List of works - Gang Luo

A Roadmap for Automating Lineage Tracing to Aid Automatically Explaining Machine Learning Predictions for Clinical Decision Support

scientific article published on 27 May 2021

A Roadmap for Optimizing Asthma Care Management via Computational Approaches.

scientific article published on 26 September 2017

A Roadmap for Using Causal Inference and Machine Learning to Personalize Asthma Medication Selection

scientific article published in 2024

A roadmap for semi-automatically extracting predictive and clinically meaningful temporal features from medical data for predictive modeling

scientific article published on 27 March 2019

Appropriateness of Hospital Admission for Emergency Department Patients with Bronchiolitis

Appropriateness of Hospital Admission for Emergency Department Patients with Bronchiolitis: Secondary Analysis

scientific article published on 05 November 2018

Automatically Explaining Machine Learning Prediction Results on Asthma Hospital Visits in Patients With Asthma: Secondary Analysis

scientific article published on 31 December 2020

Automating Construction of Machine Learning Models With Clinical Big Data: Proposal Rationale and Methods

scientific article published on 29 August 2017

Developing a Model to Predict Hospital Encounters for Asthma in Asthmatic Patients: Secondary Analysis

scientific article published on 21 January 2020

Developing a Predictive Model for Asthma-Related Hospital Encounters in Patients With Asthma in a Large, Integrated Health Care System: Secondary Analysis

scientific article published on 09 November 2020

Identifying Patients Who Are Likely to Receive Most of Their Care From a Specific Health Care System: Demonstration via Secondary Analysis

article

Performance of a Computational Phenotyping Algorithm for Sarcoidosis Using Diagnostic Codes in Electronic Medical Records: Case Validation Study From 2 Veterans Affairs Medical Centers

scientific article published on 02 March 2022

Predicting Appropriate Admission of Bronchiolitis Patients in the Emergency Department: Rationale and Methods

scientific article

Predicting Appropriate Hospital Admission of Emergency Department Patients with Bronchiolitis: Secondary Analysis

scientific article published on 22 January 2019

Progress Indication for Deep Learning Model Training: A Feasibility Demonstration

scientific article published on 22 April 2020

Progressive sampling-based Bayesian optimization for efficient and automatic machine learning model selection

scientific article published on 27 September 2017

Using Computational Approaches to Improve Risk-Stratified Patient Management: Rationale and Methods