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G

Genevieve B. Melton

University of Minnesota
H指数:47
被引数:8,695

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Benchmarking information extraction of physical activity from electronic health record with large language models: an natural language processing pipeline and comparative evaluation

利用大型语言模型对电子健康记录中身体活动信息提取的基准测试：一个自然语言处理流程和比较评估

Journal of the American Medical Informatics Association
IF4.6
2026-06-220
PRE
Han Yang, MSE; Zhongran Niu, MS; Mingchen Li, MS; Huixue Zhou, PhD; Yongkang Xiao, MS; Sicheng Zhou, PhD; Zaifu Zhan, MS; Ying Liu, PhD; Shiqin Liu, PhD; Christopher J Tignanelli, MD; Genevieve B Melton, MD, PhD; Rui Zhang, PhD
I CAN DO Surgical ACP (Improving Completion, Accuracy and Dissemination of Surgical Advanced Care Planning): a protocol for a multisite, single-blinded, pragmatic randomised controlled trial to improve ACP completion in older adults in the presurgical setting

I CAN DO Surgical ACP（提高术前高级护理计划完成率、准确性和传播）：一项多中心、单盲、实用性随机对照试验方案，旨在改善老年患者在术前环境中的ACP完成率

BMJ OPEN
IF2.3
2025-09-230
OAAI
Welton, Lindsay; Colley, Alexis; Sudore, Rebecca L.; Melton, Genevieve B.; Botsford, Chloe; Oreper, Sandra; O'Brien, Samuel E.; Koopmeiners, Joseph S.; Gibbs, Lisa; Carmichael, Joseph C.; Wick, Elizabeth C.
Oncologist perspectives on the acceptability, appropriateness, and feasibility of the Cancer and Aging Research Group (CARG) chemotherapy toxicity prediction tool for older adults

肿瘤学家对癌症与衰老研究小组（CARG）化疗毒性预测工具在老年人中应用的接受度、适宜性和可行性的看法

Journal of Geriatric Oncology
IF2.7
2025-06-270
PRE
Whitney V. Johnson; Arjun Gupta; Anne H. Blaes; Chloe Botsford; Joseph S. Koopmeiners; Timothy J. Beebe; Genevieve B. Melton; Deborah L. Pestka
A comparative analysis of large language models versus traditional information extraction methods for real-world evidence of patient symptomatology in acute and post-acute sequelae of SARS-CoV-2

大型语言模型与传统信息提取方法在SARS-CoV-2急性期及后遗症期患者症状学真实世界证据方面的比较分析

PLOS ONE
IF2.6
2025-05-150
OA
Thakkar, Vedansh; Silverman, Greg M.; Kc, Abhinab; Ingraham, Nicholas E.; Jones, Emma K.; King, Samantha; Melton, Genevieve B.; Zhang, Rui; Tignanelli, Christopher J.
A pragmatic, stepped-wedge, hybrid type II trial of interoperable clinical decision support to improve venous thromboembolism prophylaxis for patients with traumatic brain injury
IMPLEMENTATION SCIENCE
IF13.4
2024-08-050
OAAI
Tignanelli, Christopher J.; Shah, Surbhi; Vock, David; Siegel, Lianne; Serrano, Carlos; Haut, Elliott; Switzer, Sean; Martin, Christie L.; Rizvi, Rubina; Peta, Vincent; Jenkins, Peter C.; Lemke, Nicholas; Thyvalikakath, Thankam; Osheroff, Jerome A.; Torres, Denise; Vawdrey, David; Callcut, Rachael A.; Butler, Mary; Melton, Genevieve B.

研究方向

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R
Robert D. Madoff
H 指数:69论文数:291被引数:1.5万
M
Mary R. Kwaan
H 指数:28论文数:156被引数:3,898
C
Christopher J. Tignanelli
H 指数:36论文数:283被引数:4,640
W
Wolfgang B. Gaertner
H 指数:30论文数:163被引数:3,231
M
Michael Usher
H 指数:21论文数:65被引数:1,717
E
Elliot G. Arsoniadis
H 指数:14论文数:51被引数:523
D
David A. Rothenberger
H 指数:73论文数:254被引数:1.5万
G
György Simon
H 指数:25论文数:159被引数:2,601
E
Elizabeth C. Wick
H 指数:51论文数:289被引数:9,510
D
Deborah L. Pestka
H 指数:14论文数:61被引数:498