Machine Learning-Based Prediction of Unplanned Readmission Due to Major Adverse Cardiac Events Among Hospitalized Patients with Blood Cancers by Nguyen Le BPharm, Sola Han PhD, Ahmed S. Kenawy MS, Yeijin Kim MS, Chanhyun Park PhD

“…The SuperLearner algorithm was used for stacking models. Cost-sensitive learning addressed data imbalance, and hyperparameters were tuned using 5-fold cross-validation with Optuna framework. …”
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Low-carbon, environment-friendly, ultrahigh-filled wood flour/polyethylene composites: Effects of wood flour content and compatibilizer on mechanical properties, creep resistance,... by Haitao Fu, Jianxiu Hao, Mengyuan Dun, Ligang Zhang, Haigang Wang, Shujin Kan

“…Increasing the amount of cheap and renewable wood flour (WF) in traditional wood–plastic composites (WPCs) can effectively enhance the cost performance and competitiveness of WPCs. This strategy aligns with global goals for sustainable and efficient resource use and carbon neutrality. …”
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Recent advance in Mn-based Li-rich cathode materials: Oxygen release mechanism and its solution strategies based on electronic structure perspective, spanning from commercial liqui... by Ning Wang, Jiaxuan Yin, Haoran Li, Tiancheng Wang, Shengrui Cui, Wenchao Yan, Wei Liu, Yongcheng Jin

“…Mn-based Li-rich layered oxides, among the various types of cathode materials, possess outstanding merits such as high energy density, low cost, and environmentally friendly, which make them the most promising commercial cathode materials for LIBs. …”
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Optimized stress-strain modeling of eco-friendly fiber-reinforced concrete members using meta-heuristic algorithms by Sawsan Akram Hassan, Mahir M. Hason, Ammar N. Hanoon, Ali A. Abdulhameed

“…It reduces the fears concerning energy utilization, raw materials, and mass-produced cost of common concrete. Several stress-strain models documented in the literature can be utilized to estimate the ultimate strength of concrete components reinforced with fibers. …”
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Experimental analysis of hydrogen sulfide removal from biogas using a biofilter containing cellular concrete waste and biochar by Kamyab Mohammadi, Rasa Vaiškūnaitė

“…These findings suggest that hybrid biofilters incorporating waste-derived materials provide an environmentally sustainable and cost-effective alternative for biogas purification compared to conventional chemical and physical methods. …”
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Benthic diel oxygen variability and stress as potential drivers for animal diversification in the Neoproterozoic-Palaeozoic by Emma U. Hammarlund, Anuraag Bukkuri, Magnus D. Norling, Mazharul Islam, Nicole R. Posth, Etienne Baratchart, Christopher Carroll, Sarah R. Amend, Robert A. Gatenby, Kenneth J. Pienta, Joel S. Brown, Shanan E. Peters, Kasper Hancke

“…Under these conditions, a population-and-phenotype model further show that the benefits of efficient cellular oxygen sensing that can offer adaptations to stress outweigh its cost. Since diurnal benthic redox variability would have expanded as continents were flooded in the end-Neoproterozoic and early Palaeozoic, we propose that a combination of physiological stress and ample resources in the benthic environment may have impacted the adaptive radiation of animals tolerant to oxygen fluctuations.…”
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A New Modeling Method for Meteorological Information of Regional Distributed Photovoltaic Power Generation Based on Multi‐Source Information Fusion by Yuhang Wang, Dengxuan Li, Wenwen Ma, Xi Zhang, Honglu Zhu

“…Consequently, developing effective, reliable, and cost‐efficient meteorological information computation methods for DPV has become a critical research focus. …”
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MANAGERIAL EMOTIONAL INTELLIGENCE AND STRATEGIC MANAGEMENT ACCOUNTING PRACTICES OF PHARMACEUTICAL INDUSTRIAL GOODS COMPANIES IN KWARA STATE by Muhammed Lawal Subair, Ezekiel Aiyenijo Adigbole, Kolawole Abdulgafar Mohammed

“…Primary data used for the study were collected with the use of questionnaire administration to the cost accountants, management accountants, internal auditors, production managers, sales managers and finance directors of the studied firms. …”
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Prospective evaluation of artificial intelligence (AI) applications for use in cancer pathways following diagnosis: a systematic review by Ajay Aggarwal, Ophira Ginsburg, Richard Sullivan, Andrew Hope, Peng Yun Ng, Sheba Macheka

“…Despite recent uptake in AI research and adoption, the extent to which it improves quality, efficiency and equity of care beyond cancer diagnostics is uncertain to date.Interventions We appraised all studies using Risk of Bias Assessment of Randomised Controlled Trials (ROB­2) and Risk of Bias In Non­randomised Studies- of Interventions (ROBIN­I) quality assessment tools, as well as implementational analysis concerning time, cost and resource, to ascertain the quality of clinical evidence and real-world feasibility of AI.Results The results revealed that the majority of AI oncological research remained experimental without prospective clinical validation or deployment. …”
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Research on Multi-objective Shielding Intelligent Optimization Method Based on Non-dominated Sorting Genetic Algorithm NSGA-Ⅲ by WANG Mengqi, ZHENG Zheng, MEI Qiliang, PENG Chao, GAO Jing, ZHOU Yan

