A Generative Adversarial Network Structure for Learning with Small Numerical Data Sets by Der-Chiang Li, Szu-Chou Chen, Yao-San Lin, Kuan-Cheng Huang

“…The model verification of our proposed structure was conducted with two datasets in the UC Irvine Machine Learning Repository, and the performance was evaluated using three criteria: accuracy, standard deviation, and <i>p</i>-value. …”
Get full text

A generative adversarial network structure for learning with small numerical data sets by Li, Der-Chiang, Chen, Szu-Chou, Lin, Yao-Sin, Huang, Kuan-Cheng

“…The model verification of our proposed structure was conducted with two datasets in the UC Irvine Machine Learning Repository, and the performance was evaluated using three criteria: accuracy, standard deviation, and p‐value. …”
Get full text

Validation study of risk-reduction activities after personalized breast cancer education tool in the WISDOM study by Tianyi Wang, Mandy Che, Yash S. Huilgol, Holly Keane, Deborah Goodman, Rashna Soonavala, Elissa Ozanne, Yiwey Shieh, Jeffrey K. Belkora, Allison Stover Fiscalini, Athena Breast Health Network Investigators and Advocate Partners, Laura J. Esserman

Get full text

Comparison of Automated Machine Learning (AutoML) Tools for Epileptic Seizure Detection Using Electroencephalograms (EEG) by Swetha Lenkala, Revathi Marry, Susmitha Reddy Gopovaram, Tahir Cetin Akinci, Oguzhan Topsakal

“…The study compares the performance of three different AutoML tools, AutoGluon, Auto-Sklearn, and Amazon Sagemaker, on three different datasets from the UC Irvine ML Repository, Bonn EEG time series dataset, and Zenodo. …”
Get full text

Microbiome interactions and their ecological implications at the Salton Sea by Hannah Freund, Mia R. Maltz, Mark P. Swenson, Talyssa M. Topacio, Vanessa A. Montellano, William Porter, Emma L. Aronson

Get full text

MyoNet: A Transfer-Learning-Based LRCN for Lower Limb Movement Recognition and Knee Joint Angle Prediction for Remote Monitoring of Rehabilitation Progress From sEMG by Arvind Gautam, Madhuri Panwar, Dwaipayan Biswas, Amit Acharyya

“…The proposed MyoNet was evaluated on publicly available University of California (UC) Irvine machine learning repository dataset of the lower limb for 11 healthy subjects and 11 subjects with knee pathology for three movements type-walking, standing with knee flexion movements and sitting with knee extension movements. …”
Get full text

Does Relationship-Contingent Self-Esteem Play a Role in the Stress to Impaired Control Pathway to Alcohol-Related Problems in a College Student Sample? by Elena Kalina, Krystina Boyd-Frenkel, Julie A. Patock-Peckham, Lauren Schneidewent, Matthew L. Broussard, Robert F. Leeman

Get full text

Characterization of Second-Order Reflection Bands from a Cholesteric Liquid Crystal Cell Based on a Wavelength-Swept Laser by Soyeon Ahn, Myeong Ock Ko, Jong-Hyun Kim, Zhongping Chen, Min Yong Jeon

Get full text

Magnetic and Electronic Inhomogeneity in Sm_1−xEu_xB₆ by M. Victoria Ale Crivillero, Priscila F. S. Rosa, Zachary Fisk, Jens Müller, Pedro Schlottmann, Steffen Wirth

Get full text

Immigration concerns and social program avoidance: The roles of legal status and family composition among asian and latino communities by Alein Y. Haro-Ramos, Gabriel Sanchez, Matt Barreto

Get full text

Adagrasib in KRYSTAL-12&nbsp;has Not Broken the KRAS G12C Enigma Code of the Unspoken 6-Month PFS Barrier in NSCLC by Lee AT, Nagasaka M

