☰

Dmitriy Dligach - Publications

Affiliations: 
 
Area:
Natural language processing
Tree Info Grants Similar researchers Related pubs Distance to... Nearest Nobel PubMed Report error

41 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2023 Zhou W, Dligach D, Afshar M, Gao Y, Miller TA. Improving the Transferability of Clinical Note Section Classification Models with BERT and Large Language Model Ensembles. Proceedings of the Conference. Association For Computational Linguistics. Meeting. 2023: 125-130. PMID 37786810  0.462
2023 Miller T, Bethard S, Dligach D, Savova G. End-to-end clinical temporal information extraction with multi-head attention. Proceedings of the Conference. Association For Computational Linguistics. Meeting. 2023: 313-319. PMID 37780680  0.685
2023 Gao Y, Dligach D, Miller T, Churpek MM, Afshar M. Overview of the Problem List Summarization (ProbSum) 2023 Shared Task on Summarizing Patients' Active Diagnoses and Problems from Electronic Health Record Progress Notes. Proceedings of the Conference. Association For Computational Linguistics. Meeting. 2023: 461-467. PMID 37583489 DOI: 10.18653/v1/2023.bionlp-1.43  0.427
2023 Sharma B, Gao Y, Miller T, Churpek MM, Afshar M, Dligach D. Multi-Task Training with In-Domain Language Models for Diagnostic Reasoning. Proceedings of the Conference. Association For Computational Linguistics. Meeting. 2023: 78-85. PMID 37492270  0.494
2023 Gao Y, Dligach D, Miller T, Churpek MM, Uzuner O, Afshar M. Progress Note Understanding - Assessment and Plan Reasoning: Overview of the 2022 N2C2 Track 3 shared task. Journal of Biomedical Informatics. 142: 104346. PMID 37061012 DOI: 10.1016/j.jbi.2023.104346  0.45
2023 Gao Y, Dligach D, Miller T, Caskey J, Sharma B, Churpek MM, Afshar M. DR.BENCH: Diagnostic Reasoning Benchmark for Clinical Natural Language Processing. Journal of Biomedical Informatics. 138: 104286. PMID 36706848 DOI: 10.1016/j.jbi.2023.104286  0.497
2022 Gao Y, Miller T, Xu D, Dligach D, Churpek MM, Afshar M. Summarizing Patients' Problems from Hospital Progress Notes Using Pre-trained Sequence-to-Sequence Models. Proceedings of Coling. International Conference On Computational Linguistics. 2022: 2979-2991. PMID 36268128  0.478
2022 Gao Y, Dligach D, Miller T, Tesch S, Laffin R, Churpek MM, Afshar M. Hierarchical Annotation for Building A Suite of Clinical Natural Language Processing Tasks: Progress Note Understanding. Lrec ... International Conference On Language Resources & Evaluation : [Proceedings]. International Conference On Language Resources & Evaluation. 2022: 5484-5493. PMID 35939277  0.529
2022 Gao Y, Dligach D, Christensen L, Tesch S, Laffin R, Xu D, Miller T, Uzuner O, Churpek MM, Afshar M. A scoping review of publicly available language tasks in clinical natural language processing. Journal of the American Medical Informatics Association : Jamia. PMID 35923088 DOI: 10.1093/jamia/ocac127  0.478
2021 Zhang J, Can A, Lai PMR, Mukundan S, Castro VM, Dligach D, Finan S, Gainer VS, Shadick NA, Savova G, Murphy SN, Cai T, Weiss ST, Du R. Geometric Features Associated with Middle Cerebral Artery Bifurcation Aneurysm Formation: A Matched Case-Control Study. Journal of Stroke and Cerebrovascular Diseases : the Official Journal of National Stroke Association. 31: 106268. PMID 34974241 DOI: 10.1016/j.jstrokecerebrovasdis.2021.106268  0.584
2021 Zhang J, Lai PMR, Can A, Mukundan S, Castro VM, Dligach D, Finan S, Gainer VS, Shadick NA, Savova G, Murphy SN, Cai T, Weiss ST, Du R. Tobacco use and age are associated with different morphologic features of anterior communicating artery aneurysms. Scientific Reports. 11: 4791. PMID 33637879 DOI: 10.1038/s41598-021-84315-5  0.61
2021 Zhang J, Can A, Lai PMR, Mukundan S, Castro VM, Dligach D, Finan S, Gainer VS, Shadick NA, Savova G, Murphy SN, Cai T, Weiss ST, Du R. Morphological variables associated with ruptured basilar tip aneurysms. Scientific Reports. 11: 2526. PMID 33510194 DOI: 10.1038/s41598-021-81364-8  0.597
