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03/18/2023
A general-purpose AI assistant embedded in an open-source radiology information system
Radiology AI models have made significant progress in near-human perform...
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04/16/2022
Few-Shot Transfer Learning to improve Chest X-Ray pathology detection using limited triplets
Deep learning approaches applied to medical imaging have reached near-hu...
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04/06/2022
OSCARS: An Outlier-Sensitive Content-Based Radiography Retrieval System
Improving the retrieval relevance on noisy datasets is an emerging need ...
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12/27/2021
MedShift: identifying shift data for medical dataset curation
To curate a high-quality dataset, identifying data variance between the ...
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10/29/2021
CVAD: A generic medical anomaly detector based on Cascade VAE
Detecting out-of-distribution (OOD) samples in medical imaging plays an ...
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07/31/2021
Margin-Aware Intra-Class Novelty Identification for Medical Images
Traditional anomaly detection methods focus on detecting inter-class var...
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07/21/2021
Reading Race: AI Recognises Patient's Racial Identity In Medical Images
Background: In medical imaging, prior studies have demonstrated disparat...
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02/23/2021
Usability and Security of Different Authentication Methods for an Electronic Health Records System
We conducted a survey of 67 graduate students enrolled in the Privacy an...
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12/23/2020
Enabling Secure and Effective Biomedical Data Sharing through Cyberinfrastructure Gateways
Dynaswap project reports on developing a coherently integrated and trust...
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06/23/2020
Was there COVID-19 back in 2012? Challenge for AI in Diagnosis with Similar Indications
Purpose: Since the recent COVID-19 outbreak, there has been an avalanche...
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04/16/2020
Developing and Deploying Machine Learning Pipelines against Real-Time Image Streams from the PACS
Executing machine learning (ML) pipelines on radiology images is hard du...
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03/17/2020
Multi-label natural language processing to identify diagnosis and procedure codes from MIMIC-III inpatient notes
In the United States, 25 spending accounts for administrative costs that...
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12/28/2019
Natural language processing of MIMIC-III clinical notes for identifying diagnosis and procedures with neural networks
Coding diagnosis and procedures in medical records is a crucial process ...
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10/24/2019
Development and Implementation of a Dashboard for Diabetes Care Management in OpenMRS
A clinical dashboard for a patient's diabetes condition helps physicians...
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03/27/2018