Artificial intelligence tools may be superior to traditional approaches for translating patient handouts: A pilot study by Sydney Dong, BS, Sijia Zhang, BA, Helen Park, MD, Jessica De La Rosa, MD, AlReem Al-Nabti, MD, Vy Xuan Pham, BA, Andres Cedeno, BS, Isabella Toledo, BA, Anika Jallorina, BS, Jennifer Laborada, MD, Bryan Sun, MD, PhD, Regina Wang, MD, George Hightower, MD, PhD

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Learning to teach through noticing: a bibliometric review of teacher noticing research in mathematics education during 2006–2021 by Yicheng Wei, Qiaoping Zhang, Jing Guo, Min Chen

“…By country, the United States is at the forefront of research in this area and, by institutions, UC Irvine and Northwestern University are the leaders. …”
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Broad spectrum integration of climate change in health sciences curricula by Oladele A. Ogunseitan

“…In response to a University of California systemwide initiative to expand the knowledge base of climate change, two half-day workshops were held for faculty in the College of Health Sciences at the UC Irvine. In the first workshop, 20 participants who teach in the Schools of Nursing, Medicine, Pharmacy, and Pharmaceutical Science, or the Program in Public Health convened to explore concepts of sustainability, theoretical models of curriculum integration, challenges to adding new competencies into professional training, and strategies for integrating climate change modules and case studies into the curricula. …”
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Chronic lateral epicondylitis: challenges and solutions by Lai WC, Erickson BJ, Mlynarek RA, Wang D

“…Wilson C Lai,1 Brandon J Erickson,2 Ryan A Mlynarek,3 Dean Wang4 1David Geffen School of Medicine at UCLA, Los Angeles, CA, USA; 2Rothman Institute, New York, NY, USA; 3IHA Orthopaedic Specialists, Ann Arbor, MI, USA; 4Department of Orthopaedic Surgery, UC Irvine Health, Orange, CA, USA Abstract: Lateral epicondylitis (LE) is a significant source of pain and dysfunction resulting from repetitive gripping or wrist extension, radial deviation, and/or forearm supination. …”
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A Method for Medical Data Analysis Using the LogNNet for Clinical Decision Support Systems and Edge Computing in Healthcare by Andrei Velichko

“…The efficiency of LogNNet in assessing perinatal risk is illustrated on cardiotocogram data obtained from the UC Irvine machine learning repository. The classification accuracy reaches ~91% with the~3–10 kB of RAM used on the Arduino microcontroller. …”
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Evidence for Fgf and Wnt regulation of Lhx2 during limb development via two limb-specific Lhx2-associated cis-regulatory modules by Jessica C. Britton, Anett Somogyi-Leatigaga, Billy A. Watson, Endika Haro, Cassidy G. Mulder, Kari D. Kennedy, Allen M. Cooper, Kristen L. Whitley, Ruth-Love Yeboah, Jeanyoung Kim, Micah C. Yu, Micah C. Yu, Jairo D. Campos, Jairo D. Campos, Japhet Amoah, Japhet Amoah, Shimako Kawauchi, Eunyoung Kim, Charmaine U. Pira, Kerby C. Oberg

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Postmortem Neocortical 3H-PiB Binding and Levels of Unmodified and Pyroglutamate Aβ in Down Syndrome and Sporadic Alzheimer’s Disease by Violetta N. Pivtoraiko, Violetta N. Pivtoraiko, Tamara Racic, Eric E. Abrahamson, Eric E. Abrahamson, Victor L. Villemagne, Benjamin L. Handen, Ira T. Lott, Elizabeth Head, Milos D. Ikonomovic, Milos D. Ikonomovic, Milos D. Ikonomovic

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Scale space detector for analyzing spatiotemporal ventricular contractility and nuclear morphogenesis in zebrafish by Tanveer Teranikar, Cameron Villarreal, Nabid Salehin, Toluwani Ijaseun, Jessica Lim, Cynthia Dominguez, Vivian Nguyen, Hung Cao, Cheng–Jen Chuong, Juhyun Lee

