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Long-term comparative analysis of machine learning models: A deep dive into applications of artificial intelligence for enhancing photovoltaic performance prediction
Published 2025-09-01“…The predictive models developed herein can support enhanced PV system design, the prediction of soiling effects using environmental data, optimized dust removal methods and cleaning schedules, and data-driven energy policy planning.…”
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ML Auditing and Reproducibility: Applying a Core Criteria Catalog to an Early Sepsis Onset Detection System
Published 2025-01-01“…In the perturbation experiment, the model showed an AUC of 0.799 (95% CI, 0.756-0.843) with modified input data in contrast to an AUC of 0.788 (95% CI, 0.743-0.833) with original input data, when trained on the AUMC dataset and validated externally. …”
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Willingness, perceived barriers and motivators in adopting mobile applications for health-related interventions among older adults: a scoping review protocol
Published 2020-03-01“…Engagement with relevant stakeholders will be carried out to gain more insights into our data from different perspectives.Ethics and dissemination Since the data used are from publicly available sources, this study does not require ethical approval. …”
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Application of iso-frequency extractions and spectral frequency blending in hydrocarbon delineation of thin-pay and thick-pay reservoirs, Niger Delta Basin
Published 2025-06-01“…Delineation of hydrocarbon-bearing sands and the extent of accumulation using seismic data is a reoccurring challenge for many fields. …”
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Managing IoT and Mass Communication in 6G: Strategies for Low Latency Real-Time Applications through Proximity-Based Request Handling
Published 2023-07-01“…Within the IoT domain, particularly under the 6G framework, certain applications necessitate real-time operation and thus warrant prioritization over others in terms of communication and data transmission. …”
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Navigating next-gen nutrition care using artificial intelligence-assisted dietary assessment tools—a scoping review of potential applications
Published 2025-01-01“…AI-assisted tools can be user-friendly and provide accurate dietary data. Hence, this review aimed to explore the applications of AI-assisted dietary assessment tools in real-world settings that could potentially enhance Next-Gen nutrition care delivery.Materials and methodsA total of 17,613 original, full-text articles using keywords such as “artificial intelligence OR food image analysis OR wearable devices AND dietary OR nutritional assessment,” published in English between January 2014 and September 2024 were extracted from Scopus, Web of Science, and PubMed databases. …”
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BERT and BERTopic for screening clinical depression on open-ended text messages collected through a mobile application from older adults
Published 2025-06-01“…Methods We collected the data regarding stress and depressive symptoms through our mobile application. …”
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Advancements and gaps in natural language processing and machine learning applications in healthcare: a comprehensive review of electronic medical records and medical imaging
Published 2024-12-01“…This article presents a thorough examination of the progress and limitations in the application of Natural Language Processing (NLP) and Machine Learning (ML), particularly Deep Learning (DL), in the healthcare industry. …”
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