2021 Zhang J, Can A, Lai PMR, Mukundan S, Castro VM, Dligach D, Finan S, Gainer V, Shadick N, Savova G, Murphy SN, Cai T, Weiss ST, Du R. Geometric variations associated with posterior communicating artery aneurysms. Journal of Neurointerventional Surgery. PMID 33479035 DOI: 10.1136/neurintsurg-2020-017062  0.577
2020 Zhang J, Can A, Rosalind Lai PM, Mukundan S, Castro VM, Dligach D, Finan S, Gainer VS, Shadick NA, Savova G, Murphy SN, Cai T, Weiss ST, Du R. Vascular geometry associated with anterior communicating artery aneurysm formation. World Neurosurgery. PMID 33307259 DOI: 10.1016/j.wneu.2020.11.160  0.585
2020 Dligach D, Afshar M, Miller T. Pre-training phenotyping classifiers. Journal of Biomedical Informatics. 103626. PMID 33259943 DOI: 10.1016/j.jbi.2020.103626  0.43
2020 Zhang J, Can A, Lai PMR, Mukundan S, Castro VM, Dligach D, Finan S, Gainer VS, Shadick NA, Savova G, Murphy SN, Cai T, Weiss ST, Du R. Surrounding vascular geometry associated with basilar tip aneurysm formation. Scientific Reports. 10: 17928. PMID 33087795 DOI: 10.1038/s41598-020-74266-8  0.597
2020 Zhang J, Can A, Lai PMR, Mukundan S, Castro VM, Dligach D, Finan S, Yu S, Gainer VS, Shadick NA, Savova G, Murphy SN, Cai T, Weiss ST, Du R. Age and morphology of posterior communicating artery aneurysms. Scientific Reports. 10: 11545. PMID 32665589 DOI: 10.1038/S41598-020-68276-9  0.603
2020 Lin C, Bethard S, Dligach D, Sadeque F, Savova G, Miller TA. Does BERT need domain adaptation for clinical negation detection? Journal of the American Medical Informatics Association : Jamia. PMID 32044989 DOI: 10.1093/Jamia/Ocaa001  0.758
2019 Miller T, Geva A, Dligach D. Extracting Adverse Drug Event Information with Minimal Engineering. Proceedings of the Conference. Association For Computational Linguistics. North American Chapter. Meeting. 2019: 22-27. PMID 34027520 DOI: 10.18653/v1/w19-1903  0.426
2019 Liu D, Dligach D, Miller T. Two-stage Federated Phenotyping and Patient Representation Learning. Proceedings of the Conference. Association For Computational Linguistics. Meeting. 2019: 283-291. PMID 33907350 DOI: 10.18653/v1/W19-5030  0.511
2019 Dligach D, Afshar M, Miller T. Toward a clinical text encoder: pretraining for clinical natural language processing with applications to substance misuse. Journal of the American Medical Informatics Association : Jamia. PMID 31233140 DOI: 10.1093/jamia/ocz072  0.501
2019 Can A, Lai PMR, Castro VM, Yu S, Dligach D, Finan S, Gainer V, Shadick NA, Savova G, Murphy S, Cai T, Weiss ST, Du R. Decreased Total Iron Binding Capacity May Correlate with Ruptured Intracranial Aneurysms. Scientific Reports. 9: 6054. PMID 30988354 DOI: 10.1038/S41598-019-42622-Y  0.561
2018 Can A, Castro VM, Dligach D, Finan S, Yu S, Gainer V, Shadick NA, Savova G, Murphy S, Cai T, Weiss ST, Du R. Elevated International Normalized Ratio Is Associated With Ruptured Aneurysms. Stroke. 49: 2046-2052. PMID 30354989 DOI: 10.1161/Strokeaha.118.022412  0.588
2018 Can A, Rudy RF, Castro VM, Yu S, Dligach D, Finan S, Gainer V, Shadick NA, Savova G, Murphy S, Cai T, Weiss ST, Du R. Association between aspirin dose and subarachnoid hemorrhage from saccular aneurysms: A case-control study. Neurology. PMID 30135253 DOI: 10.1212/Wnl.0000000000006200  0.563
2018 Zhang J, Can A, Mukundan S, Steigner M, Castro VM, Dligach D, Finan S, Yu S, Gainer V, Shadick NA, Savova G, Murphy S, Cai T, Wang Z, Weiss ST, et al. Morphological Variables Associated With Ruptured Middle Cerebral Artery Aneurysms. Neurosurgery. PMID 29850834 DOI: 10.1093/Neuros/Nyy213  0.588
2018 Can A, Rudy RF, Castro VM, Dligach D, Finan S, Yu S, Gainer V, Shadick NA, Savova G, Murphy S, Cai T, Weiss ST, Du R. Low Serum Calcium and Magnesium Levels and Rupture of Intracranial Aneurysms. Stroke. PMID 29844027 DOI: 10.1161/Strokeaha.118.020963  0.544
2018 Can A, Castro VM, Dligach D, Finan S, Yu S, Gainer V, Shadick NA, Savova G, Murphy S, Cai T, Weiss ST, Du R. Lipid-Lowering Agents and High HDL (High-Density Lipoprotein) Are Inversely Associated With Intracranial Aneurysm Rupture. Stroke. PMID 29622625 DOI: 10.1161/Strokeaha.117.019972  0.563
