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'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 °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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An FPGA Prototype for Parkinson’s Disease Detection Using Machine Learning on Voice Signal by Mujeev Khan, Abdul Moiz, Gani Nawaz Khan, Mohd Wajid, Mohammed Usman, Jabir Ali

“…This paper proposes an efficient machine learning model for PD detection using voice-based features, which offer a non-invasive, cost-effective, and accessible alternative to complex imaging methods. …”
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A Mobile App–Based Gratitude Intervention’s Effect on Mental Well-Being in University Students: Randomized Controlled Trial by Chloë Fuller, Silvia Marin-Dragu, Ravishankar Subramani Iyer, Sandra Melanie Meier

“…Clinicians could look at incorporating gratitude apps with other mental health treatments or for those waitlisted as a cost-effective and minimally guided option for university students experiencing psychological distress.…”
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Integrating Multiscale Spatial–Spectral Shuffling Convolution With 3-D Lightweight Transformer for Hyperspectral Image Classification by Qinggang Wu, Mengkun He, Qiqiang Chen, Le Sun, Chao Ma

“…However, these accuracy improvements come at the cost of significant demands on storage resources, computational overhead, and extensive training samples. …”
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Patient and Hospital Characteristics Associated with Admission Among Patients With Minor Isolated Extremity Firearm Injuries: A Propensity-Matched Analysis by Arielle C. Thomas, MD, MPH, MS, Regina Royan, MD, MPH, Avery B. Nathens, MD, PhD, Brendan T. Campbell, MD, MPH, Susheel Reddy, MPH, Sarabeth Spitzer, MD, Doulia Hamad, MD, Angie Jang, BA, Anne M. Stey, MD, MSc

“…This was an observational retrospective cohort study of minor isolated extremity firearm injury captured in the Healthcare Cost and Utilization Project State Inpatient and Emergency Department Databases in 6 states (New York, Arkansas, Wisconsin, Massachusetts, Florida, and Maryland) from 2016 to 2017 among patients aged 16 years or older. …”
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Revealing fitness and virulence determinants of hypervirulent Klebsiella pneumoniae during infection in Galleria mellonella using a transposon library by Lisheng Xiao, Zihan Nie, Deyi Zhuang, Yufeng Zhou, Weiwei Zhu

“…Our findings provide gene-level insights for the development of novel strategies to combat K. pneumoniae infections and indicate that G. mellonella is a cost-effective mammalian alternative for investigating bacterial pathogenicity. …”
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