Digitization of Medical Device Displays Using Deep Learning Models: A Comparative Study by Pedro Ferreira, Pedro Lobo, Filipa Reis, João L. Vilaça, Pedro Morais

“…With the growing number of patients living with chronic conditions, there is an increasing need for efficient systems that can automatically capture and convert medical device readings into digital data, particularly in home-based care settings. …”
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Development and Optimization of a Novel Deep Learning Model for Diagnosis of Quince Leaf Diseases by A. Naderi Beni, H. Bagherpour, J. Amiri Parian

“…The indices obtained from the confusion matrices indicated that Inception-ResNet-v2 and ResNet-101 achieved accuracies of 79% and 72%, respectively. While all models exhibited promising efficiency in classifying leaf diseases, the proposed shallow CNN model stood out with an impressive accuracy of 91%, marking it as the most effective solution. …”
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Aquatic Environment and Nitrogen and Phosphorus Balance in Micropterus salmoides Culture Under Biofloc Model by Yuqin JIN, Shunlong MENG, Huimin XU, Chao SONG, Limin FAN, Liping QIU, Dandan LI

“…The absolute and relative utilization rates of nitrogen in the biofloc group were (44.17±1.53)% and (50.69±1.87)%, respectively, which were higher than those of the blank group (43.04±1.42)% and (47.51±1.60)%; however, none of the differences were significant (P > 0.05); whereas the absolute and relative utilization rates of phosphorus in the biofloc group were (17.41±0.14)% and (18.87±0.20)%, respectively, which were significantly higher than (13.06±0.36)% and (13.59±0.38)% in the blank group (P < 0.05).These results indicate that the biofloc model of M. salmoides culture can regulate the aquaculture water quality, reduce nitrogen and phosphorus accumulation, and improve nitrogen and phosphorus utilization efficiency by aquaculture organisms with ecological benefits, which is crucial for promoting the healthy and green development of aquaculture in China.…”
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MACRO ECONOMIC VARIABLES AND NIGERIA AGRICULTURAL TRADE FLOWS: A GRAVITY MODEL ANALYSIS APPROACH by Ahmed Olugbenga BUSARI, Adetunji Lawrence KEHINDE

“…Thus, effective and efficient monetary and fiscal policies to monitor exchange and export tax in the economy and improved bilateral trade agreements will ensure a friendly macro-economic environment that will stimulate mutual benefits from agricultural trade for both partners.…”
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Forecasting Container Throughput of Singapore Port Considering Various Exogenous Variables Based on SARIMAX Models by Geun-Cheol Lee, June-Young Bang

“…Results indicated that the SARIMAX model, particularly when incorporating WTI prices and China’s export volume, outperformed other models in terms of forecasting accuracy, such as Mean Absolute Percentage Error (MAPE).…”
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The value-added model of the supply chain of petrochemical industries with a sustainable development approach by ali amiri, seyed abbas heydari, vahidreza Mirabi

“…The benefits of using this model include improving efficiency and reducing waste in the supply chain, improving communication and coordination between supply chain members, and increasing the competitiveness of companies (Duncan et al, 2019). …”
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Caractérisation des modèles types de chaînes de valeur de la biomasse forestière by Ayaovi Locoh, Évelyne Thiffault, Simon Barnabé, Luc Bouthillier

“…It has been possible to discover five typical value of chain models. Currently, within the region, wood chips are the most widely used fuel after conventional wood pellets. …”
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A conceptual mechanistic model of amino acid fluxes in the small intestine, taking the example of pig by C.J.J. Garçon, N. Le Floc’h, Y. Mercier, J. van Milgen

“…This value, which is referred to as first-pass metabolism, seems high in relation to the overall efficiency of AA use considered in growth models. Experimental studies of first-pass metabolism are complicated due to the presence of numerous metabolic fluxes in the intestine and to the dynamics of digestion and absorption. …”
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Risk Analysis of Ship Collision and Modelling of Oil Spill Trajectory Study Case : Dumai Port by Fariz Maulana Noor, Dhimas Widhi Handani, Muryadin Muryadin, Dian Purnama Sari, Rio Dwi Sakti Wijaya, Dimas Fajar Prasetyo, Nanang Setiyobudi, Arfis Maydino Firmansyah Putra, Arga Iman Malakani, Mohamad Imam Afandi

