Predicting disease risks from highly imbalanced data using random forest M Khalilia, S Chakraborty, M Popescu BMC medical informatics and decision making 11, 1-13, 2011 | 798 | 2011 |
The Digital Slide Archive: A Software Platform for Management, Integration, and Analysis of Histology for Cancer Research DA Gutman, M Khalilia, S Lee, M Nalisnik, Z Mullen, J Beezley, ... Cancer research 77 (21), e75-e78, 2017 | 156 | 2017 |
Improving hospital mortality prediction with medical named entities and multimodal learning M Jin, MT Bahadori, A Colak, P Bhatia, B Celikkaya, R Bhakta, ... Neural Information Processing Systems (NeurIPS), 2018 | 74 | 2018 |
Comprehend Medical: a Named Entity Recognition and Relationship Extraction Web Service P Bhatia, B Celikkaya, M Khalilia, S Senthivel IEEE International Conference On Machine Learning And Applications, 1844-1851, 2019 | 67 | 2019 |
Quantifying care coordination using natural language processing and domain-specific ontology LL Popejoy, MA Khalilia, M Popescu, C Galambos, V Lyons, M Rantz, ... Journal of the American Medical Informatics Association 22 (e1), e93-e103, 2015 | 59 | 2015 |
Comparing aging in place to home health care: Impact of nurse care coordination on utilization and costs LL Popejoy, F Stetzer, L Hicks, MJ Rantz, C Galambos, M Popescu, ... Nursing economic$ 33 (6), 306, 2015 | 52 | 2015 |
Clinical predictive modeling development and deployment through FHIR web services M Khalilia, M Choi, A Henderson, S Iyengar, M Braunstein, J Sun AMIA Annual Symposium Proceedings 2015, 717, 2015 | 50 | 2015 |
Improvements to the relational fuzzy c-means clustering algorithm MA Khalilia, J Bezdek, M Popescu, JM Keller Pattern Recognition 47 (12), 3920-3930, 2014 | 47 | 2014 |
Wojood: Nested Arabic Named Entity Corpus and Recognition using BERT M Jarrar, M Khalilia, S Ghanem Proceedings of the International Conference on Language Resources and …, 2022 | 41 | 2022 |
Joint entity extraction and assertion detection for clinical text P Bhatia, B Celikkaya, M Khalilia Association for Computational Linguistics, 954-959, 2019 | 38 | 2019 |
Cloud-based predictive modeling system and its application to asthma readmission prediction R Chen, H Su, M Khalilia, S Lin, Y Peng, T Davis, DA Hirsh, E Searles, ... AMIA Annual Symposium Proceedings 2015, 406, 2015 | 23 | 2015 |
Improving disease prediction using ICD-9 ontological features M Popescu, M Khalilia 2011 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2011), 1805-1809, 2011 | 23 | 2011 |
End-to-end joint entity extraction and negation detection for clinical text P Bhatia, E Busra Celikkaya, M Khalilia Precision Health and Medicine: A Digital Revolution in Healthcare, 139-148, 2020 | 20 | 2020 |
EHR-independent predictive decision support architecture based on OMOP P Unberath, HU Prokosch, J Gründner, M Erpenbeck, C Maier, ... Applied clinical informatics 11 (03), 399-404, 2020 | 19 | 2020 |
WojoodNER 2023: The First Arabic Named Entity Recognition Shared Task M Jarrar, M Abdul-Mageed, M Khalilia, B Talafha, AR Elmadany, ... arXiv preprint arXiv:2310.16153, 2023 | 15 | 2023 |
A sketch-based interface for multi-robot formations M Skubic, D Anderson, M Khalilia, S Kavirayani AAAI Mobile Robot Competition, 2004 | 13 | 2004 |
Salma: Arabic sense-annotated corpus and wsd benchmarks M Jarrar, S Malaysha, T Hammouda, M Khalilia arXiv preprint arXiv:2310.19029, 2023 | 11 | 2023 |
Context-gloss augmentation for improving arabic target sense verification S Malaysha, M Jarrar, M Khalilia arXiv preprint arXiv:2302.03126, 2023 | 11 | 2023 |
Identifying patients at risk of high healthcare utilization L Sheets, L Popejoy, M Khalilia, G Petroski, JC Parker AMIA Annual Symposium Proceedings 2016, 1129, 2016 | 11 | 2016 |
Arabic fine-grained entity recognition H Liqreina, M Jarrar, M Khalilia, AO El-Shangiti, M AbdulMageed arXiv preprint arXiv:2310.17333, 2023 | 10 | 2023 |