Regularized Kaczmarz Solvers for Robust Inverse Laplace Transforms by Marta González-Lázaro, Eduardo Viciana, Víctor Valdivieso, Ignacio Fernández, Francisco Manuel Arrabal-Campos

“…Quantitative evaluation via mean squared error (MSE), Wasserstein distance, total variation, peak signal-to-noise ratio (PSNR), and runtime demonstrates that Wasserstein–Kaczmarz attains an optimal balance of speed (0.53 s per inversion) and accuracy (MSE = <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><mn>4.7</mn><mo>×</mo><msup><mn>10</mn><mrow><mo>−</mo><mn>8</mn></mrow></msup></mrow></semantics></math></inline-formula>), while TRAIn achieves the highest fidelity (MSE = <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><mn>1.5</mn><mo>×</mo><msup><mn>10</mn><mrow><mo>−</mo><mn>8</mn></mrow></msup></mrow></semantics></math></inline-formula>) at a modest computational cost. These results elucidate the inherent trade-offs between computational efficiency and reconstruction precision and establish regularized Kaczmarz solvers as versatile, high-performance tools for ill-posed inverse problems.…”
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Effectiveness of Kangaroo Mother Care in enhancing survival and health outcomes among preterm neonates in a resource-limited tertiary care setting by Rubina Akhtar, Rukhsana Karim, Syeda Sitwat Fatima, Sabah Safdar

“…Conclusion: KMC is an effective intervention for improving survival, weight gain, and reducing morbidity in preterm neonates. It offers a low-cost, resource-efficient alternative to conventional neonatal care and should be widely implemented in resource-limited settings to reduce neonatal mortality.…”
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Fusion of Multimodal Audio Data for Enhanced Speaker Identification Using Kolmogorov-Arnold Networks by Aryaman Tamotia, Dhruv Shantu Karmokar, Rethi Komal, K. Khadar Nawas, A. Shahina, A. Nayeemulla Khan

“…Although the classical deep learning methods are effective, they have rather high computational cost, which leads to usually cumbersome parameter tuning processes and hence reduce their applicability to real-world deployments. …”
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Electrocardiograph analysis for risk assessment of heart failure with preserved ejection fraction: A deep learning model by Zheng Gao, Yuqing Yang, Zhiqiang Yang, Xinyue Zhang, Chao Liu

“…Conclusions The DLM offers an accurate, cost‐effective tool for HFpEF risk assessment, potentially facilitating early detection and improved clinical management.…”
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Selective protection of cereals using artificial neural networks by Wiesław Golka, Magdalena Szechyńska-Hebda, Jolanta Kowalska, Adrian Golka, Robert Grolik, Magdalena Jakubowska, Mateusz Góra, Aleksander Bomberski

“…It is underlined, that future research should focus on optimizing these technologies, addressing cost barriers, and exploring UAV-based applications for precision spraying and monitoring.…”
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Deep learning approach for automated hMPV classification by Sivarama Prasad Tera, Ravikumar Chinthaginjala, Irum Shahzadi, Priya Natha, Safia Obaidur Rab

“…This reduction in computational cost makes the model suitable for deployment in resource-constrained healthcare environments, where computing power and infrastructure may be limited.…”
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Nuclear medicine in prostate cancer: A new era for radiotracers by Vincenzo Cuccurullo, Giuseppe Di Stasio, Luigi Mansi

“…With respect to PET radiotracers, being ancillary the usefulness of F-18 fluoro-deoxyglucose and not yet demonstrated the cost-effectiveness of F-18 Fluoride respect to BS, the main role is now played by choline derivatives, in particular by 11C-choline and 18F-fluorocholine. …”
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CABAD: A video dataset for benchmarking child aggression recognition by Shehzad Ali, Md Tanvir Islam, Ik Hyun Lee, Mohammad Hijji, Khan Muhammad

“…Against Transformer-based architectures, it offers a 5.8–9.9% gain in accuracy, 14–16.9% lower energy requirements, up to 14.8% less memory usage, and 21%–23% reduction in implementation cost. Compared to the latest SOTA models like VideoMamba and the Taylor-transformed skeleton, CABA_Net improves accuracy by 8.4% and 9.0%, respectively, while maintaining a balanced model size of 282.37 MB, improved scalability (＋6.2%), and lower latency. …”
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Wet Aging USDA Select Beef Strip Steaks: Implications on Consumer Acceptability, Demand, and Product Selection by Anuraj Sukumaran, Caleb Lemley, Chelsie Dahlgren, Derris Burnett, Kalyn B Coatney, Kezia To, Shangshang Wang, Thu Dinh, Wes Schilling, Xue Zhang

“…Under optimal pricing and various cost scenarios, 21 d of aging was the most profitable single product offering only if daily production costs were sufficiently low.…”
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Hyperspectral imaging facilitating resect‐and‐discard strategy through artificial intelligence‐assisted diagnosis of colorectal polyps: A pilot study by Cheng Peng, Chong Xuan Tian, Yijun Mu, Mingjun Ma, Zhenlei Zhang, Meng Wan, Jing Liu, Zhen Li, Xiuli Zuo, Wei Li, Yanqing Li

“…The tool may improve the diagnostic performance of novices and facilitate the application of resect‐and‐discard strategy to decrease the cost.…”
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Determining the Traction Characteristic of a Tractor in Operating Conditions by A. G. Arzhenovskiy, D. S. Kozlov, N. A. Petrishchev

