Siham Yousfi

14 papers Journal 12Unranked 2
YearRankTypeTitle / Venue / Authors
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
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 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
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 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 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