Steven Horng

Orcid: 0000-0002-0958-1820

According to our database1, Steven Horng authored at least 31 papers between 2012 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2024
Machine learning to predict notes for chart review in the oncology setting: a proof of concept strategy for improving clinician note-writing.
J. Am. Medical Informatics Assoc., 2024

2023
Bidirectional Captioning for Clinically Accurate and Interpretable Models.
CoRR, 2023

Sample-Specific Debiasing for Better Image-Text Models.
Proceedings of the Machine Learning for Healthcare Conference, 2023

Conceptualizing Machine Learning for Dynamic Information Retrieval of Electronic Health Record Notes.
Proceedings of the Machine Learning for Healthcare Conference, 2023

Using Multiple Instance Learning to Build Multimodal Representations.
Proceedings of the Information Processing in Medical Imaging, 2023

Characterizing the Progression of Pulmonary Edema Severity: Can Pairwise Comparisons in Radiology Reports Help?
Proceedings of the Computing in Cardiology, 2023

2022
RadTex: Learning Efficient Radiograph Representations from Text Reports.
Proceedings of the Resource-Efficient Medical Image Analysis - First MICCAI Workshop, 2022

2021
A visual representation of microbiological culture data improves comprehension: a randomized controlled trial.
J. Am. Medical Informatics Assoc., 2021

MedKnowts: Unified Documentation and Information Retrieval for Electronic Health Records.
Proceedings of the UIST '21: The 34th Annual ACM Symposium on User Interface Software and Technology, 2021

Image Classification with Consistent Supporting Evidence.
Proceedings of the Machine Learning for Health, 2021

Multimodal Representation Learning via Maximization of Local Mutual Information.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

2020
Derivation and validation of a machine learning record linkage algorithm between emergency medical services and the emergency department.
J. Am. Medical Informatics Assoc., 2020

Secondary Use of Employee COVID-19 Symptom Reporting as Syndromic Surveillance as an Early Warning Signal of Future Hospitalizations.
CoRR, 2020

Deep Learning to Quantify Pulmonary Edema in Chest Radiographs.
CoRR, 2020

Robustly Extracting Medical Knowledge from EHRs: A Case Study of Learning a Health KnowledgeGraph.
Proceedings of the Pacific Symposium on Biocomputing 2020, 2020

Fast, Structured Clinical Documentation via Contextual Autocomplete.
Proceedings of the Machine Learning for Healthcare Conference, 2020

Joint Modeling of Chest Radiographs and Radiology Reports for Pulmonary Edema Assessment.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

2019
Mobile device ownership among emergency department patients.
Int. J. Medical Informatics, 2019

Improving documentation of presenting problems in the emergency department using a domain-specific ontology and machine learning-driven user interfaces.
Int. J. Medical Informatics, 2019

Robustly Extracting Medical Knowledge from EHRs: A Case Study of Learning a Health Knowledge Graph.
CoRR, 2019

Semi-supervised Learning for Quantification of Pulmonary Edema in Chest X-Ray Images.
CoRR, 2019

MIMIC-CXR: A large publicly available database of labeled chest radiographs.
CoRR, 2019

Consensus Development of a Modern Ontology of Emergency Department Presenting Problems - The Hierarchical Presenting Problem Ontology (HaPPy).
Appl. Clin. Inform., 2019

2017
Antimicrobial Susceptibility Data Visualization Tool.
Proceedings of the AMIA 2017, 2017

2016
Electronic medical record phenotyping using the anchor and learn framework.
J. Am. Medical Informatics Assoc., 2016

A rules based algorithm to generate problem lists using emergency department medication reconciliation.
Int. J. Medical Informatics, 2016

Clinical Tagging with Joint Probabilistic Models.
Proceedings of the 1st Machine Learning in Health Care, 2016

2015
Anchored Discrete Factor Analysis.
CoRR, 2015

2014
Generating Problem Lists Using Medication Reconciliation.
Proceedings of the AMIA 2014, 2014

Using Anchors to Estimate Clinical State without Labeled Data.
Proceedings of the AMIA 2014, 2014

2012
Prospective pilot study of a tablet computer in an Emergency Department.
Int. J. Medical Informatics, 2012


  Loading...