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Select item 107859491.

Can gamification reduce the burden of self-reporting in mHealth applications? A feasibility study using machine learning from smartwatch data to estimate cognitive load.

Michal K. Grzeszczyk, Paulina Adamczyk, Sylwia Marek, Ryszard Pręcikowski, Maciej Kuś, M. Patrycja Lelujko, Rosmary Blanco, Tomasz Trzciński, Arkadiusz Sitek, Maciej Malawski, Aneta Lisowska

AMIA Annu Symp Proc. 2023; 2023: 389–396. Published online 2024 Jan 11.

PMCID:: PMC10785949

Article PDF–650K

Select item 107859472.

Understanding Cancer Caregiving and Predicting Burden: An Analytics and Machine Learning Approach

Armin Abazari, Samir Chatterjee, Md Moniruzzaman

AMIA Annu Symp Proc. 2023; 2023: 243–252. Published online 2024 Jan 11.

PMCID:: PMC10785947

Article PDF–402K

Select item 107859453.

Understanding the Benefits and Challenges of Using Large Language Model-based Conversational Agents for Mental Well-being Support

Zilin Ma, Yiyang Mei, Zhaoyuan Su

AMIA Annu Symp Proc. 2023; 2023: 1105–1114. Published online 2024 Jan 11.

PMCID:: PMC10785945

Article PDF–3.0M

Select item 107859434.

Perspectives on Privacy in the Post-Roe Era: A Mixed-Methods of Machine Learning and Qualitative Analyses of Tweets

Yawen Guo, Rachael Zehrung, Katie Genuario, Xuan Lu, Qiaozhu Mei, Yunan Chen, Kai Zheng

AMIA Annu Symp Proc. 2023; 2023: 951–960. Published online 2024 Jan 11.

PMCID:: PMC10785943

Article PDF–434K

Select item 107859415.

Large Language Models for Healthcare Data Augmentation: An Example on Patient-Trial Matching

Jiayi Yuan, Ruixiang Tang, Xiaoqian Jiang, Xia Hu

AMIA Annu Symp Proc. 2023; 2023: 1324–1333. Published online 2024 Jan 11.

PMCID:: PMC10785941

Article PDF–1.9M

Select item 107859396.

De-identifying Norwegian Clinical Text using Resources from Swedish and Danish

Anastasios Lamproudis, Sara Mora, Therese Olsen Svenning, Torbjørn Torsvik, Taridzo Chomutare, Phuong Dinh Ngo, Hercules Dalianis

AMIA Annu Symp Proc. 2023; 2023: 456–464. Published online 2024 Jan 11.

PMCID:: PMC10785939

Article PDF–195K

Select item 107859377.

COVID-19 vaccine equity and health equity conversations on Twitter

Nishant R. Jain, Iris Zachary, Suzanne A. Boren

AMIA Annu Symp Proc. 2023; 2023: 997–1006. Published online 2024 Jan 11.

PMCID:: PMC10785937

Article PDF–1.4M

Select item 107859358.

Standardizing Multi-site Clinical Note Titles to LOINC Document Ontology: A Transformer-based Approach

Xu Zuo, Yujia Zhou, Jon Duke, George Hripcsak, Nigam Shah, Juan M. Banda, Ruth Reeves, Timothy Miller, Lemuel R Waitman, Karthik Natarajan, Hua Xu

AMIA Annu Symp Proc. 2023; 2023: 834–843. Published online 2024 Jan 11.

PMCID:: PMC10785935

Article PDF–715K

Select item 107859339.

Backdoor Adjustment of Confounding by Provenance for Robust Text Classification of Multi-institutional Clinical Notes

Xiruo Ding, Zhecheng Sheng, Meliha Yetişgen, Serguei Pakhomov, Trevor Cohen

AMIA Annu Symp Proc. 2023; 2023: 923–932. Published online 2024 Jan 11.

PMCID:: PMC10785933

Article PDF–1.2M

Select item 1078593110.

A Practical Approach to Optimize Computerized Provider Order Entry Systems and Reduce Clinician Burden: Pre-Post Evaluation of Vendor-Derived “Order Friction” Data

Elise L. Ruan, Sarah C. Rossetti, Hanson Hsu, Eugene Y. Kim, Richard C. Trepp

AMIA Annu Symp Proc. 2023; 2023: 1246–1256. Published online 2024 Jan 11.