2018 Can A, Castro VM, Yu S, Dligach D, Finan S, Gainer VS, Shadick NA, Savova G, Murphy S, Cai T, Weiss ST, Du R. Antihyperglycemic Agents Are Inversely Associated With Intracranial Aneurysm Rupture. Stroke. 49: 34-39. PMID 29203688 DOI: 10.1161/Strokeaha.117.019249  0.58
2017 Can A, Castro VM, Ozdemir YH, Dagen S, Dligach D, Finan S, Yu S, Gainer V, Shadick NA, Savova G, Murphy S, Cai T, Weiss ST, Du R. Heroin Use Is Associated with Ruptured Saccular Aneurysms. Translational Stroke Research. PMID 29103103 DOI: 10.1007/S12975-017-0582-Y  0.584
2017 Can A, Castro VM, Ozdemir YH, Dagen S, Yu S, Dligach D, Finan S, Gainer V, Shadick NA, Murphy S, Cai T, Savova G, Dammers R, Weiss ST, Du R. Association of intracranial aneurysm rupture with smoking duration, intensity, and cessation. Neurology. PMID 28855408 DOI: 10.1212/Wnl.0000000000004419  0.528
2017 Can A, Castro VM, Ozdemir YH, Dagen S, Dligach D, Finan S, Yu S, Gainer V, Shadick NA, Savova G, Murphy S, Cai T, Weiss ST, Du R. Alcohol Consumption and Aneurysmal Subarachnoid Hemorrhage. Translational Stroke Research. PMID 28752411 DOI: 10.1007/S12975-017-0557-Z  0.549
2017 Miller T, Dligach D, Bethard S, Lin C, Savova G. Towards Generalizable Entity-Centric Clinical Coreference Resolution. Journal of Biomedical Informatics. PMID 28438706 DOI: 10.1016/J.Jbi.2017.04.015  0.757
2016 Castro VM, Dligach D, Finan S, Yu S, Can A, Abd-El-Barr M, Gainer V, Shadick NA, Murphy S, Cai T, Savova G, Weiss ST, Du R. Large-scale identification of patients with cerebral aneurysms using natural language processing. Neurology. PMID 27927935 DOI: 10.1212/Wnl.0000000000003490  0.596
2015 Dligach D, Miller T, Savova GK. Semi-supervised Learning for Phenotyping Tasks. Amia ... Annual Symposium Proceedings / Amia Symposium. Amia Symposium. 2015: 502-11. PMID 26958183  0.613
2015 Lin C, Dligach D, Miller TA, Bethard S, Savova GK. Multilayered temporal modeling for the clinical domain. Journal of the American Medical Informatics Association : Jamia. PMID 26521301 DOI: 10.1093/Jamia/Ocv113  0.752
2015 Lin C, Karlson EW, Dligach D, Ramirez MP, Miller TA, Mo H, Braggs NS, Cagan A, Gainer V, Denny JC, Savova GK. Automatic identification of methotrexate-induced liver toxicity in patients with rheumatoid arthritis from the electronic medical record. Journal of the American Medical Informatics Association : Jamia. 22: e151-61. PMID 25344930 DOI: 10.1136/Amiajnl-2014-002642  0.655
2014 Dligach D, Bethard S, Becker L, Miller T, Savova GK. Discovering body site and severity modifiers in clinical texts. Journal of the American Medical Informatics Association : Jamia. 21: 448-54. PMID 24091648 DOI: 10.1136/Amiajnl-2013-001766  0.721
2013 Pathak J, Bailey KR, Beebe CE, Bethard S, Carrell DC, Chen PJ, Dligach D, Endle CM, Hart LA, Haug PJ, Huff SM, Kaggal VC, Li D, Liu H, Marchant K, et al. Normalization and standardization of electronic health records for high-throughput phenotyping: the SHARPn consortium. Journal of the American Medical Informatics Association : Jamia. 20: e341-8. PMID 24190931 DOI: 10.1136/Amiajnl-2013-001939  0.747
2013 Lin C, Karlson EW, Canhao H, Miller TA, Dligach D, Chen PJ, Perez RN, Shen Y, Weinblatt ME, Shadick NA, Plenge RM, Savova GK. Automatic prediction of rheumatoid arthritis disease activity from the electronic medical records. Plos One. 8: e69932. PMID 23976944 DOI: 10.1371/journal.pone.0069932  0.681
2013 Albright D, Lanfranchi A, Fredriksen A, Styler WF, Warner C, Hwang JD, Choi JD, Dligach D, Nielsen RD, Martin J, Ward W, Palmer M, Savova GK. Towards comprehensive syntactic and semantic annotations of the clinical narrative. Journal of the American Medical Informatics Association : Jamia. 20: 922-30. PMID 23355458 DOI: 10.1136/Amiajnl-2012-001317  0.752
2013 Wu ST, Kaggal VC, Dligach D, Masanz JJ, Chen P, Becker L, Chapman WW, Savova GK, Liu H, Chute CG. A common type system for clinical natural language processing. Journal of Biomedical Semantics. 4: 1. PMID 23286462 DOI: 10.1186/2041-1480-4-1  0.727
Show low-probability matches.