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06/12/2023
Prompt-based Extraction of Social Determinants of Health Using Few-shot Learning
Social determinants of health (SDOH) documented in the electronic health...
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04/26/2023
MasonNLP+ at SemEval-2023 Task 8: Extracting Medical Questions, Experiences and Claims from Social Media using Knowledge-Augmented Pre-trained Language Models
In online forums like Reddit, users share their experiences with medical...
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01/13/2023
The 2022 n2c2/UW Shared Task on Extracting Social Determinants of Health
Objective: The n2c2/UW SDOH Challenge explores the extraction of social ...
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12/14/2022
Leveraging Natural Language Processing to Augment Structured Social Determinants of Health Data in the Electronic Health Record
Objective: Social Determinants of Health (SDOH) influence personal healt...
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09/20/2022
Generalizing through Forgetting – Domain Generalization for Symptom Event Extraction in Clinical Notes
Symptom information is primarily documented in free-text clinical notes ...
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08/17/2022
Extracting Medication Changes in Clinical Narratives using Pre-trained Language Models
An accurate and detailed account of patient medications, including medic...
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12/27/2021
Event-based clinical findings extraction from radiology reports with pre-trained language model
Radiology reports contain a diverse and rich set of clinical abnormaliti...
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08/20/2021
Extracting Radiological Findings With Normalized Anatomical Information Using a Span-Based BERT Relation Extraction Model
Medical imaging is critical to the diagnosis and treatment of numerous m...
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03/10/2021
Identifying ARDS using the Hierarchical Attention Network with Sentence Objectives Framework
Acute respiratory distress syndrome (ARDS) is a life-threatening conditi...
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12/02/2020
Extracting COVID-19 Diagnoses and Symptoms From Clinical Text: A New Annotated Corpus and Neural Event Extraction Framework
Coronavirus disease 2019 (COVID-19) is a global pandemic. Although much ...
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04/11/2020
