Dmitriy Dligach
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
26
Venues
9
Active years
2008–2026
Best venue rank
A*
Where they publish
Papers
26 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | ACL | LogosKG: Hardware-Optimized Scalable and Interpretable Knowledge Graph Retrieval. | He Cheng, Yifu Wu, Saksham Khatwani, Maya Kruse, Dmitriy Dligach, Timothy A. Miller, Majid Afshar, Yanjun Gao |
| 2024 | EMNLP | When Raw Data Prevails: Are Large Language Model Embeddings Effective in Numerical Data Representation for Medical Machine Learning Applications? | Yanjun Gao, Skatje Myers, Shan Chen, Dmitriy Dligach, Timothy A. Miller, Danielle S. Bitterman, Matthew M. Churpek, Majid Afshar |
| 2022 | AMIA | Explaining Alerts from a Pediatric Deterioration Prediction Model Using Clinical Text. | Anoop M. Mayampurath, Kyle A. Carey, Priti Jani, Majid Afshar, Matthew M. Churpek, Dmitriy Dligach |
| 2022 | COLING | Summarizing Patients' Problems from Hospital Progress Notes Using Pre-trained Sequence-to-Sequence Models. | Yanjun Gao, Dmitriy Dligach, Timothy Miller, Dongfang Xu, Matthew M. Churpek, Majid Afshar |
| 2022 | LREC | Hierarchical Annotation for Building A Suite of Clinical Natural Language Processing Tasks: Progress Note Understanding. | Yanjun Gao, Dmitriy Dligach, Timothy Miller, Samuel Tesch, Ryan Laffin, Matthew M. Churpek, Majid Afshar |
| 2021 | AMIA | A multi-label classifier to screen different types of substance misuse in hospitalized patients. | Brihat Sharma, Dmitriy Dligach, Hale Thomson, Matthew M. Churpek, Niranjan S. Karnik, Majid Afshar |
| 2021 | AMIA | The Addition of United States Census-Tract Data Does Not Improve the Prediction of Substance Misuse. | Daniel To, Cara Joyce, Sujay Kulshrestha, Brihat Sharma, Dmitriy Dligach, Matthew M. Churpek, Majid Afshar |
| 2020 | AMIA | Learning Patient Representations from Electronic Health Records across Diverse Data Types. | Timothy A. Miller, Dmitriy Dligach, Fei Wang, Yuqi Si, Funda Meric-Bernstam |
| 2020 | AMIA | Learning Hierarchical Transformer-based Representations of Clinical Notes. | Xin Su, Timothy A. Miller, Majid Afshar, Dmitriy Dligach |
| 2019 | AMIA | Towards a Universal Document-Level Clinical Text Encoder: Methods for Neural Network Pre-training with Applications to Substance Misuse. | Dmitriy Dligach, Majid Afshar, Timothy A. Miller |
| 2019 | AMIA | Untapped Potential of Clinical Text for Opioid Surveillance. | Amy L. Olex, Tams Gl, Majid Afshar, Dmitriy Dligach, Niranjan S. Karnik, Travis Oakes, Brihat Sharma, Meng Xie, Bridget T. McInnes, Julian Solway, Abel N. Kho, William Cramer, F. G. Moeller |
| 2019 | AMIA | Identification of Latent Subtypes of Patients with Opioid Misuse. | Brihat Sharma, Majid Afshar, Dmitriy Dligach, Robert Kanie, Elizabeth Salisbury-Afshar, Niranjan S. Karnik, Cara Joyce |
| 2018 | AMIA | A Computable Phenotype for Acute Respiratory Distress Syndrome Using Natural Language Processing and Machine Learning. | Majid Afshar, Cara Joyce, Anthony Oakey, Perry Formanek, Philip Yang, Matthew M. Churpek, Richard S. Cooper, Ron Price, Susan J. Zelisko, Dmitriy Dligach |
| 2017 | AIME | Recurrent Neural Network Architectures for Event Extraction from Italian Medical Reports. | Natalia Viani, Timothy A. Miller, Dmitriy Dligach, Steven Bethard, Carlo Napolitano, Silvia G. Priori, Riccardo Bellazzi, Lucia Sacchi, Guergana K. Savova |
| 2017 | EACL | Neural Temporal Relation Extraction. | Dmitriy Dligach, Timothy Miller, Chen Lin, Steven Bethard, Guergana Savova |
| 2016 | AMIA | Feature Portability in Cross-domain Clinical Coreference. | Timothy A. Miller, Dmitriy Dligach, Chen Lin, Steven Bethard, Guergana Savova |
| 2015 | AMIA | Semi-supervised Learning for Phenotyping Tasks. | Dmitriy Dligach, Timothy A. Miller, Guergana Savova |
| 2015 | AMIA | Robust Sentence Segmentation for Clinical Text. | Timothy A. Miller, Sean Finan, Dmitriy Dligach, Guergana Savova |
| 2014 | ACL | Descending-Path Convolution Kernel for Syntactic Structures. | Chen Lin, Timothy Miller, Alvin Kho, Steven Bethard, Dmitriy Dligach, Sameer Pradhan, Guergana Savova |
| 2013 | AMIA | Discovering Body Site and Severity Modifiers in Clinical Texts. | Dmitriy Dligach, Timothy A. Miller, Guergana Savova |
| 2013 | AMIA | Automatic Prediction of Rheumatoid Arthritis Disease Activity from the Electronic Medical Records. | Chen Lin, Elizabeth W. Karlson, Helena Canho, Timothy A. Miller, Dmitriy Dligach, Pei J. Chen, Ral N. Prez, Yuanyuan Shen, Michael E. Weinblatt, Nancy A. Shadick, Robert M. Plenge, Guergana Savova |
| 2013 | AMIA | Discovering Time Expressions in Clinical Text. | Timothy A. Miller, Dmitriy Dligach, Steven Bethard, Sameer Pradhan, Chen Lin, Guergana K. Savova |
| 2013 | RANLP | Active Learning for Phenotyping Tasks. | Dmitriy Dligach, Timothy Miller, Guergana Savova |
| 2011 | ACL | Good Seed Makes a Good Crop: Accelerating Active Learning Using Language Modeling. | Dmitriy Dligach, Martha Palmer |
| 2009 | NAACL | Using Language Modeling to Select Useful Annotation Data. | Dmitriy Dligach, Martha Palmer |
| 2008 | ACL | Novel Semantic Features for Verb Sense Disambiguation. | Dmitriy Dligach, Martha Palmer |