PMCID:: PMC10785931

Article PDF–698K

Select item 1078592911.

Improving machine learning with ensemble learning on observational healthcare data

Behzad Naderalvojoud, Tina Hernandez-Boussard

AMIA Annu Symp Proc. 2023; 2023: 521–529. Published online 2024 Jan 11.

PMCID:: PMC10785929

Article PDF–676K

Select item 1078592712.

Examining and Addressing Telemedicine Disparities Through the Lens of the Social Determinants of Health: A Qualitative Study of Patient and Provider During the COVID-19 Pandemic.

Christina P. Wang, Rahma Mkuu, Katerina Andreadis, Kimberly A. Muellers, Jessica S Ancker, Carol Horowitz, Rainu Kaushal, Jenny J. Lin

AMIA Annu Symp Proc. 2023; 2023: 1287–1296. Published online 2024 Jan 11.

PMCID:: PMC10785927

Article PDF–434K

Select item 1078592513.

HerediGene Population Study IT infrastructure: A model to support genomic research recruitment and precision public health

David P. Taylor, Bret S.E. Heale, Benjamin Chisum, G. Bryce Christensen, Darin F. Wilcox, Kevin M. Banks, Jacob S. Tripp, Teresa Liu, James B. Ruesch, Travis J. Sheffield, Jesse W. Breinholt, J. Clay Harward, Erin C. Hakoda, Ted May, Joshua L. Bonkowsky, Nephi A. Walton, Howard L. McLeod, Lincoln D. Nadauld, Pallavi Ranade-Kharkar

AMIA Annu Symp Proc. 2023; 2023: 689–698. Published online 2024 Jan 11.

PMCID:: PMC10785925

Article PDF–780K

Select item 1078592314.

Outliers in diagnosis ratios: A clue toward possibly absent data

Dmitry Morozyuk, Mark G. Weiner

AMIA Annu Symp Proc. 2023; 2023: 1175–1182. Published online 2024 Jan 11.

PMCID:: PMC10785923

Article PDF–223K

Select item 1078592115.

Using Case Mix Index within Diagnosis-Related Groups to Evaluate Variation in Hospitalization Costs at a Large Academic Medical Center

Selina Pi, Jonathan Masterson, Stephen P. Ma, Conor K. Corbin, Arnold Milstein, Jonathan H. Chen

AMIA Annu Symp Proc. 2023; 2023: 1201–1208. Published online 2024 Jan 11.

PMCID:: PMC10785921

Article PDF–224K

Select item 1078591916.

A Systematic Temporal Extraction Pipeline for Medical Concepts in Clinical Notes

Deahan Yu, Ryan W. Stidham, V.G. Vinod Vydiswaran

AMIA Annu Symp Proc. 2023; 2023: 1314–1323. Published online 2024 Jan 11.

PMCID:: PMC10785919

Article PDF–795K

Select item 1078591717.

A Computational Framework to Evaluate Emergency Department Clinician Task Switching in the Electronic Health Record Using Event Logs

Amanda J. Moy, Kenrick D. Cato, Eugene Y. Kim, Jennifer Withall, Sarah C. Rossetti

AMIA Annu Symp Proc. 2023; 2023: 1183–1192. Published online 2024 Jan 11.

PMCID:: PMC10785917

Article PDF–505K

Select item 1078591518.

A Computable Phenotype for the Identification of Sexual and Gender Minorities in Electronic Health Records

Yongqiu Li, Xing He, Christopher Wheldon, Yonghui Wu, Mattia Prosperi, Elizabeth A. Shenkman, Michael S. Jaffee, Jingchuan Guo, Fei Wang, Yi Guo, Jiang Bian

AMIA Annu Symp Proc. 2023; 2023: 1057–1066. Published online 2024 Jan 11.

PMCID:: PMC10785915

Article PDF–685K

Select item 1078591319.

Mapping Clinical Documents to the Logical Observation Identifiers, Names and Codes (LOINC) Document Ontology using Electronic Health Record Systems Structured Metadata.

Huzaifa Khan, Abu Saleh Mohammad Mosa, Vyshnavi Paka, Md Kamruz Zaman Rana, Vasanthi Mandhadi, Soliman Islam, Hua Xu, James C. McClay, Sraboni Sarker, Praveen Rao, Lemuel R. Waitman

AMIA Annu Symp Proc. 2023; 2023: 1017–1026. Published online 2024 Jan 11.