Timothy A. Miller

The TRIPOD-LLM reporting guideline for studies using large language models

2025 · 299 Zit. · Nature Medicine

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

2020 · 234 Zit. · Journal of Biomedical Informatics

Does BERT need domain adaptation for clinical negation detection?

2020 · 61 Zit. · Journal of the American Medical Informatics Association

A Review of Recent Work in Transfer Learning and Domain Adaptation for Natural Language Processing of Electronic Health Records

2021 · 53 Zit. · Yearbook of Medical Informatics

Leveraging Medical Knowledge Graphs Into Large Language Models for Diagnosis Prediction: Design and Application Study

2024 · 52 Zit. · JMIR AI

A scoping review of publicly available language tasks in clinical natural language processing

2022 · 27 Zit. · Journal of the American Medical Informatics Association

Cumulus: a federated electronic health record-based learning system powered by Fast Healthcare Interoperability Resources and artificial intelligence

2024 · 19 Zit. · Journal of the American Medical Informatics Association

Moving Biosurveillance Beyond Coded Data Using AI for Symptom Detection From Physician Notes: Retrospective Cohort Study

2024 · 11 Zit. · Journal of Medical Internet Research

LCD benchmark: long clinical document benchmark on mortality prediction for language models

2024 · 6 Zit. · Journal of the American Medical Informatics Association

Uncertainty estimation in diagnosis generation from large language models: next-word probability is not pre-test probability

2024 · 6 Zit. · JAMIA Open

Large Language Model Symptom Identification From Clinical Text: Multicenter Study

2025 · 4 Zit. · Journal of Medical Internet Research

Cumulus: A federated EHR-based learning system powered by FHIR and AI

2024 · 4 Zit. · medRxiv

The impact of responding to patient messages with large language model assistance

2023 · 3 Zit. · arXiv (Cornell University)

Toward digital twins in the intensive care unit: a medication management case study

2025 · 2 Zit. · Journal of the American Medical Informatics Association

The TRIPOD-LLM reporting guideline for studies using large language models: a Korean translation

2025 · 1 Zit. · The Ewha Medical Journal