“…The evaluation metrics are comprehensive and include parameters such as shield thickness, total weight, cumulative dose rate and economic cost. The results of the study show that the solutions optimized by the intelligent multi-objective shielding optimization method exhibit unique properties. …”

Exploring Augmented Reality for Dental Implant Surgery: Feasibility of Using Smartphones as Navigation Tools by Richard Mosch, Vasilios Alevizakos, Dragan Alexander Ströbele, Marcus Schiller, Constantin vonSee

“…Traditional guidance methods, such as static drilling guides and dynamic navigation systems, have improved accuracy but are limited by high costs, rigidity, and reliance on specialized hardware. …”
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Assessing the spatial variability of soil properties in the semiarid areas of Hintalo Wejerat District, Tigray region, Ethiopia by Abeba Nigussie Retta, Fassil Kebede, Mitiku Haile, Girmay Gebresamuel, Amanuel Zenebe, Gebreyohannes Girmay

“…Future studies should focus on soil spectroscopy and geostatistical models due to the high cost of soil wet chemistry and environmental pollution.…”
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Mind the perception gap: Identifying differences in views among stakeholder groups of shared mobility services through bayesian best-worst method by Ehsan Amirnazmiafshar, Marco Diana

“…For scooter-sharing, policy-makers underestimate trip-related characteristics, such as travel time and departure time, while overestimating travel cost and user-friendliness compared to non-users. …”
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Surgical Theater, a Novel Technology, Enhances 3-dimensional Mapping for Robotic-assisted Deep Inferior Epigastric Perforator Free Flap by Suphalerk Lohasammakul, MD, Mandy Flor, MD, Clarissa Hoye, Kongkrit Chaiyasate, MD, FACS, Jesse C. Selber, MD, MPH, MHCM, FACS

“…The potential use of multiple surgical services makes the capital expense cost-effective.…”
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Development of a Univariate Membrane-Based Mid-Infrared Method for Protein Quantitation and Total Lipid Content Analysis of Biological Samples by Ivona Strug, Christopher Utzat, Amedeo Cappione, Sara Gutierrez, Ryan Amara, Joseph Lento, Florian Capito, Romas Skudas, Elena Chernokalskaya, Timothy Nadler

“…Overall, the simplified application and analysis system provides a more cost-effective alternative to high-throughput IR systems for research laboratories with minimal throughput demands. …”
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Molecular Dynamics Simulation of Thermal and Irradiation Creep Behavior of FeCrAl Alloy for Nuclear Fuel Cladding by Bei CAO, Wenxiu BAI, Huan YAO, Junmei WU, Chunyu YIN, Ping CHEN

“…There are fewer studies related to the thermal and irradiation creep of FeCrAl alloys due to the high cost, long cycle time and difficult testing of neutron irradiation. …”
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Choice Between Free Combination of Antihypertensive Agents and Fixed Dosed Combinations in the Treatment of Arterial Hypertension by O. S. Levchenkova, R. R. Galimulina, B. R. Komev, K. D. Zagnet

“…Analysis of elibrary and PubMed publications in the period mostly from 2014 to 2024 concerning the choice of two-component combined antihypertensive agents containing renin-angiotensin system inhibitor and diuretic or calcium channel blocker, revealed that fixed-dose combinations (FDC) use and taking one tablet once a day improves adherence to treatment and facilitates blood pressure control. Although the cost of FDC containing the renin-angiotensin-aldosterone system inhibitor and a thiazide/thiazide-like diuretic or calcium channel blocker is in most cases higher than the same drugs taken separately, the use of fixed combinations, increasing patient adherence to therapy, has clinical advantage in terms of the effectiveness of lowering blood pressure, which confirms their economic feasibility. …”
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Predictive modeling for rework detection in sustainable building projects by AbdulLateef Olanrewaju, Kafayat Shobowale

“…The research finds the degree of variation, the characteristics of the client involved, the extent of time and cost overruns experienced during project execution, adherence to performance specifications, the classification of contractors engaged, the size of the projects, and the experience of clients with the nuances of the construction sector were the main predictors of reworks. …”
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Optimizing photovoltaic efficiency in CZTS solar cells by investigating the role of different advanced materials as back surface field layer by Kamal Zeghdar, Siham Mansouri, Lakhdar Dehimi, Fortunato Pezzimenti, Magda H. Abdellattif, Abdullah M. S. Alhuthali, Chaitany Jayprakash Raorane, R. Balachandran, M. Khalid Hossain

“…Abstract The fast development of renewable resources requires high-performance and low-cost photovoltaic technologies. CZTS-based solar cells are promising candidates because of the earth-abundant materials and tunable bandgap. …”
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POC CD4 Testing Improves Linkage to HIV Care and Timeliness of ART Initiation in a Public Health Approach: A Systematic Review and Meta-Analysis. by Lara Vojnov, Jessica Markby, Caroline Boeke, Lindsay Harris, Nathan Ford, Trevor Peter

“…We also carried out a non-systematic review of the literature observing that POC CD4 increased the projected life expectancy, was cost-effective, and acceptable.<h4>Conclusions</h4>POC CD4 technologies reduce the time and increase patient retention along the testing and treatment cascade compared to conventional laboratory-based testing. …”
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