Joseph Finkelstein

Implementing Machine Learning in the Electronic Health Record: Checklist of Essential Considerations

2023 · 39 Zit. · Mayo Clinic Proceedings

Identifying Facilitators and Barriers to Implementation of AI-Assisted Clinical Decision Support in an Electronic Health Record System

2024 · 38 Zit. · Journal of Medical Systems

Exploring Artificial Intelligence Biases in Predictive Models for Cancer Diagnosis

2025 · 20 Zit. · Cancers

Accuracy Evaluation of GPT-Assisted Differential Diagnosis in Emergency Department

2024 · 13 Zit. · Diagnostics

Methodological and reporting quality of machine learning studies on cancer diagnosis, treatment, and prognosis

2025 · 9 Zit. · Frontiers in Oncology

LLM-Based Chatbot to Reduce Mental Illness Stigma in Healthcare Providers

2025 · 6 Zit.

GPT-Assisted Enhancement of Differential Diagnostics in Emergency Medicine

2024 · 2 Zit.

Qualitative Assessment of Implementation of a Discharge Prediction Tool Using RE-AIM Framework

2023 · 2 Zit. · Studies in health technology and informatics

Towards an Open-Source Platform to Harmonize and Share Research Results from COVID-19 Interventional and Observational Studies.

2023 · 1 Zit. · PubMed

Addressing Semantic Variability in Clinical Outcome Reporting Using Large Language Models

2024 · 1 Zit. · BioMedInformatics

Leveraging Large Language Models for the Extraction of General and Domain-Specific Signs and Symptoms

2025 · 1 Zit. · Studies in health technology and informatics

Perception of AI Symptom Models in Oncology Nursing: Mixed Methods Evaluation Study

2026 · 0 Zit. · JMIR Nursing