Multiple deep learning models based on MRI images in discriminating glioblastoma from solitary brain metastases: a multicentre study by Chao Kong, Ding Yan, Kai Liu, Yong Yin, Changsheng Ma

“…Conclusions A combination of multi-sequence MR images and a deep learning model can efficiently identify glioblastoma and solitary brain metastases preoperatively, and the deep learning model 3D ResNet-18 has the highest efficacy in identifying the two types of tumours.…”
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The Specific Features of an Early Period after Minimally Invasive Cardiac Surgery by V. A. Shmyrev, D. N. Ponomarev, P. P. Perovsky, A. V. BogachevProkofyev, I. A. Kornilov, V. V. Lomivorotov

“…It is necessary to analyze the longterm results of treatment for the reasonable evaluation of the efficiency and expediency of using this procedure.…”
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Exploring <i>Helianthus</i> Species for Resilience to Drought During the Critical Reproductive Stage by Jelena Jocković, Nada Grahovac, Željko Milovac, Milan Jocković, Siniša Jocić, Ana Marjanović Jeromela, Sandra Cvejić

“…In contrast, <i>Helianthus debilis</i> demonstrated lower reproductive efficiency, with a higher percentage of empty achenes. …”
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Frequency Down-Conversion of Dual-Wavelength Raman Fiber Laser in PPLN-Based Optical Parametric Oscillator by Peng Wang, Xi Cheng, Xiao Li, Xiaojun Xu, Kai Han, Jian Chen

“…The DW idler power ranged from 3.94 to 7.78 W in the latter two stages. The power and efficiency characteristics in frequency conversion processes of 1060- and 1111-nm pump beams were also analyzed separately.…”
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Analyzing the Environmental Impacts and Empirical Limitations of Green Remodeling with Life Cycle Assessment by Jaemoon Kim, Wonkyeong Ko, Jaehee Kim, Jiyeon Byun, Seonghoon Nam, Subin Jeong

“…When EPD materials were applied, the efficiency of reduction improved by an additional 0.6%, indicating a minimal application effect. …”
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Clinical, Research, and Educational Applications of ChatGPT in Dentistry: A Narrative Review by Francesco Puleio, Giorgio Lo Giudice, Angela Mirea Bellocchio, Ciro Emiliano Boschetti, Roberto Lo Giudice

“…In conclusion, while ChatGPT offers numerous benefits in terms of efficiency and scalability, further research and development are needed to address these limitations, particularly in areas requiring greater precision, ethical oversight, and specialized expertise.…”
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Beyond realism: Rethinking VR design for optimal learning in technical and vocational secondary education by Charlotte Larmuseau, Laetitia De Leersnijder, Tijs Rotsaert, Carl Boel, Jelle Demanet, Tammy Schellens

“…The study underscores the need for VR environments that balance immersive features with cognitive efficiency to optimize learning. Future research should focus on dynamic interactions and task complexity to further investigate these mechanisms.…”
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The effect of selective quinoa varieties (Chenopodium quinoa willd.) on in vitro rumen fermentation and methane production by Ewa Pecka-Kiełb, Bożena Króliczewska, Barbara Król, Maja Słupczyńska, Józef Sowiński, Andrzej Zachwieja, Jowita Kaszuba, František Zigo

“…The study compared the effects of three quinoa varieties, Titicaca (QA), Vikinga (QB), Zeno (QC) with those of other regularly used forages: whole wheat crop (WWC), alfalfa forage (AF), mixed grass forage (FG), on in vitro gas production, methane (CH4) emission, pH, volatile fatty acid concentrations, utilization index, and fermentation efficiency factor using cow rumen fluid. The fermentation of 1 g of WWC, AF, FG, QA, QB, or QC substrates was conducted in vitro under anaerobic conditions using the ANKOM RF system. …”
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A Novel Robotic-Assisted Rehabilitation System for Elbow Fracture: Design and Full-Cycle Rehabilitation Strategy by Qianze Helian, Jiade Chang, Zhiyuan He, Tao Sun

“…In addition, experimental results in three rehabilitation modalities confirmed the system&#x2019;s feasibility and efficiency for postoperative elbow fracture management.…”
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Correction of the Fibrinolytic Type of the Disseminated Intravascular Coagulation Syndrome in the Early Postoperative Period by S. V. Sinkov, I. B. Zabolotskikh, Ye. V. Polin, L. Ye. Averyanova

