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https://pmc.ncbi.nlm.nih.gov/articles/PMC10862357/ Evaluating the Generalizability and Reproducibility of Scientific Research - PMC scientific research evaluating generalizability reproducibility pmc https://ideas.repec.org/p/ces/ceswps/_4543.html On the Generalizability of Experimental Results in Economics: With a Response to Commentors Downloadable! Economists are increasingly turning to the experimental method as a means to estimate causal effects. By using randomization to identify key... https://openreview.net/forum?id=WBfgF1iAuN Pruning for Better Domain Generalizability | OpenReview In this paper, we investigate whether we could use pruning as a reliable method to boost the generalization ability of the model. We found that existing... pruning better domain generalizability openreview https://pmc.ncbi.nlm.nih.gov/articles/PMC11419084/ The Generalizability of Cortical Area Parcellations Across Early Childhood - PMC The cerebral cortex consists of distinct areas that develop through intrinsic embryonic patterning and postnatal experiences. Accurate parcellation of these... cortical area early childhood generalizability across pmc https://arxiv.org/abs/2307.08877 [2307.08877] Disentangling Node Attributes from Graph Topology for Improved Generalizability in... Abstract page for arXiv paper 2307.08877: Disentangling Node Attributes from Graph Topology for Improved Generalizability in Link Prediction https://openreview.net/forum?id=SH3DTbytqF&referrer=%5Bthe%20profile%20of%20Ruifeng%20Chen%5D(%2Fprofile%3Fid%3D~Ruifeng_Chen1) Whale-X: Learning Scalable Embodied World Models with Enhanced Generalizability | OpenReview World models play a crucial role in decision-making within embodied environments, enabling cost-free explorations that would otherwise be expensive in the real... world models whale x learning scalable https://www.elsevier.es/es-revista-endocrinologia-diabetes-nutricion-13-pdf-S2530016419300357 Generalizability of results from the recent FDA-guided cardiovascular outcomes trials to a... https://www.colorado.edu/research/ai-institute/2025/04/30/lab-wild-examining-generalizability-video-based-mind-wandering-detection From the Lab to the Wild: Examining Generalizability of Video-based Mind Wandering Detection | NSF... from the lab https://pmc.ncbi.nlm.nih.gov/articles/PMC9296258/ Limits to the generalizability of resting-state functional magnetic resonance imaging studies of... This study examined how resting-state functional magnetic resonance imaging (rs-fMRI) data quality and availability relate to clinical and sociodemographic... magnetic resonance imaging to the resting state https://www.sri.com/publication/education-learning-pubs/the-effect-of-ignoring-classroom-level-variance-in-estimating-the-generalizability-of-school-mean-scores/ The Effect of Ignoring Classroom-Level Variance in Estimating the Generalizability of School Mean... Apr 12, 2023 - This paper reports generalizability analyses investigating the consequences of ignoring classroom variation when analyzing school-level accountability measures. the effect https://www.frontiersin.org/journals/medicine/articles/10.3389/fmed.2021.664023/full Frontiers | Improving the Generalizability of Infantile Cataracts Detection via Deep Learning-Based... Infantile cataract is the main cause of infant blindness worldwide. Although previous studies developed artificial intelligence (AI) diagnostic systems for d... https://ideas.repec.org/p/feb/artefa/00467.html On the Generalizability of Experimental Results in Economics Downloadable! Economists are increasingly turning to the experimental method as a means to estimate causal effects. By using randomization to identify key... on the experimental results generalizability economics https://stellarmc.com/ Stellar Managed Care | Providing clients with generalizability and predictability for problem... managed care stellar providing clients https://pmc.ncbi.nlm.nih.gov/articles/PMC11926635/ Generalizability of Treatment Outcome Prediction Across Antidepressant Treatment Trials in... Can neuroimaging and clinical features predict response to sertraline and escitalopram in patients with major depressive disorder across 2 large multisite... generalizability treatment outcome prediction across https://openreview.net/forum?id=1QfH8cn-uNe&referrer=%5Bthe%20profile%20of%20Riley%20Hickman%5D(%2Fprofile%3Fid%3D~Riley_Hickman1) Calibration and generalizability of probabilistic models on low-data chemical datasets with... https://www.frontiersin.org/journals/human-neuroscience/articles/10.3389/fnhum.2014.00502/full Frontiers | On the generalizability of resting-state fMRI machine learning classifiers Machine learning classifiers have become increasingly popular tools to generate single-subject inferences from fMRI data. With this transition from the tradi... resting state fmri on the machine learning frontiers generalizability https://www.jmir.org/2024/1/e53861/metrics Journal of Medical Internet Research - Concerns About the Generalizability Associated With a South... journal of medical https://arxiv.org/abs/2503.13145v2 [2503.13145v2] High-entropy Advantage in Neural Networks' Generalizability Abstract page for arXiv