Improving disease prediction using ICD-9 ontological features. - Mihail Popescu; Mohammad Khalilia (FUZZ-IEEE, 2011)

Predicting disease risks from highly imbalanced data using random forest. - Mohammad Khalilia; Sounak Chakraborty; Mihail Popescu (BMC Medical Informatics Decis. Mak., 2011)

Developing an Ontology of Nursing Care Coordination using NLP. - Lori L. Popejoy; Mihail Popescu; Mohammad Khalilia; Vanessa Lyons; Marilyn Rantz; Colleen Galambos; Lanis Hicks; Frank Stetzer (AMIA, 2012)

Fuzzy relational self-organizing maps. - Mohammad Khalilia; Mihail Popescu (FUZZ-IEEE, 2012)

Topology Preservation in Fuzzy Self-Organizing Maps. - Mohammed Khalilia; Mihail Popescu (WCSC, 2013)

Patient stratification based on Activity of Daily Living score using Relational Self-Organizing Maps. - Mohammed Khalilia; Mihail Popescu; James Keller 001 (CICARE, 2014)

Relational Fuzzy Self-Organizing Maps for Cluster Visualization and Summarization. - Mohammed Khalilia; Mihail Popescu (Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2014)

Improvements to the relational fuzzy c-means clustering algorithm. - Mohammed Khalilia; James C. Bezdek; Mihail Popescu; James M. Keller (Pattern Recognit., 2014)

Cloud-based Predictive Modeling System and its Application to Asthma Readmission Prediction. - Robert Chen 001; Hang Su; Yi Zhen; Mohammed Khalilia; Daniel Hirsch; Michael Thompson; Tod Davis; Yue Peng; Sizhe Lin; Javier Tejedor-Sojo; Elizabeth Searles; Jimeng Sun 001 (AMIA, 2015)

Clinical Predictive Modeling Development and Deployment through FHIR Web Services. - Mohammed Khalilia; Myung Choi; Amelia Henderson; Sneha Iyengar; Mark L. Braunstein; Jimeng Sun 001 (AMIA, 2015)

Quantifying care coordination using natural language processing and domain-specific ontology. - Lori L. Popejoy; Mohammed Khalilia; Mihail Popescu; Colleen Galambos; Vanessa Lyons; Marilyn Rantz; Lanis Hicks; Frank Stetzer (J. Am. Medical Informatics Assoc., 2015)

Identifying Patients at Risk of High Healthcare Utilization. - Lincoln Sheets; Lori L. Popejoy; Mohammed Khalilia; Greg Petroski; Jerry C. Parker (AMIA, 2016)

Improving Hospital Mortality Prediction with Medical Named Entities and Multimodal Learning. - Mengqi Jin; Mohammad Taha Bahadori; Aaron Colak; Parminder Bhatia; Busra Celikkaya; Ram Bhakta; Selvan Senthivel; Mohammed Khalilia; Daniel Navarro; Borui Zhang; Tiberiu Doman; Arun Ravi; et al. (CoRR, 2018)

End-to-end Joint Entity Extraction and Negation Detection for Clinical Text. - Parminder Bhatia; Busra Celikkaya; Mohammed Khalilia (CoRR, 2018)

Joint Entity Extraction and Assertion Detection for Clinical Text. - Parminder Bhatia; Busra Celikkaya; Mohammed Khalilia (ACL (1), 2019)

Comprehend Medical: A Named Entity Recognition and Relationship Extraction Web Service. - Parminder Bhatia; Busra Celikkaya; Mohammed Khalilia; Selvan Senthivel (ICMLA, 2019)

End-to-End Joint Entity Extraction and Negation Detection for Clinical Text. - Parminder Bhatia; E. Busra Celikkaya; Mohammed Khalilia (Precision Health and Medicine, 2020)

Wojood: Nested Arabic Named Entity Corpus and Recognition using BERT. - Mustafa Jarrar; Mohammed Khalilia; Sana Ghanem (LREC, 2022)

Offensive Hebrew Corpus and Detection using BERT. - Nagham Hamad; Mustafa Jarrar; Mohammad Khalilia; Nadim Nashif (AICCSA, 2023)

WojoodNER 2023: The First Arabic Named Entity Recognition Shared Task. - Mustafa Jarrar; Muhammad Abdul-Mageed; Mohammed Khalilia; Bashar Talafha; AbdelRahim A. Elmadany; Nagham Hamad; Alaa Omar (ArabicNLP, 2023)

ArBanking77: Intent Detection Neural Model and a New Dataset in Modern and Dialectical Arabic. - Mustafa Jarrar; Ahmet Birim; Mohammed Khalilia; Mustafa Erden; Sana Ghanem (ArabicNLP, 2023)

SALMA: Arabic Sense-Annotated Corpus and WSD Benchmarks. - Mustafa Jarrar; Sanad Malaysha; Tymaa Hammouda; Mohammed Khalilia (ArabicNLP, 2023)

Arabic Fine-Grained Entity Recognition. - Haneen Liqreina; Mustafa Jarrar; Mohammed Khalilia; Ahmed Oumar El-Shangiti; Muhammad Abdul-Mageed (ArabicNLP, 2023)

Context-Gloss Augmentation for Improving Arabic Target Sense Verification. - Sanad Malaysha; Mustafa Jarrar; Mohammed Khalilia (GWC, 2023)

SinaTools: Open Source Toolkit for Arabic Natural Language Processing. - Tymaa Hammouda; Mustafa Jarrar; Mohammed Khalilia (ACLING, 2024)

NLU-STR at SemEval-2024 Task 1: Generative-based Augmentation and Encoder-based Scoring for Semantic Textual Relatedness. - Sanad Malaysha; Mustafa Jarrar; Mohammed Khalilia (SemEval@NAACL, 2024)

Event-Arguments Extraction Corpus and Modeling using BERT for Arabic. - Alaa Aljabari; Lina Duaibes; Mustafa Jarrar; Mohammed Khalilia (ArabicNLP, 2024)

WojoodNER 2024: The Second Arabic Named Entity Recognition Shared Task. - Mustafa Jarrar; Nagham Hamad; Mohammed Khalilia; Bashar Talafha; AbdelRahim A. Elmadany; Muhammad Abdul-Mageed (ArabicNLP, 2024)

ArabicNLU 2024: The First Arabic Natural Language Understanding Shared Task. - Mohammed Khalilia; Sanad Malaysha; Reem Suwaileh; Mustafa Jarrar; Alaa Aljabari; Tamer Elsayed; Imed Zitouni (ArabicNLP, 2024)

Strategies for Arabic Readability Modeling. - Juan David Pineros Liberato; Bashar Alhafni; Mohammad Khalilia; Nizar Habash (ArabicNLP, 2024)

AraFinNLP 2024: The First Arabic Financial NLP Shared Task. - Sanad Malaysha; Mo El-Haj; Saad Ezzini; Mohammed Khalilia; Mustafa Jarrar; Sultan Almujaiwel; Ismail Berrada; Houda Bouamor (ArabicNLP, 2024)

Konooz: Multi-domain Multi-dialect Corpus for Named Entity Recognition. - Nagham Hamad; Mohammed Khalilia; Mustafa Jarrar (ACL (Findings), 2025)

An Empirical Evaluation of Encoder Architectures for Fast Real-Time Long Conversational Understanding. - Annamalai Senthilnathan; Kristjan Arumae; Mohammed Khalilia; Zhengzheng Xing; Aaron Colak (CoRR, 2025)