“…However, traction tests require expensive equipment, as well as significant costs and time to prepare and conduct, which leads to their implementation only in the conditions of machine testing stations. …”
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High Mechanical Strength Thin HIT Solar Cells With Graphene Back Contact by Albert S. Lin, Parag Parashar, Chih-Chieh Yang, Wei-Ming Huang, Yi-Wen Huang, Ding-Rung Jian, Ming-Hsuan Kao, Shi-Wei Chen, Chang-Hong Shen, Jia-Min Shieh, Tseung Yuen Tseng

“…The Young&#x0027;s modulus is increased from 93.9 to 140.1 GPa while the ultimate tensile strength is increased from 96.71 to 273.68 MPa. Low-cost chemical exfoliation method and low-temperature (150&#x00A0;&#x00B0;C) spray coating method have been employed for the preparation and deposition of thin graphene back electrode, respectively. …”
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Comparative Study between Ethanolic and β-Cyclodextrin Assisted Extraction of Polyphenols from Peach Pomace by Nada El Darra, Hiba N. Rajha, Espérance Debs, Fatima Saleh, Iman El-Ghazzawi, Nicolas Louka, Richard G. Maroun

“…The present study investigated an eco-friendly and cost-effective method using a GRAS food additive, β-cyclodextrin (β-CD), for the recovery of polyphenols from peach pomace. β-CD assisted extraction of polyphenols was compared to that of conventional solvent (ethanol) extraction at the same concentrations (10 mg/mL, 20 mg/mL, 30 mg/mL, 40 mg/mL, and 50 mg/mL) in terms of quality (antiradical activity) and quantity. …”
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Investigating the Existence of a Cathode Electrolyte Interphase on Graphite in Dual‐Ion Batteries with LiPF6‐Based Aprotic Electrolytes and Unraveling the Origin of Capacity Fade... by Lukas Haneke, Felix Pfeiffer, Katharina Rudolf, Pranti Sutar, Masoud Baghernejad, Martin Winter, Tobias Placke, Johannes Kasnatscheew

“…This study elucidates the presence of a cathode electrolyte interphase (CEI) at graphite positive electrodes (PEs) and assesses its impact on the performance of dual‐ion batteries, being promising candidates for cost‐efficient and sustainable stationary energy storage. …”
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Architecting a Bias‐Free Photoelectrochemical CO2 Reduction System for Sustainable Formic Acid by Yinchao Yao, Zilong Wu, Zhiwei Zhao, Zhiyi Sun, Tiesong Li, Zebiao Li, Xinxin Lu, Zhuo Chen

“…These findings highlight a cost‐effective strategy for solar‐driven liquid fuel production and provide valuable design concepts and insights into the development of photoelectrochemical systems.…”
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11 Using human-centered design to improve cervical cancer screening for people experiencing homelessness by Natalia Rodriguez, Lara Balian, Abigail Higgins, Rebecca Ziolkowski, Kalesia Smith, Bridget Hawryluk, Andrea Kiser, Sarah Wiehe

“…Competing priorities for daily survival, transportation, cost, provider mistrust, stigma, and related trauma were common barriers to screening. …”
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Construction and technical properties of vermiculite concrete and fibro vermiculite concrete with volcanic pumice under the influence of elevated temperatures by T. A. Khezhev, G. N. Khadzhishalapov, A. V. Zhurtov, F. M. Shogenova, A. V. Kalazhokov

“…The research is aimed at the development of vermiculite concrete and fibro vermiculite concrete with volcanic pumice for fire protection of building structures and the manufacture of heat-resistant products and structures. To reduce the cost of vermiculite concrete, its partial replacement with volcanic pumice is proposed. …”
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Prognostic significance of skin autofluorescence in patients undergoing maintenance hemodialysis by Darya Yu. Konovalova, Petr A. Lebedev, Andrey A. Loginov, Raisa A. Povalyaeva, Dmitriy V. Kornilin, Vladimir N. Grishanov, Marina V. Komarova

“…Despite technological advances in recent decades, this high-cost treatment is still associated with a substantial mortality rate. …”
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Predicting ROS1 and ALK fusions in NSCLC from H&E slides with a two-step vision transformer approach by Eghbal Amidi, Mohammadreza Ramzanpour, Ming Chen, Tommy Boucher, Mukund Varma, Timothy Samec, Brian Lamon, Nicolas Stransky, Mark R. Miglarese, Matthew Oberley, David Spetzler, George W. Sledge

“…This framework holds significant potential for clinical application by offering a scalable, accurate, and cost-efficient method for detecting ALK and ROS1 fusions. …”
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The Importance of Telemedicine during COVID-19 Pandemic: A Focus on Diabetic Retinopathy by Raffaele Galiero, Pia Clara Pafundi, Riccardo Nevola, Luca Rinaldi, Carlo Acierno, Alfredo Caturano, Teresa Salvatore, Luigi Elio Adinolfi, Ciro Costagliola, Ferdinando Carlo Sasso

“…Moreover, despite an initial increase for devices and training costs, teleophthalmology demonstrated a good cost-to-efficacy ratio; however, no national screening program has yet focused on DR prevention and diagnosis. …”
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