paper 2503.13145v2: High-entropy Advantage in Neural Networks' Generalizability high entropy neural networks 2503 advantage generalizability https://openreview.net/forum?id=52mKGkgNRSQ Adversarial Masking for Pretraining ECG Data Improves Downstream Model Generalizability | OpenReview We adversarially generate masks as augmentations for 12-lead ECG data during contrastive self-supervised pretraining, which improves downstream task... adversarial masking ecg https://www.techtarget.com/healthtechanalytics/news/366590499/Deep-Learning-Mammography-Models-at-Risk-of-Poor-Generalizability Deep-Learning Mammography Models at Risk of Poor Generalizability | TechTarget Researchers have found that a previously validated ensemble of models for mammography displayed a decline in performance when applied to a diverse patient... deep learning at risk mammography models poor https://arxiv.org/abs/2509.12600 [2509.12600] A Multimodal Foundation Model to Enhance Generalizability and Data Efficiency for... Abstract page for arXiv paper 2509.12600: A Multimodal Foundation Model to Enhance Generalizability and Data Efficiency for Pan-cancer Prognosis Prediction https://openreview.net/forum?id=p2kAcq85rd&referrer=%5Bthe%20profile%20of%20Yuan%20Li%5D(%2Fprofile%3Fid%3D~Yuan_Li5) Effects of Human Adversarial and Affable Samples on BERT Generalizability | OpenReview BERT-based models have had strong performance on leaderboards, yet have been demonstrably worse in real-world settings requiring generalization. Limited... effects human adversarial https://arxiv.org/abs/2305.17965 [2305.17965] Improving the Generalizability of Trajectory Prediction Models with Frenet-Based... Abstract page for arXiv paper 2305.17965: Improving the Generalizability of Trajectory Prediction Models with Frenet-Based Domain Normalization https://arxiv.org/abs/2504.16283v2 [2504.16283v2] Affect Models Have Weak Generalizability to Atypical Speech Abstract page for arXiv paper 2504.16283v2: Affect Models Have Weak Generalizability to Atypical Speech 2504 affect models weak generalizability https://www.acc.org/Latest-in-Cardiology/Journal-Scans/2011/01/07/22/39/Generalizability-and-Longitudinal-Outcomes-of-a-HF-Registry Generalizability and Longitudinal Outcomes of a National Heart Failure Clinical Registry:... heart failure generalizability longitudinal outcomes https://openreview.net/forum?id=wO53HILzu65 On the Generalizability and Predictability of Recommender Systems | OpenReview We conduct a large-scale study of recommender system algorithms, which motivates the design of RecZilla: an algorithm selection approach based on meta-learning. on the recommender systems generalizability predictability openreview https://www.jmir.org/2018/11/e10113/ Journal of Medical Internet Research - The Generalizability of Randomized Controlled Trials of... Background: Self-guided internet-based cognitive behavioral therapies (iCBTs) for depressive symptoms may substantially increase accessibility to mental health... journal of medical internet research generalizability randomized controlled https://openreview.net/forum?id=aHmNpLlUlb¬eId=7DmKGOB0Hd InsertNeRF: Instilling Generalizability into NeRF with HyperNet Modules | OpenReview Generalizing Neural Radiance Fields (NeRF) to new scenes is a significant challenge that existing approaches struggle to address without extensive... generalizability nerf hypernet modules openreview https://www.elsevier.es/en-revista-endocrinologia-diabetes-nutricion-english-ed--413-articulo-generalizability-results-from-recent-fda-guided-S2530018019300952 Generalizability of results from the recent FDA-guided cardiovascular outcomes trials to a... In response to the findings of possible increased cardiovascular (CV) risk with rosiglitazone, the U.S. Food and Drug https://www.mdpi.com/2411-5150/3/1/8 Reliability and Generalizability of Similarity-Based Fusion of MEG and fMRI Data in Human Ventral... To build a representation of what we see, the human brain recruits regions throughout the visual cortex in cascading sequence. Recently, an approach was... https://pmc.ncbi.nlm.nih.gov/articles/PMC12014193/ Strategies to Improve the Robustness and Generalizability of Deep Learning Segmentation and... Artificial Intelligence (AI) and deep learning models have revolutionized diagnosis, prognostication, and treatment planning by extracting complex patterns... deep learning strategies improve robustness https://www.jmir.org/2021/6/e26514/authors Journal of Medical Internet Research - Periodic Manual Algorithm Updates and Generalizability: A... journal of medical internet research https://openreview.net/forum?id=15keyzQj9h On the Generalizability of "Competition of Mechanisms: Tracing How Language Models Handle Facts and... We present a reproduction study of "Competition of Mechanisms: Tracing How Language Models Handle Facts and Counterfactuals" (Ortu et al., 2024), which... https://openreview.net/forum?id=XNFo3dQiCJ Generalizability of Adversarial Robustness Under Distribution Shifts | OpenReview Recent progress in empirical and certified robustness promises to deliver reliable and deployable Deep Neural Networks (DNNs). Despite that success, most... generalizability adversarial robustness distribution shifts