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The Disc Mantra: An Algorithm for Fundus Description by Linda Lippa

“…Results Effectiveness of skill transfer has been established over 5 years of conducting workshops at the UC-Irvine School of Medicine, and multiple CME courses at Long Beach Memorial Medical Center, the University of Southern California, and the American College of Physicians. …”
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An integrated data mining algorithms and meta-heuristic technique to predict the readmission risk of diabetic patients by Masoomeh Zeinalnezhad, Saman Shishehchi

“…The research dataset was obtained from the UC Irvine Machine Learning Repository, including 101765 instances with 50 features representing patient and hospital outcomes, collected from 130 US hospitals. …”
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Investigating the Influence of Cement and Additive Normalization on Concrete Compressive Strength: A Statistical Analysis by Parmo Parmo, Indrawata Wardhana

“…Employing a robust dataset from the UC Irvine Machine Learning Repository, comprising 1030 samples with eight distinct input variables, the methodology synergizes statistical methods, Bayesian analysis, and cutting-edge machine learning algorithms. …”
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Design of an efficient dynamic context‐based privacy policy deployment model via dual bioinspired Q learning optimisations by Namrata Jiten Patel, Ashish Jadhav

“…Leveraging datasets including Adult (Census Income), Yelp, UC Irvine Machine Learning, and Movie Lens, the authors evaluate the model's performance against state‐of‐the‐art techniques, such as GEF AL, Deep Forest, and Robust Continual Learning. …”
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Left Atrial Septal Pouch in Cryptogenic Stroke by Mark eFisher

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Membrane protein structure determination - the next generation. by Moraes, I, Evans, G, Sanchez-Weatherby, J, Newstead, S, Stewart, P

“…At present, more than 350 unique membrane protein structures solved by X-ray crystallography (http://blanco.biomol.uci.edu/mpstruc/exp/list, Stephen White Lab at UC Irvine) are available in the Protein Data Bank. …”

Unrecognized implementation science engagement among health researchers in the USA: a national survey by Elizabeth R. Stevens, Donna Shelley, Bernadette Boden-Albala

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Beyond the embolus: “do not miss” diffusion abnormalities of ischaemic and non-ischaemic neurological disease by Vivek Yedavalli, Eric M. Nyberg, Daniel S. Chow, Ashesh A. Thaker

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Multidimensional Feature-Based Graph Attention Networks and Dynamic Learning for Electricity Load Forecasting by Chaokai Huang, Ning Du, Jiahan He, Na Li, Yifan Feng, Weihong Cai

“…Comparative experiments show that the prediction errors of the proposed model have decreased by 5–26% compared to other advanced methods in the UC Irvine Machine Learning Repository Electricity Load Chart public dataset.…”
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How can we support the development of robust groundwater sustainability plans? by Vishal K. Mehta, Charles Young, Susan R. Bresney, Daniel S. Spivak, Jonathan M. Winter

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Corrigendum: Transcriptional and epigenetic response to sedentary behavior and physical activity in children and adolescents: A systematic review by Abel Plaza-Florido, Inmaculada Pérez-Prieto, Inmaculada Pérez-Prieto, Pablo Molina-Garcia, Pablo Molina-Garcia, Pablo Molina-Garcia, Shlomit Radom-Aizik, Francisco B. Ortega, Francisco B. Ortega, Francisco B. Ortega, Signe Altmäe, Signe Altmäe, Signe Altmäe, Signe Altmäe

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Hybrid chaotic firefly decision making model for Parkinson’s disease diagnosis by Sujata Dash, Ajith Abraham, Ashish Kr Luhach, Jolanta Mizera-Pietraszko, Joel JPC Rodrigues

“…The efficiency of the model is tested on a voice measurement dataset that is collected from “UC Irvine Machine Learning Repository.” The dynamics of chaos optimization algorithm will enhance the firefly algorithm by introducing six types of chaotic maps which will increase the diversification and intensification capability of chaos-based firefly algorithm. …”
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