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Dmitriy Dligach

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Improving Clinical NLP Performance through Language Model-Generated Synthetic Clinical Data

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Mar 28, 2024
Shan Chen, Jack Gallifant, Marco Guevara, Yanjun Gao, Majid Afshar, Timothy Miller, Dmitriy Dligach, Danielle S. Bitterman

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Leveraging A Medical Knowledge Graph into Large Language Models for Diagnosis Prediction

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Aug 28, 2023
Yanjun Gao, Ruizhe Li, John Caskey, Dmitriy Dligach, Timothy Miller, Matthew M. Churpek, Majid Afshar

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Multi-Task Training with In-Domain Language Models for Diagnostic Reasoning

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Jun 13, 2023
Brihat Sharma, Yanjun Gao, Timothy Miller, Matthew M. Churpek, Majid Afshar, Dmitriy Dligach

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Overview of the Problem List Summarization (ProbSum) 2023 Shared Task on Summarizing Patients' Active Diagnoses and Problems from Electronic Health Record Progress Notes

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Jun 08, 2023
Yanjun Gao, Dmitriy Dligach, Timothy Miller, Matthew M. Churpek, Majid Afshar

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Progress Note Understanding -- Assessment and Plan Reasoning: Overview of the 2022 N2C2 Track 3 Shared Task

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Mar 14, 2023
Yanjun Gao, Dmitriy Dligach, Timothy Miller, Matthew M Churpek, Ozlem Uzuner, Majid Afshar

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DR.BENCH: Diagnostic Reasoning Benchmark for Clinical Natural Language Processing

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Sep 29, 2022
Yanjun Gao, Dmitriy Dligach, Timothy Miller, John Caskey, Brihat Sharma, Matthew M Churpek, Majid Afshar

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Hierarchical Annotation for Building A Suite of Clinical Natural Language Processing Tasks: Progress Note Understanding

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Apr 06, 2022
Yanjun Gao, Dmitriy Dligach, Timothy Miller, Samuel Tesch, Ryan Laffin, Matthew M. Churpek, Majid Afshar

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A Scoping Review of Publicly Available Language Tasks in Clinical Natural Language Processing

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Dec 07, 2021
Yanjun Gao, Dmitriy Dligach, Leslie Christensen, Samuel Tesch, Ryan Laffin, Dongfang Xu, Timothy Miller, Ozlem Uzuner, Matthew M Churpek, Majid Afshar

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Classifying Long Clinical Documents with Pre-trained Transformers

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May 14, 2021
Xin Su, Timothy Miller, Xiyu Ding, Majid Afshar, Dmitriy Dligach

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Two-stage Federated Phenotyping and Patient Representation Learning

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Aug 14, 2019
Dianbo Liu, Dmitriy Dligach, Timothy Miller

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