Hongfang Liu

Artificial intelligence approaches using natural language processing to advance EHR-based clinical research

2019 · 279 Zit. · Journal of Allergy and Clinical Immunology

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

2019 · 141 Zit. · npj Digital Medicine

Recommendations for the safe, effective use of adaptive CDS in the US healthcare system: an AMIA position paper

2020 · 67 Zit. · Journal of the American Medical Informatics Association

BiomedGPT: A Generalist Vision-Language Foundation Model for Diverse Biomedical Tasks

2023 · 51 Zit. · arXiv (Cornell University)

Large language models for biomedicine: foundations, opportunities, challenges, and best practices

2024 · 48 Zit. · Journal of the American Medical Informatics Association

Ease of adoption of clinical natural language processing software: An evaluation of five systems

2015 · 43 Zit. · Journal of Biomedical Informatics

Recommended practices and ethical considerations for natural language processing‐assisted observational research: A scoping review

2022 · 21 Zit. · Clinical and Translational Science

Data-Driven and Technology-Enabled Trial Innovations Toward Decentralization of Clinical Trials: Opportunities and Considerations

2023 · 20 Zit. · Mayo Clinic Proceedings

Selected articles from the BioCreative/OHNLP challenge 2018

2019 · 14 Zit. · BMC Medical Informatics and Decision Making

The IHI Rochester Report 2022 on Healthcare Informatics Research: Resuming After the CoViD-19

2023 · 10 Zit. · Journal of Healthcare Informatics Research

Artificial Intelligence and Data Science for Healthcare: Bridging Data-Centric AI and People-Centric Healthcare

2024 · 7 Zit.

DeepTKAClassifier: Brand Classification of Total Knee Arthroplasty Implants Using Explainable Deep Convolutional Neural Networks

2020 · 3 Zit. · Lecture notes in computer science

Predicting cancer survival at different stages: Insights from fair and explainable machine learning approaches

2025 · 2 Zit. · International Journal of Medical Informatics

Resuming HealthCare Informatics Research after CoViD-19: the HealthCare System Perspective

2023 · 1 Zit.

A framework for living evidence synthesis in cancer: Living, interactive network meta-analysis for first-line treatment of metastatic renal cell carcinoma (mRCC).

2021 · 1 Zit. · Journal of Clinical Oncology