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Timothy A. Miller

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

20

Venues

5

Active years

2013–2026

Best venue rank

A*

Where they publish

Papers

20 indexed papers, newest first.

YearVenueTitleAuthors
2026ACLLogosKG: Hardware-Optimized Scalable and Interpretable Knowledge Graph Retrieval.He Cheng, Yifu Wu, Saksham Khatwani, Maya Kruse, Dmitriy Dligach, Timothy A. Miller, Majid Afshar, Yanjun Gao
2026LRECA Dataset of Psychiatric Hospital Notes with Temporal Information Annotations.Timothy A. Miller, Gaby Dinh, David Harris, Wonjin Yoon, Spencer Thomas, Boyu Ren, Mei-Hua Hall, Guergana Savova
2025AIMEDo They Really Know? Evaluating Large Language Models' Ability to Reference and Cite Oncology Guidelines.Pietro Belligoli, Danielle S. Bitterman, Timothy A. Miller
2025EMNLPUsing tournaments to calculate AUROC for zero-shot classification with LLMs.Wonjin Yoon, Ian Bulovic, Timothy A. Miller
2024EMNLPWhen Raw Data Prevails: Are Large Language Model Embeddings Effective in Numerical Data Representation for Medical Machine Learning Applications?Yanjun Gao, Skatje Myers, Shan Chen, Dmitriy Dligach, Timothy A. Miller, Danielle S. Bitterman, Matthew M. Churpek, Majid Afshar
2021AMIAThe SMART Cumulus Text-to-FHIR NLP Pipeline.Timothy A. Miller, Bin Mao, Dan Gottlieb, Kenneth D. Mandl
2020AMIAUnderstanding eConsult Triage Behavior with Natural Language Processing.Xiyu Ding, Michael L. Barnett, Ateev Mehrotra, Timothy A. Miller
2020AMIALearning Patient Representations from Electronic Health Records across Diverse Data Types.Timothy A. Miller, Dmitriy Dligach, Fei Wang, Yuqi Si, Funda Meric-Bernstam
2020AMIADeep Representation Learning of Patient Data from Electronic Health Records: A Systematic Review.Yuqi Si, Jingcheng Du, Zhao Li, Xiaoqian Jiang, Timothy A. Miller, Fei Wang, W. Jim Zheng, Kirk Roberts
2020AMIALearning Hierarchical Transformer-based Representations of Clinical Notes.Xin Su, Timothy A. Miller, Majid Afshar, Dmitriy Dligach
2019AMIATowards a Universal Document-Level Clinical Text Encoder: Methods for Neural Network Pre-training with Applications to Substance Misuse.Dmitriy Dligach, Majid Afshar, Timothy A. Miller
2017AIMERecurrent Neural Network Architectures for Event Extraction from Italian Medical Reports.Natalia Viani, Timothy A. Miller, Dmitriy Dligach, Steven Bethard, Carlo Napolitano, Silvia G. Priori, Riccardo Bellazzi, Lucia Sacchi, Guergana K. Savova
2017AMIADeepPhe - A Natural Language Processing System for Extracting Cancer Phenotypes from Clinical Records.Guergana Savova, Eugene Tseytlin, Sean Finan, Melissa Castine, Timothy A. Miller, Olga Medvedeva, David Harris, Harry Hochheiser, Chen Lin, Girish Chavan, Rebecca Jacobson
2016AMIAFeature Portability in Cross-domain Clinical Coreference.Timothy A. Miller, Dmitriy Dligach, Chen Lin, Steven Bethard, Guergana Savova
2015AMIASemi-supervised Learning for Phenotyping Tasks.Dmitriy Dligach, Timothy A. Miller, Guergana Savova
2015AMIARobust Sentence Segmentation for Clinical Text.Timothy A. Miller, Sean Finan, Dmitriy Dligach, Guergana Savova
2013AMIADiscovering Body Site and Severity Modifiers in Clinical Texts.Dmitriy Dligach, Timothy A. Miller, Guergana Savova
2013AMIAAutomatic Prediction of Rheumatoid Arthritis Disease Activity from the Electronic Medical Records.Chen Lin, Elizabeth W. Karlson, Helena Canho, Timothy A. Miller, Dmitriy Dligach, Pei J. Chen, Ral N. Prez, Yuanyuan Shen, Michael E. Weinblatt, Nancy A. Shadick, Robert M. Plenge, Guergana Savova
2013AMIADiscovering Time Expressions in Clinical Text.Timothy A. Miller, Dmitriy Dligach, Steven Bethard, Sameer Pradhan, Chen Lin, Guergana K. Savova
2013AMIANegation's Not Solved: Reconsidering Negation Annotation and Evaluation.Stephen T. Wu, Timothy A. Miller, James J. Masanz, Matthew Coarr, David Carrell, Scott R. Halgrim, David Harris, Cheryl Clark