Maryem Rhanoui
2022 — conf
Mechanism of Overfitting Avoidance Techniques for Training Deep Neural Networks.
ICEIS (1)
Bihi Sabiri, Bouchra El Asri, Maryem Rhanoui
2022 J jnl
Smart Agriculture : A Novel Multilevel Approach for Agricultural Risk Assessment over Unstructured Data.
CoRR
Hasna Najmi, Mounia Mikram, Maryem Rhanoui, Siham Yousfi
2022 J jnl
Smart big data framework for insight discovery.
J. King Saud Univ. Comput. Inf. Sci.
Siham Yousfi, Dalila Chiadmi, Maryem Rhanoui
2021 J jnl
Comparative Study of CNN and LSTM for Opinion Mining in Long Text.
J. Autom. Mob. Robotics Intell. Syst.
Siham Yousfi, Maryem Rhanoui, Mounia Mikram
2021 — conf
Generative and Autoencoder Models for Large-Scale Mutivariate Unsupervised Anomaly Detection.
NISS (Springer)
Nabila Ounasser, Maryem Rhanoui, Mounia Mikram, Bouchra El Asri
2021 — conf
Hybrid Deep Learning Models for Diabetic Retinopathy Classification.
BDIoT
Mounia Mikram, Chouaib Moujahdi, Maryem Rhanoui, Majdouline Meddad, Asmaa Khallout
2021 — conf
Hybrid Prototypical Networks Augmented by a Non-linear Classifier.
ICEIS (1)
Anas El Ouardi, Maryem Rhanoui, Anissa Benlarabi, Bouchra El Asri
2021 C conf
Toward a Multimodal Multitask Model for Neurodegenerative Diseases Diagnosis and Progression Prediction.
DATA
Sofia Lahrichi, Maryem Rhanoui, Mounia Mikram, Bouchra El Asri
2021 J jnl
Toward a multimodal multitask model for neurodegenerative diseases diagnosis and progression prediction.
CoRR
Sofia Lahrichi, Maryem Rhanoui, Mounia Mikram, Bouchra El Asri
2021 J jnl
Towards a Generic Multimodal Architecture for Batch and Streaming Big Data Integration.
CoRR
Siham Yousfi, Maryem Rhanoui, Dalila Chiadmi
2021 J jnl
Unit Load Devices (ULD) Demand Forecasting in the Air Cargo for Optimal Cost Management.
J. Autom. Mob. Robotics Intell. Syst.
Mounia Mikram, Maryem Rhanoui, Siham Yousfi, Houda Briwa
2019 J jnl
A CNN-BiLSTM Model for Document-Level Sentiment Analysis.
Mach. Learn. Knowl. Extr.
Maryem Rhanoui, Mounia Mikram, Siham Yousfi, Soukaina Barzali
2019 J jnl
Feature Models Preconfiguration Based on User Profiling.
Comput. Inf. Sci.
Ikram Dehmouch, Bouchra El Asri, Maryem Rhanoui, Mina Elmaallam
2018 — conf
Towards Efficient Big Data: Hadoop Data Placing and Processing.
ICSDE
Jihane Bahadi, Bouchra El Asri, Mélanie Courtine, Maryem Rhanoui, Yannick Kergosien
2018 — conf
Using Unsupervised Machine Learning for Data Quality. Application to Financial Governmental Data Integration.
BDCA
Hanae Necba, Maryem Rhanoui, Bouchra El Asri
2017 — conf
From Data to Big Data: Moroccan Public Sector.
BDCA
R. Khtira, Bouchra El Asri, Maryem Rhanoui
2014 — conf
A multilevel contract model for dependable Feature-Oriented components.
SITA
Maryem Rhanoui, Bouchra El Asri
2012 — conf
Toward a Quality-driven Service Component Architecture - Techniques and Models.
ICEIS (2)
Maryem Rhanoui, Bouchra El Asri