| Improving hospital mortality prediction with medical named entities and multimodal learning M Jin, MT Bahadori, A Colak, P Bhatia, B Celikkaya, R Bhakta, ... arXiv preprint arXiv:1811.12276, 2018 | 85 | 2018 |
| Comprehend medical: a named entity recognition and relationship extraction web service P Bhatia, B Celikkaya, M Khalilia, S Senthivel 2019 18th IEEE International Conference On Machine Learning And Applications …, 2019 | 75 | 2019 |
| Latte: Latent type modeling for biomedical entity linking M Zhu, B Celikkaya, P Bhatia, CK Reddy Proceedings of the AAAI conference on artificial intelligence 34 (05), 9757-9764, 2020 | 50 | 2020 |
| Joint entity extraction and assertion detection for clinical text P Bhatia, B Celikkaya, M Khalilia arXiv preprint arXiv:1812.05270, 2018 | 43 | 2018 |
| Dynamic transfer learning for named entity recognition P Bhatia, K Arumae, E Busra Celikkaya Precision health and medicine: A digital revolution in healthcare, 69-81, 2020 | 35 | 2020 |
| Algorithms to Estimate PaCO2 and pH Using Noninvasive Parameters for Children with Hypoxemic Respiratory Failure RG Khemani, EB Celikkaya, CR Shelton, D Kale, PA Ross, RC Wetzel, ... Respiratory care 59 (8), 1248-1257, 2014 | 22 | 2014 |
| 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 | 21 | 2020 |
| Factored filtering of continuous-time systems EB Celikkaya, CR Shelton, W Lam arXiv preprint arXiv:1202.3703, 2012 | 11 | 2012 |
| Deterministic anytime inference for stochastic continuous-time Markov processes EB Celikkaya, C Shelton International Conference on Machine Learning, 1962-1970, 2014 | 5 | 2014 |
| Towards User Friendly Medication Mapping Using Entity-Boosted Two-Tower Neural Network S Yuan, P Bhatia, B Celikkaya, H Liu, K Choi International Workshop on Deep Learning for Human Activity Recognition, 126-138, 2021 | 3 | 2021 |
| Towards fast and unified transfer learning architectures for sequence labeling P Bhatia, K Arumae, B Celikkaya 2019 18th IEEE International Conference On Machine Learning And Applications …, 2019 | 3 | 2019 |
| Non-invasive blood gas estimation for pediatric mechanical ventilation EB Celikkaya, CR Shelton, D Kale, RC Wetzel, RG Khemani Machine Learning for Clinical Data Analysis and Healthcare, NIPS Workshop, 2013 | 2 | 2013 |
| Towards User Friendly Medication Mapping Using Entity-Boosted S Yuan, P Bhatia, B Celikkaya Deep Learning for Human Activity Recognition: Second International Workshop …, 2021 | | 2021 |
| Towards user friendly medication mapping using entity-boosted twin modeling S Yuan, P Bhatia, B Celikkaya, H Liu, K Choi | | 2020 |
| Multivariate Continuous-Time Models: Approximate Inference Algorithms and Medical Informatics Applications EB Celikkaya University of California, Riverside, 2016 | | 2016 |
