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08/15/2023
DS4DH at #SMM4H 2023: Zero-Shot Adverse Drug Events Normalization using Sentence Transformers and Reciprocal-Rank Fusion
This paper outlines the performance evaluation of a system for adverse d...
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02/08/2023
Efficient Joint Learning for Clinical Named Entity Recognition and Relation Extraction Using Fourier Networks: A Use Case in Adverse Drug Events
Current approaches for clinical information extraction are inefficient i...
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02/14/2022
DS4DH at TREC Health Misinformation 2021: Multi-Dimensional Ranking Models with Transfer Learning and Rank Fusion
This paper describes the work of the Data Science for Digital Health (DS...
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07/24/2020
Named entity recognition in chemical patents using ensemble of contextual language models
Chemical patent documents describe a broad range of applications holding...
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11/15/2017
Archetypes for Representing Data about the Brazilian Public Hospital Information System and Outpatient High Complexity Procedures System
The Brazilian Ministry of Health has selected the openEHR model as a sta...
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11/15/2017
Design of an Integrated Analytics Platform for Healthcare Assessment Centered on the Episode of Care
Assessing care quality and performance is essential to improve healthcar...
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09/10/2017