“…Marianna University School of Medicine, Department of Medicine, Kawasaki, JapanCorrespondence: Misako Nagasaka, Department of Medicine, Division of Hematology/Oncology, UC Irvine, Orange, CA, 92602, USA, Email nagasakm@hs.uci.eduAbstract: Mutations in KRAS G12C are among the more common oncogenic driver mutations in non-small cell lung cancer (NSCLC). …”
Get full text

The SP19 chronology for the South Pole Ice Core – Part 1: volcanic matching and annual layer counting by D. A. Winski, D. A. Winski, T. J. Fudge, D. G. Ferris, E. C. Osterberg, J. M. Fegyveresi, J. Cole-Dai, Z. Thundercloud, T. S. Cox, K. J. Kreutz, K. J. Kreutz, N. Ortman, C. Buizert, J. Epifanio, E. J. Brook, R. Beaudette, J. Severinghaus, T. Sowers, E. J. Steig, E. C. Kahle, T. R. Jones, V. Morris, M. Aydin, M. R. Nicewonger, K. A. Casey, K. A. Casey, R. B. Alley, E. D. Waddington, N. A. Iverson, N. W. Dunbar, R. C. Bay, J. M. Souney, M. Sigl, J. R. McConnell

Get full text

Abstract Number ‐ 276: Stroke Management and Outcomes in Low‐ and Lower‐Middle‐Income Countries: A Systematic Review of 29,626 Patients by Nolan Brown, Alexander Aguirre, James Rodgers, Taylor Reardon, Nathan Shlobin, Alexander Ballatori, Shane Shahrestani, Julian Gendreau

Get full text

Point of Care Ultrasound Training in Military Medical Student Curriculum by Bradley Havins, MD, Michael Nguyen, MS, Ryan Becker, MS, Chusila Lee, MS, Siri Magadi, MS, Choi Heesun, DO

Get full text

Hemoglobin and End-Organ Damage in Individuals with Sickle Cell Disease by William B. Ershler, MD, Laura M. De Castro, MD, MHSc, Zahra Pakbaz, MD, Aaron Moynahan, MA, Derek Weycker, PhD, Thomas E. Delea, MSIA, Irene Agodoa, MD, Ze Cong, PhD

Get full text

Dorsomedial prefrontal cortex activation disrupts Pavlovian incentive motivation by Briac Halbout, Collin Hutson, Kate M. Wassum, Sean B. Ostlund, Sean B. Ostlund, Sean B. Ostlund, Sean B. Ostlund

Get full text

The State of Surgical Research in Sub-Saharan Africa: An Urgent Call for Surgical Research Trainers by Peter M. Nthumba, MD, MSc, Moses Odhiambo, BSc, Andrea Pusic, MD, Stephen Kamau, BSN, Christine Rohde, MD, Onesmus Onyango, BSN, Amanda Gosman, MD, Raj Vyas, MD, Michelle N. Nthumba, BEd, MA

Get full text

Automated time activity classification based on global positioning system (GPS) tracking data by Wu Jun, Jiang Chengsheng, Houston Douglas, Baker Dean, Delfino Ralph

“…</p> <p>Methods</p> <p>We developed and evaluated two automated models to classify major time activity patterns (i.e., indoor, outdoor static, outdoor walking, and in-vehicle travel) based on GPS time activity data collected under free living conditions for 47 participants (N = 131 person-days) from the Harbor Communities Time Location Study (HCTLS) in 2008 and supplemental GPS data collected from three UC-Irvine research staff (N = 21 person-days) in 2010. …”
Get full text

Plasticity of visual attention in Isha yoga meditation practitioners before and after a 3-month retreat by Claire eBraboszcz, Claire eBraboszcz, B. Rael eCahn, Bhavani eBalakrishnan, Raj K. Maturi, Romain eGrandchamp, Romain eGrandchamp, Arnaud eDelorme, Arnaud eDelorme, Arnaud eDelorme

Get full text

Using the influenza vaccine as a mild, exogenous inflammatory challenge: When does inflammation peak? by Arielle S. Radin, Kate R. Kuhlman, Chloe C. Boyle, Marcie D. Haydon, Julienne E. Bower

Get full text