Early gestational diabetes mellitus risk predictor using neural network with NearMiss by Min Zhao, Xiaojie Su, Lihong Huang

“…In comparison, the MLP-based model using NearMiss exhibited strong predictive performance, achieving scores of 0.943 in AUC and 0.884 in accuracy.Conclusions In this study, we proposed an innovative interpretable early GDM risk prediction model based on MLP. …”
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KNOWLEDGE-HOW, ABILITY, AND COUNTERFACTUAL SUCCESS. A STATISTICAL INTERPRETATION by Adrian LUDUŞAN

“…We will conclude that Bengson & Moffett’s counterargument misses its target, so that, as far as we are concerned, Katherine Hawley’s proposal, namely CST, is safe. …”
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Societal Opposition to Tourism-Related Development in the Hautes-Pyrénées: a Missed Opportunity for Territorial Innovation? by Sylvie Clarimont, Vincent Vlès

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Navigating the missing data maze: exploring multiple imputation techniques for environmental performance index data by Muhammed Haziq Muhammed Nor, Mohd Aftar Abu Bakar, Noratiqah Mohd Ariff, Wan Hanna Melini Wan Mohtar, Bernard Kok Bang Lee

“…The study also evaluated these methods’ ability to handle Missing Not At Random (MNAR) issues, specifically for fisheries and maritime activities indicators in landlocked countries. …”
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Systematic Risk Analysis and Mitigation Strategies for Near-Miss Events in Interventional Operating Room Nursing by Ma LY, Shan RF, Lu Y, Cong LY, Gu HY

“…Records of intraoperative near-miss events voluntarily reported by medical and nursing staff between January 2023 and March 2024 were analyzed. …”
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Possible Missing Sources of Atmospheric Glyoxal Part I: Phospholipid Oxidation from Marine Algae by Renee T. Williams, Annika Caspers-Brown, Camille M. Sultana, Christopher Lee, Jessica L. Axson, Francesca Malfatti, Yanyan Zhou, Kathryn A. Moore, Natalie Stevens, Mitchell V. Santander, Farooq Azam, Kimberly A. Prather, Robert S. Pomeroy

“…Background: Glyoxal has been implicated as a significant contributor to the formation of secondary organic aerosols, which play a key role in our ability to estimate the impact of aerosols on climate. …”
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Ontogenetic development of weberian ossicles and hearing abilities in the African bullhead catfish. by Walter Lechner, Egon Heiss, Thomas Schwaha, Martin Glösmann, Friedrich Ladich

“…In the smallest catfish, the intercalarium and the interossicular ligaments were still missing and the tripus was not yet fully developed. …”
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Synergy-CLIP: Extending CLIP With Multi-Modal Integration for Robust Representation Learning by Sangyeon Cho, Jangyeong Jeon, Mingi Kim, Junyeong Kim

“…Additionally, we introduce a missing modality reconstruction task, demonstrating Synergy-CLIP’s ability to extract synergy among modalities in realistic application scenarios. …”
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Adaptive biases-incorporated latent factorization of tensors for predicting missing data in water quality monitoring networks by Xuke Wu, Xuke Wu, Lan Wang, Lan Wang, Miao Ge, Miao Ge, Jing Jiang, Jing Jiang, Yu Cai, Bing Yang, Bing Yang

“…A high-dimensional and incomplete (HDI) tensor can specifically quantify multi-sensor data, and latent factorization of tensors (LFT) models effectively extract multivariate dependencies and spatiotemporal correlations hidden in such a tensor to achieve high-accuracy missing data imputation. Nevertheless, LFT models fail to adequately account for the inherent fluctuations in water quality data, limiting their representation learning ability. …”
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Fuzzy Hypothesis Testing for Radar Detection: A Statistical Approach for Reducing False Alarm and Miss Probabilities by Ahmed K. Elsherif, Hanan Haj Ahmad, Mohamed Aboshady, Basma Mostafa

“…The proposed methods are validated through both real and synthetic simulations of radar measurements, demonstrating their ability to enhance detection reliability across diverse conditions. …”
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A systematic literature review on incomplete multimodal learning: techniques and challenges by Yifan Zhan, Rui Yang, Junxian You, Mengjie Huang, Weibo Liu, Xiaohui Liu

“…However, data often suffers from missing or incomplete modalities in practical applications. …”
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A Comparison Between Artificial Intelligence and Radiologists’ Ability to Detect Lung Nodules by Cristina Mihaela CIOFIAC, Rossy Vlăduţ TEICĂ, Lucian Mihai FLORESCU, Ioana Andreea GHEONEA

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Exploring the Relationships Between Digital Life Balance and Internet Social Capital, Loneliness, Fear of Missing Out, and Anxiety by Mirko Duradoni, Elena Serritella, Franca Paola Severino, Andrea Guazzini

“…In today’s interconnected world, the widespread use of the Internet necessitates an understanding of factors influencing individuals’ ability to maintain a balanced relationship with technology. …”
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XGBoost based enhanced predictive model for handling missing input parameters: A case study on gas turbine by Nagoor Basha Shaik, Kittiphong Jongkittinarukorn, Kishore Bingi

“…Notably, the model demonstrated versatility by filling missing values in the dataset with Compressor discharge pressure (CDP) and Outlet Temperature (OT) predictions. …”
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Bayesian Random Forest with Multiple Imputation by Chain Equations for High-Dimensional Missing Data: A Simulation Study by Oyebayo Ridwan Olaniran, Ali Rashash R. Alzahrani

“…Our hybrid framework, BRF-MICE, uniquely combines the efficiency of MICE’s chained equations with BRF’s ability to quantify uncertainty through Bayesian tree ensembles, providing stable parameter estimates even under extreme missingness. …”
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High-Stress Shifts Among Orthopaedic Trainees Alter Cognitive Abilities and Surgical Performance by Kempland C. Walley MD, Michal Jandzinski MD, Ross Michaels MD, Jack Eichman BS, Mark Hake MD, Jaimo Ahn MD PhD, James Holmes MD

“…Participants’ technical and spatial processing abilities were evaluated via targeted drilling exercises on sawbones. …”
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Gender Differences in Visual Information Perception Ability: A Signal Detection Theory Approach by Yejin Lee, Kwangtae Jung

“…However, males demonstrated slightly superior perceptual ability and marginally shorter response times compared to females. …”
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Employment and work ability in individuals living with rare diseases: a systematic literature review by Nicolas Bougas, Terhi Kangas, Katrien Vanthomme, Jose Joaquín Mira Solves, Gaël Brulé, Helene Mellerio, Hadewijch Vandenheede, Agnes Dumas

“…Regarding work ability, 90% of the studies reported more missed work time in cases than in controls, and more perceived impairment at work was found in 100% of the studies. …”
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The role of point-of-care ultrasound in detecting an occult pediatric elbow fracture missed on plain film: A case report by India Rogers-Shepp, Andrew Parambath, MD/MBA/M.Ed, Timothy J. Batchelor, MD

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Possible Missing Sources of Atmospheric Glyoxal Part II: Oxidation of Toluene Derived from the Primary Production of Marine Microorganisms by Renee T. Williams, Annika Caspers-Brown, Jennifer Michaud, Natalie Stevens, Michael Meehan, Camille M. Sultana, Christopher Lee, Francesca Malfatti, Yanyan Zhou, Farooq Azam, Kimberly A. Prather, Pieter Dorrestein, Michael D. Burkart, Robert S. Pomeroy

“…Background: Glyoxal has been implicated as a significant contributor to the formation of secondary organic aerosols, which play a key role in our ability to estimate the impact of aerosols on climate. …”
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