Tim Miller
Harvard University
H-index: 29
North America-United States
Top articles of Tim Miller
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Improving model transferability for clinical note section classification models using continued pretraining | Journal of the American Medical Informatics Association | Weipeng Zhou Meliha Yetisgen Majid Afshar Yanjun Gao Guergana Savova | 2024/1/1 |
IMPLANTABLE MEDICAL DEVICES USED IN THE CARE OF CHILDREN WITH CONGENITAL HEART DISEASE | Journal of the American College of Cardiology | Susmitha Wunnava Timothy Miller Florence Bourgeois Meena Nathan | 2024/4/2 |
Improving Clinical NLP Performance through Language Model-Generated Synthetic Clinical Data | arXiv preprint arXiv:2403.19511 | Shan Chen Jack Gallifant Marco Guevara Yanjun Gao Majid Afshar | 2024/3/28 |
LCD Benchmark: Long Clinical Document Benchmark on Mortality Prediction | medRxiv | WonJin Yoon Shan Chen Yanjun Gao Dmitriy Dligach Danielle S Bitterman | 2024 |
The effect of using a large language model to respond to patient messages | The Lancet Digital Health | Shan Chen Marco Guevara Shalini Moningi Frank Hoebers Hesham Elhalawani | 2024/4/24 |
Generalizable Clinical Note Section Identification with Large Language Models | medRxiv | Weipeng Zhou Timothy Miller | 2024 |
Automated stratification of trauma injury severity across multiple body regions using multi-modal, multi-class machine learning models | Journal of the American Medical Informatics Association | Jifan Gao Guanhua Chen Ann P O’Rourke John Caskey Kyle A Carey | 2024/4/8 |
Cumulus: A federated EHR-based learning system powered by FHIR and AI | medRxiv | Andrew J McMurry Daniel I Gottlieb Timothy A Miller James R Jones Ashish Atreja | 2024 |
Moving Biosurveillance Beyond Coded Data Using AI for Symptom Detection From Physician Notes: Retrospective Cohort Study | Journal of Medical Internet Research | Andrew J McMurry Amy R Zipursky Alon Geva Karen L Olson James R Jones | 2024/4/4 |
Standardizing Multi-site Clinical Note Titles to LOINC Document Ontology: A Transformer-based Approach | AMIA Annual Symposium Proceedings | Xu Zuo Yujia Zhou Jon Duke George Hripcsak Nigam Shah | 2023 |
Bionlp workshop 2023 shared task 1a: Problem list summarization." | Proceedings of the 22nd Workshop on Biomedical Language Processing | Yanjun Gao Timothy Miller Majid Afshar Dmitriy Dligach | 2023 |
Natural language processing methods to empirically explore social contexts and needs in cancer patient notes | JCO Clinical Cancer Informatics | Abigail Derton Marco Guevara Shan Chen Shalini Moningi David E Kozono | 2023/5 |
Two-Stage Fine-Tuning for Improved Bias and Variance for Large Pretrained Language Models | Lijing Wang Yingya Li Timothy Miller Steven Bethard Guergana Savova | 2023/7 | |
An end-to-end natural language processing system for automatically extracting radiation therapy events from clinical texts | International Journal of Radiation Oncology* Biology* Physics | Danielle S Bitterman Eli Goldner Sean Finan David Harris Eric B Durbin | 2023/9/1 |
Large Language Models and Medical Knowledge Grounding for Diagnosis Prediction | medRxiv | Yanjun Gao Ruizhe Li Emma Croxford Samuel Tesch Daniel To | 2023 |
Progress Note Understanding—Assessment and Plan Reasoning: Overview of the 2022 N2C2 Track 3 shared task | Yanjun Gao Dmitriy Dligach Timothy Miller Matthew M Churpek Ozlem Uzuner | 2023/4/13 | |
Overview of the problem list summarization (probsum) 2023 shared task on summarizing patients’ active diagnoses and problems from electronic health record progress notes | Proceedings of the conference. Association for Computational Linguistics. Meeting | Yanjun Gao Dmitriy Dligach Timothy Miller Matthew M Churpek Majid Afshar | 2023/7 |
Leveraging a medical knowledge graph into large language models for diagnosis prediction | arXiv preprint arXiv:2308.14321 | Yanjun Gao Ruizhe Li John Caskey Dmitriy Dligach Timothy Miller | 2023/8/28 |
The impact of using an AI chatbot to respond to patient messages | arXiv preprint arXiv:2310.17703 | Shan Chen Marco Guevara Shalini Moningi Frank Hoebers Hesham Elhalawani | 2023/10/26 |
Improving FDA postmarket adverse event reporting for medical devices | BMJ Evidence-Based Medicine | Susmitha Wunnava Timothy A Miller Florence T Bourgeois | 2023/4/1 |
Co-Authors
