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An MRI radiomics model for predicting a prostate-specific antigen response following abiraterone treatment in patients with metastatic castration-resistant prostate cancer
Published 2025-01-01“…By extracting features from biparametric MRI, including T2-weighted imaging(T2WI), diffusion-weighted imaging(DWI), and apparent diffusion coefficient(ADC) maps, radiomics features from the training dataset were selected using least absolute shrinkage and selection operator(LASSO) regression. …”
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6102
A Novel and Automated Approach to Detect Sea- and Land-Based Aquaculture Facilities
Published 2025-01-01“…Model accuracy was tested with a dataset that includes images from Tuscany (Italy), where all these farm typologies are represented. …”
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6103
Analysis of argument structure constructions in the large language model BERT
Published 2025-01-01“…We utilized a custom GPT-4 generated dataset comprising 2000 sentences, evenly distributed among four ASC types: transitive, ditransitive, caused-motion, and resultative constructions. …”
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6105
Adversarial measurements for convolutional neural network-based energy theft detection model in smart grid
Published 2025-03-01“…Our proposed attack is validated with State Grid Corporation of China (SGCC) dataset.ADGM and FGSM attack models generate adversarial evasion attack samples by modifying the benign sample along with already available malicious data. …”
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6108
Explorating the Involvement of Plasma Sestrin2 in Obstructive Sleep Apnea
Published 2019-01-01Get full text
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6109
Data-driven modeling of open circuit voltage hysteresis for LiFePO4 batteries with conditional generative adversarial network
Published 2025-05-01“…First, a comprehensive experimental scheme is designed to collect hysteresis dataset under diverse SOC paths, temperatures and aging states. …”
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6110
Integrated bioinformatics analysis identified cuproptosis-related hub gene Mpeg1 as potential biomarker in spinal cord injury
Published 2025-01-01“…To validate our findings, we performed external cohort validation using a single-cell RNA sequencing dataset. The results confirmed that Mpeg1 was highly expressed in microglia (macrophages in center nervous system) following spinal cord injury. …”
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6111
APMAT analysis reveals the association between CD8 T cell receptors, cognate antigen, and T cell phenotype and persistence
Published 2025-02-01“…We leverage this comprehensive dataset to integrate with peptide antigen properties, TCR CDR3 sequences, and T cell phenotypes to show that distinct physicochemical features of the antigen-TCR pairs strongly associate with both T cell phenotype and T cell persistence. …”
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6113
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6114
Distinct Murine Pancreatic Transcriptomic Signatures during Chronic Pancreatitis Recovery
Published 2021-01-01Get full text
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6115
ANGPTL3 overcomes sorafenib resistance via suppression of SNAI1 and CPT1A in liver cancer
Published 2025-02-01“…In the current study, online available dataset analysis uncovered that angiopoietin-like protein 3 (ANGPTL3) manifested lower expression in sorafenib-resistant liver cancer cell lines. …”
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6118
Different Approaches to requesting Consent for Routine data linkage in Neonatal follow-up (ACORN): protocol for a 2×2 factorial randomised trial
Published 2022-07-01“…Introduction Routinely collected data can be linked to research data to create a rich dataset and inform practice. However, consent is normally required to link identifiable data. …”
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6119
Les siphons en terre cuite du monde romain : l’exemple de l’aqueduc d’Almuñécar (Andalousie, Espagne)
Published 2023-12-01Get full text
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6120
Interpretable machine learning and radiomics in hip MRI diagnostics: comparing ONFH and OA predictions to experts
Published 2025-01-01“…Three users with different expertise and backgrounds diagnosed and labeled the dataset into either OA or ONFH. Their results have been compared to our Radiomics-model.ResultsThe amount of handcrafted radiomics features was 1197 before processing; after the final selection, only 12 key features were retained and used. …”
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