“…Objective: to comparatively evaluate the efficiency and safety of trasylol and aprotex used in the treatment of the fibrinolytic type of disseminated intravascular coagulation (DIC) syndrome after long abdominal operations.Materials and methods. …”
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Does the Fatigue Induced by a 30-Minute Run Affect the Lower Limb Acceleration Spikes’ Asymmetries? by Gabriel Delgado-García, Isabel M. Martín-López, Fulgencio Soto-Méndez, Arturo Quílez-Maimón, Salvador Boned-Gómez

“…These findings should be considered, as greater asymmetries are related to overuse injuries and lower efficiency. Also, in studies focusing on running mechanics with fatigue, it is recommended that researchers collect data from both limbs, and not only from the right (dominant) leg.…”
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Carbonaceous Materials as Anodes for Lithium-Ion and Sodium-Ion Batteries by Koorosh Nikgoftar, Anil Kumar Madikere Raghunatha Reddy, Mogalahalli Venkatashamy Reddy, Karim Zaghib

“…In recent years, extensive research has been conducted to enhance the efficiency of anodes and, ultimately, the overall performance of batteries. …”
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Analyzing Breathing Patterns in the Breaststroke Technique Through Dual-Media Kinematics and Fractal Dimension by Miriam Alves, Pedro Fonseca, Aléxia Fernandes, André V. Brito, Tiago M. Barbosa, João Paulo Vilas-Boas

“…The most hydrodynamic swimming position occurs with the head submerged, highlighting the benefit of reduced breathing frequency for efficiency. This study aimed to characterize and compare kinematics between two breaststroke breathing patterns—breathing every cycle and breathing every two cycles—while also analyzing intra-cyclic velocity variation (<i>dv</i>) and fractal dimension. …”
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Is European current climate regulation strategy feasible? A comparative analysis of “Fit for 55” green transition package for V4 and LEU4 by Jacek Brożyna, Jintao Lu, Wadim Strielkowski

“…However, the feasibility of these targets varies across Member States due to the differences in economic structures, energy mixes, and policy frameworks. …”
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Drying kinetics and stability of fatty acids in grape pomace seeds under mild thermal conditions by Rudonja Nedžad R., Zlatanović Ivan J., Vujović Dragan S., Sekar Subramani, Jeyachristy Sam Annie, Gligorević Kosta B.

“…Effective moisture diffusivity values varied considerably among cultivars, reflecting differences in pomace structure and seed composition. …”
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Randomized controlled trial comparing open anterograde anatomic radical retropubic prostatectomy with retrograde technique by Fabricio B. Carrerette, Daniela B. Rodeiro, Rui T.F. Filho, Paulo A. Santos, Celso C. Lara, Ronaldo Damião

“…Conclusion: The anterograde method displayed increased efficiency in reducing complications, compared to the retrograde technique.…”
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Dual-Wavelength Mid-Infrared Generation Using Intracavity Stimulated Raman Scattering of PPLN by Peng Wang, Xi Cheng, Xiao Li, Xiaojun Xu, Kai Han, Jian Chen

“…The slope and conversion efficiency of DFG and OPO processes was also discussed separately.…”
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Numerical investigation of electro-conjugate fluid micro-pump under the effects of downstream angle and the negative electrode width by Van Tran Do, The Khanh Lai, Toan Thang Vu, Thi Anh Nguyen, Ich Long Ngo

“…The maximum efficiency of such an ECF micro-pump was 7.4% at φ0 = 8 kV and Lc = 2.0. …”
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Shock load effects on WWTP performance under low loads following capacity expansion for combined sewer overflow control by Xiaomeng Han, Tianyue Yu, Weigang Wang, Shihu Shu, Yanping Zhu, Hui Li, Caihao Hu

“…Nevertheless, R2 experienced reduced COD, NH4+-N and TN removal efficiency, along with fluctuations in sludge concentration, activity, floc size, soluble microbial products (SMP), and extracellular polymeric substances (EPS). …”
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Genetic adjuvants: A paradigm shift in vaccine development and immune modulation by Karina Spunde, Ksenija Korotkaja, Irina Sominskaya, Anna Zajakina

“…New genetic/nucleic acid vaccine formulations like plasmid DNA and mRNA showed efficiency and safety in preclinical and clinical studies; however, they demand innovative adjuvants because their mechanism of action differs from traditional protein vaccines. …”
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