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08/05/2022
RadTex: Learning Efficient Radiograph Representations from Text Reports
Automated analysis of chest radiography using deep learning has tremendo...
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12/05/2021
Explainable Deep Learning in Healthcare: A Methodological Survey from an Attribution View
The increasing availability of large collections of electronic health re...
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06/04/2021
How Good Is NLP? A Sober Look at NLP Tasks through the Lens of Social Impact
Recent years have seen many breakthroughs in natural language processing...
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08/22/2020
Joint Modeling of Chest Radiographs and Radiology Reports for Pulmonary Edema Assessment
We propose and demonstrate a novel machine learning algorithm that asses...
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07/19/2019
MIMIC-Extract: A Data Extraction, Preprocessing, and Representation Pipeline for MIMIC-III
Robust machine learning relies on access to data that can be used with s...
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06/19/2019
Reflex: Flexible Framework for Relation Extraction in Multiple Domains
Systematic comparison of methods for relation extraction (RE) is difficu...
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11/30/2018