Sunghwan Sohn

A clinical text classification paradigm using weak supervision and deep representation

2019 · 415 Zit. · BMC Medical Informatics and Decision Making

Desiderata for delivering NLP to accelerate healthcare AI advancement and a Mayo Clinic NLP-as-a-service implementation

2019 · 142 Zit. · npj Digital Medicine

Artificial intelligence-assisted clinical decision support for childhood asthma management: A randomized clinical trial

2021 · 77 Zit. · PLoS ONE

Assessing socioeconomic bias in machine learning algorithms in health care: a case study of the HOUSES index

2022 · 75 Zit. · Journal of the American Medical Informatics Association

Use of Natural Language Processing Tools to Identify and Classify Periprosthetic Femur Fractures

2019 · 51 Zit. · The Journal of Arthroplasty

Natural language processing of radiology reports for identification of skeletal site-specific fractures

2019 · 43 Zit. · BMC Medical Informatics and Decision Making

Use of Natural Language Processing Algorithms to Identify Common Data Elements in Operative Notes for Knee Arthroplasty

2020 · 43 Zit. · The Journal of Arthroplasty

Expert artificial intelligence-based natural language processing characterises childhood asthma

2020 · 38 Zit. · BMJ Open Respiratory Research

Artificial Intelligence Assesses Clinicians’ Adherence to Asthma Guidelines Using Electronic Health Records

2021 · 29 Zit. · The Journal of Allergy and Clinical Immunology In Practice

External Validation of Natural Language Processing Algorithms to Extract Common Data Elements in THA Operative Notes

2022 · 23 Zit. · The Journal of Arthroplasty

Evaluation of the portability of computable phenotypes with natural language processing in the eMERGE network

2023 · 22 Zit. · Scientific Reports

A Technical Performance Study and Proposed Systematic and Comprehensive Evaluation of an ML-based CDS Solution for Pediatric Asthma.

2022 · 9 Zit. · PubMed

Application of Natural Language Processing in Total Joint Arthroplasty: Opportunities and Challenges

2023 · 9 Zit. · The Journal of Arthroplasty

Multicenter Validation of Natural Language Processing Algorithms for the Detection of Common Data Elements in Operative Notes for Total Hip Arthroplasty: Algorithm Development and Validation

2022 · 8 Zit. · JMIR Medical Informatics

AI model for predicting asthma prognosis in children

2025 · 6 Zit. · Journal of Allergy and Clinical Immunology Global