“…In the 1.5 m modeling, the crude oil model had 29% floating, and the product oil model had 16.2% floating. …”
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Determinants of foreign portfolio ınvestments: a panel ARDL model application to BRICS countries and Türkiye by kudbeddin şeker

“…Foreign portfolio investments can contribute to a country's financial system by enhancing capital mobility and market efficiency. In this study, the internal and external factors affecting foreign portfolio investments were analyzed using the Panel ARDL model for the BRICS countries and Türkiye. …”
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Enhanced forecasting of rice price and production in Malaysia using novel multivariate fuzzy time series models by Muhammad Bilal, Masad A. Alrasheedi, Muhammad Aamir, Saleem Abdullah, Siti Mariam Norrulashikin, Reza Rezaiy

“…The proposed method(s) especially with the usage of Trapezoidal Fuzzy Numbers (TrFNs) have commendable accuracy with great future forecasts over the VAR model. The model selection was made by the least MAPE with the corresponding highest Relative Efficiency as criteria. …”
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IMix: a user-friendly application for source partitioning using stable isotopes by Wenchen Song, Fei Li, Chuyang Luo

“…The use of IMix for the calculation of isotope mixing models can significantly enhance research efficiency.…”
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Determination of the main factors of the gross regional product level by econometric modeling methods for the totality of regions of the Russian Federation by Yu. S. Ivchenko

“…The purpose of the research is to identify factors that determine the level of gross regional product, using the construction of econometric models. In terms of the economic theory the volume of gross added value of the region depends on existence of resources, efficiency of use of resources, level of effective demand for the consumption of gross added value, level of export, structure of the regional economy. …”
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Wine economy in Byzantine Shivta (Negev, Israel): Exploring the role of runoff agriculture and droughts through Agent-Based Modeling. by Barak Garty, Gil Gambash, Sharona T Levy, Guy Bar-Oz

“…The results show that higher runoff ratios improve yield efficiency, while excessive runoff ratios diminish productivity. …”
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A Comparative Analysis of Machine Learning Models for Predicting EFL Student Language Performance in Smart Learning Environments by Banchakarn Sameephet, Wirapong Chansanam, Mahboubeh Rakhshandehroo, Chawin Srisawat, Kittichai Nilubol, Arnon Jannok, Bhirawit Satthamnuwong, Kornwipa Poonpon

“…These models can efficiently capture complex relationships in educational data. …”
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Multimodal Livestock Operations Analysis Using Business Process Modeling: A Case Study of Romanian Black Sea Ports by Catalin Popa, Ovidiu Stefanov, Ionela Goia

“…Key findings indicate that improving ramp availability, automating document verification, and implementing RFID-based animal tracking systems could significantly enhance operational efficiency. By integrating workflow models, real-time monitoring, and simulation-based optimization, the study offers a comprehensive framework for streamlining multimodal livestock transportation. …”
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Analysis of Seaweed Chips Business Feasibility (Case Study on "NORIbet" Seaweed Processed MSMEs in the City of Bandung, West Java) by Ristiafani, Ine Maulina, Emma Rochima, Iwang Gumilar

“…Indonesia is the world’s largest producer of seaweed, contributing 16.2% to the global market, yet most of its seaweed is still exported in raw form. This limits added value creation and hinders the growth of micro, small, and medium enterprises (MSMEs). …”
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PIRO: A web-based search platform for pathology reports, leveraging large language models to generate discrete searchable insights by Scott Robertson, Venkata Koppireddy, Jeremy Cumbo, Hooman Rashidi, Samer Albahra

“…PIRO's capabilities extend to case cohort building, search result export, and secure access control within the institutional network. …”
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Economic Development of the Latin American Integration Association: Trends and Prospects by M. N. Tolmachev, E. V. Nikiforova, A. P. Tsypin

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A Robust-Based Home Energy Management Model for Optimal Participation of Prosumers in Competitive P2P Platforms by Alaa Al Zetawi, Marcos Tostado-Véliz, Hany M. Hasanien, Francisco Jurado

“…This paper addresses this issue by developing a home energy management model for optimal participation of prosumers in competitive P2P platforms. …”
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