Kirk Roberts

Deep representation learning of patient data from Electronic Health Records (EHR): A systematic review

2020 · 234 Zit. · Journal of Biomedical Informatics

Benefits of, Barriers to, and Needs for an Artificial Intelligence–Powered Medication Information Voice Chatbot for Older Adults: Interview Study With Geriatrics Experts

2021 · 64 Zit. · JMIR Aging

TREC-COVID: Constructing a Pandemic Information Retrieval Test\n Collection

2020 · 45 Zit. · arXiv (Cornell University)

Overview of the TREC 2017 Precision Medicine Track.

2017 · 26 Zit. · PubMed

Addressing ethical issues in healthcare artificial intelligence using a lifecycle-informed process

2024 · 17 Zit. · JAMIA Open

Large language models for reducing clinicians’ documentation burden

2024 · 14 Zit. · Nature Medicine

Evaluating large language model performance to support the diagnosis and management of patients with primary immune disorders

2025 · 12 Zit. · Journal of Allergy and Clinical Immunology

Weakly supervised spatial relation extraction from radiology reports

2023 · 9 Zit. · JAMIA Open

Evaluation of AI Chatbots for Patient-Specific EHR Questions

2023 · 8 Zit. · arXiv (Cornell University)

Leveraging large language models for knowledge-free weak supervision in clinical natural language processing

2025 · 7 Zit. · Scientific Reports

Leveraging Large Language Models for Knowledge-free Weak Supervision in Clinical Natural Language Processing

2024 · 1 Zit. · arXiv (Cornell University)

An Evaluation of Publicly Available Deep Learning Based Commercial Information Retrieval Systems to search Biomedical Articles related to COVID-19

2020 · 1 Zit. · Europe PMC (PubMed Central)

Context Matching is not Reasoning: Assessing Generalized Evaluation of Generative Language Models in Clinical Settings

2025 · 0 Zit. · Research Square