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Timothy A. Miller

university of wisconsin madison

40H-index
208Paper Count
5.1KCitation Count
Published Papers 97
Publication Date
Toward digital twins in the intensive care unit: a medication management case study
err2025-10-01
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PREAI
errEslami, Behnaz; Afshar, Majid; Tootooni, Samie; Miller, Timothy A.; Churpek, Matthew M.; Gao, Yanjun; Dligach, Dmitriy
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FDA Approval of Cardiac Valve Devices Implanted in a National Cohort of Pediatric Patients, 2016-2022
err2025-05-01
err0
PREAI
errWunnava, Susmitha; Miller, Timothy A.; Nathan, Meena; Bourgeois, Florence T.
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Moving Biosurveillance Beyond Coded Data Using AI for Symptom Detection From Physician Notes: Retrospective Cohort Study
err2024-04-04
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errOAAI
errMcmurry, Andrew J.; Zipursky, Amy R.; Geva, Alon; Olson, Karen L.; Jones, James R.; Ignatov, Vladimir; Miller, Timothy A.; Mandl, Kenneth D.
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Natural Language Processing to Automatically Extract the Presence and Severity of Esophagitis in Notes of Patients Undergoing Radiotherapy
err2023-07-01
err14
errOAAI
errChen, Shan; Guevara, Marco; Ramirez, Nicolas; Murray, Arpi; Warner, Jeremy L.; Aerts, Hugo J. W. L.; Miller, Timothy A.; Savova, Guergana K.; Mak, Raymond H.; Bitterman, Danielle S.
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Progress Note Understanding-Assessment and Plan Reasoning: Overview of the 2022 N2C2 Track 3 shared task
err2023-06-01
err3
errOAAI
errGao, Yanjun; Dligach, Dmitriy; Miller, Timothy; Churpek, Matthew M.; Uzuner, Ozlem; Afshar, Majid
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Representing and utilizing clinical textual data for real world studies: An OHDSI approach
err2023-06-01
err7
errOAAI
errKeloth, Vipina K.; Banda, Juan M.; Gurley, Michael; Heider, Paul M.; Kennedy, Georgina; Liu, Hongfang; Liu, Feifan; Miller, Timothy; Natarajan, Karthik; Patterson, Olga, V; Peng, Yifan; Raja, Kalpana; Reeves, Ruth M.; Rouhizadeh, Masoud; Shi, Jianlin; Wang, Xiaoyan; Wang, Yanshan; Wei, Wei-Qi; Williams, Andrew E.; Zhang, Rui; Belenkaya, Rimma; Reich, Christian; Blacketer, Clair; Ryan, Patrick; Hripcsak, George; Elhada, Noemie; Xu, Hua
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Natural Language Processing Methods to Empirically Explore Social Contexts and Needs in Cancer Patient Notes
err2023-05-01
err6
PREAI
errDerton, Abigail; Guevara, Marco; Chen, Shan; Moningi, Shalini; Kozono, David E.; Liu, Dianbo; Miller, Timothy A.; Savova, Guergana K.; Mak, Raymond H.; Bitterman, Danielle S.
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Clinicopathologic features of human monkeypox lymphadenitis
err2023-02-21
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PREAI
errQian, Z. Jason; Gong, Raymond; Mann, Daljit S.; Walding, Kyle; Miller, Timothy; Nicholas, Veronica; Kappagoda, Shanthi; Pinsky, Benjamin A.; Silva, Oscar; Lau, Hubert D.
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Automatic Extraction of Medication Mentions from Tweets-Overview of the BioCreative VII Shared Task 3 Competition
err2023-02-03
err3
errOAAI
errWeissenbacher, Davy; O'Connor, Karen; Rawal, Siddharth; Zhang, Yu; Tsai, Richard Tzong-Han; Miller, Timothy; Xu, Dongfang; Anderson, Carol; Liu, Bo; Han, Qing; Zhang, Jinfeng; Kulev, Igor; Koprue, Berkay; Rodriguez-Esteban, Raul; Ozkirimli, Elif; Ayach, Ammer; Roller, Roland; Piccolo, Stephen; Han, Peijin; Vydiswaran, V. G. Vinod; Tekumalla, Ramya; Banda, Juan M.; Bagherzadeh, Parsa; Bergler, Sabine; Silva, Joao F.; Almeida, Tiago; Martinez, Paloma; Rivera-Zavala, Renzo; Wang, Chen-Kai; Dai, Hong-Jie; Hernandez, Luis Alberto Robles; Gonzalez-Hernandez, Graciela
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DR.BENCH: Diagnostic Reasoning Benchmark for Clinical Natural Language Processing
err2023-02-01
err4
errOAAI
errGao, Yanjun; Dligach, Dmitriy; Miller, Timothy; Caskey, John; Sharma, Brihat; Churpek, Matthew M.; Afshar, Majid
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Improving FDA postmarket adverse event reporting for medical devices
err2022-02-17
err0
PREAI
errWunnava, Susmitha; Miller, Timothy A.; Bourgeois, Florence T.
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Imaging Nanometer Phase Coexistence at Defects During the Insulator-Metal Phase Transformation in VO2 Thin Films by Resonant Soft X-ray Holography (vol 18, pg 3449, 2018)
err2021-08-19
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PREAI
errVidas, Luciana; Gunther, Christian M.; Miller, Timothy A.; Pfau, Bastian; Perez-Salinas, Daniel; Martinez, Elias; Schneider, Michael; Guhrs, Erik; Gargiani, Pierluigi; Valvidares, Manuel; Marvel, Robert E.; Hallman, Kent A.; Haglund, Richard F., Jr.; Eisebitt, Stefan; Wall, Simon
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Clinical Natural Language Processing for Radiation Oncology: A Review and Practical Primer
err2021-07-01
err31
PREAI
errBitterman, Danielle S.; Miller, Timothy A.; Mak, Raymond H.; Savova, Guergana K.
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Deep representation learning of patient data from Electronic Health Records (EHR): A systematic review
err2021-03-01
err92
errOAAI
errSi, Yuqi; Du, Jingcheng; Li, Zhao; Jiang, Xiaoqian; Miller, Timothy; Wang, Fei; Zheng, W. Jim; Roberts, Kirk
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Pre-training phenotyping classifiers
err2021-01-01
err2
errOAAI
errDligach, Dmitriy; Afshar, Majid; Miller, Timothy
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Use of Natural Language Processing to Extract Clinical Cancer Phenotypes from Electronic Medical Records
err2019-11-01
err91
errOAAI
errSavova, Guergana K.; Danciu, Ioana; Alamudun, Folami; Miller, Timothy; Lin, Chen; Bitterman, Danielle S.; Tourassi, Georgia; Warner, Jeremy L.
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Supervised methods to extract clinical events from cardiology reports in Italian
err2019-07-01
err11
errOAAI
errViani, Natalia; Miller, Timothy A.; Napolitano, Carlo; Priori, Silvia G.; Savova, Guergana K.; Bellazzi, Riccardo; Sacchi, Lucia
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Osteoprotegerin reduces osteoclast resorption activity without affecting osteogenesis on nanoparticulate mineralized collagen scaffolds
err2019-06-01
err42
errOAAI
errRen, Xiaoyan; Zhou, Qi; Foulad, David; Tiffany, Aleczandria S.; Dewey, Marley J.; Bischoff, David; Miller, Timothy A.; Reid, Russell R.; He, Tong-Chuan; Yamaguchi, Dean T.; Harley, Brendan A. C.; Lee, Justine C.
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