List of works - Hong Yu

A Natural Language Processing System That Links Medical Terms in Electronic Health Record Notes to Lay Definitions: System Development Using Physician Reviews.

scientific article published on 22 January 2018

Assessing the Readability of Medical Documents: A Ranking Approach.

scientific article published on 23 March 2018

Automatic Detection of Hypoglycemic Events From the Electronic Health Record Notes of Diabetes Patients: Empirical Study

scientific article published on 08 November 2019

Clinical Relation Extraction Toward Drug Safety Surveillance Using Electronic Health Record Narratives: Classical Learning Versus Deep Learning.

scientific article

ComprehENotes, an Instrument to Assess Patient Reading Comprehension of Electronic Health Record Notes: Development and Validation.

scientific article

Detecting Hypoglycemia Incidents Reported in Patients' Secure Messages: Using Cost-Sensitive Learning and Oversampling to Reduce Data Imbalance

scientific article published on 11 March 2019

Detection of Bleeding Events in Electronic Health Record Notes Using Convolutional Neural Network Models Enhanced With Recurrent Neural Network Autoencoders: Deep Learning Approach

article

Extraction of Information Related to Adverse Drug Events from Electronic Health Record Notes: Design of an End-to-End Model Based on Deep Learning

article

Finding Important Terms for Patients in Their Electronic Health Records: A Learning-to-Rank Approach Using Expert Annotations

scientific article

Fine-Tuning Bidirectional Encoder Representations From Transformers (BERT)-Based Models on Large-Scale Electronic Health Record Notes: An Empirical Study

scientific article published on 12 September 2019

Generating Medical Assessments Using a Neural Network Model: Algorithm Development and Validation

scientific article published on 15 January 2020

Improving Electronic Health Record Note Comprehension With NoteAid: Randomized Trial of Electronic Health Record Note Comprehension Interventions With Crowdsourced Workers

article

Intent-based Web Page Summarization with Structure-Aware Chunking and Generative Language Models

scientific article published on 28 April 2023

Learning Latent Space Representations to Predict Patient Outcomes: Model Development and Validation

scientific article published on 23 March 2020

Mental-LLM

scientific article published on 06 March 2024

QuikLitE, a Framework for Quick Literacy Evaluation in Medicine: Development and Validation

article

Ranking Medical Terms to Support Expansion of Lay Language Resources for Patient Comprehension of Electronic Health Record Notes: Adapted Distant Supervision Approach.

scientific article published on 31 October 2017

Readability Formulas and User Perceptions of Electronic Health Records Difficulty: A Corpus Study.

scientific article published on 02 March 2017

Relation Classification for Bleeding Events From Electronic Health Records Using Deep Learning Systems: An Empirical Study

scientific article published on 02 July 2021

Web Information Extraction for Social Good: Food Pantry Answering As an Example

scientific article published on 26 April 2023

List of works by Hong Yu

A Natural Language Processing System That Links Medical Terms in Electronic Health Record Notes to Lay Definitions: System Development Using Physician Reviews.

Assessing the Readability of Medical Documents: A Ranking Approach.

Automatic Detection of Hypoglycemic Events From the Electronic Health Record Notes of Diabetes Patients: Empirical Study

Clinical Relation Extraction Toward Drug Safety Surveillance Using Electronic Health Record Narratives: Classical Learning Versus Deep Learning.

ComprehENotes, an Instrument to Assess Patient Reading Comprehension of Electronic Health Record Notes: Development and Validation.

Detecting Hypoglycemia Incidents Reported in Patients' Secure Messages: Using Cost-Sensitive Learning and Oversampling to Reduce Data Imbalance

Detection of Bleeding Events in Electronic Health Record Notes Using Convolutional Neural Network Models Enhanced With Recurrent Neural Network Autoencoders: Deep Learning Approach

Extraction of Information Related to Adverse Drug Events from Electronic Health Record Notes: Design of an End-to-End Model Based on Deep Learning

Finding Important Terms for Patients in Their Electronic Health Records: A Learning-to-Rank Approach Using Expert Annotations

Fine-Tuning Bidirectional Encoder Representations From Transformers (BERT)-Based Models on Large-Scale Electronic Health Record Notes: An Empirical Study

Generating Medical Assessments Using a Neural Network Model: Algorithm Development and Validation

Improving Electronic Health Record Note Comprehension With NoteAid: Randomized Trial of Electronic Health Record Note Comprehension Interventions With Crowdsourced Workers

Intent-based Web Page Summarization with Structure-Aware Chunking and Generative Language Models

Learning Latent Space Representations to Predict Patient Outcomes: Model Development and Validation

Mental-LLM

QuikLitE, a Framework for Quick Literacy Evaluation in Medicine: Development and Validation

Ranking Medical Terms to Support Expansion of Lay Language Resources for Patient Comprehension of Electronic Health Record Notes: Adapted Distant Supervision Approach.

Readability Formulas and User Perceptions of Electronic Health Records Difficulty: A Corpus Study.

Relation Classification for Bleeding Events From Electronic Health Records Using Deep Learning Systems: An Empirical Study

Web Information Extraction for Social Good: Food Pantry Answering As an Example