Progress and trends on machine learning in proteomics during 1997-2024: a bibliometric analysis by Chao Tan, Hao Liu, Zhen Zhang, Xinyu Liu, Yinquan Ai, Xiumin Wu, Enlin Jian, Yongyan Song, Jin Yang

“…After data cleaning and de-duplication, analyses were conducted on keyword co-occurrence, citation networks, leading journals, influential authors, and institutional collaboration patterns to construct a comprehensive landscape of ML applications in proteomics.ResultsThe number of publications has grown exponentially since 2010, with an average annual growth rate of 12.53% and a notable surge of 65.14% occurring between 2019 and 2020. …”
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Genome-wide identification of the phosphofructokinase gene family in maize (Zea mays L.) and their expression levels under abiotic stress and phytohormones by Weichao Fu, Delong Fan, Shenkui Liu, Yuanyuan Bu

“…Abstract Background Phosphofructokinase (PFK) is the primary rate-limiting enzyme and regulatory site of the glycolysis process, which is crucial for plant growth and the regulation of stress response. …”
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Modeling Sports Engagement: A Game Refinement Theory Perspective on Game Length and Scoring Frequency by Muhammad Numan, Hiroyuki Iida, Mohd Nor Akma Khalid

“…Soccer, in contrast, exhibits a low scoring rate and a GR value above the ideal range, reflecting higher unpredictability and reduced fairness. …”
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Ensemble Learning-Based Metamodel for Enhanced Surface Roughness Prediction in Polymeric Machining by Elango Natarajan, Manickam Ramasamy, Sangeetha Elango, Karthikeyan Mohanraj, Chun Kit Ang, Ali Khalfallah

“…First, a classifier (Logistic Regression or XGBoost, selected based on performance) categorizes machining data into distinct regimes based on cutting Speed (Vc), feed rate (f), and depth of cut (ap) as inputs. This classification leverages output discretization to mitigate data imbalance and capture regime-specific patterns. …”
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Biogas Production Using Flexible Biodigester to Foster Sustainable Livelihood Improvement in Rural Households by Charles David, Venkata Krishna Kishore Kolli, Karpagaraj Anbalagan

“…The study focuses on optimizing critical parameters, including the input feed rate, gas production patterns, holding time, biodigester health, gas quality, and liquid manure yield. …”
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Predicted impact of mass drug administration on the development of protective immunity against Schistosoma haematobium. by Kate M Mitchell, Francisca Mutapi, Takafira Mduluza, Nicholas Midzi, Nicholas J Savill, Mark E J Woolhouse

“…This implies that disease burden may temporarily increase following discontinuation of treatment, even in the absence of any reduction in the overall transmission rate. If MDA was additionally assumed to reduce transmission, a larger overshoot was seen across a wide range of parameter combinations, including those with longer-lived protective immunity. …”
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Cohort study to characterise surgical site infections after open surgery in the UK’s National Health Service by Julian F Guest, Graham W Fuller, Ben Griffiths

“…SSI onset reduced the 6 months healing rate by a mean of 3 percentage points and increased time to wound healing by a mean of 15 days per wound. …”
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AnimalAI: An Open-Source Web Platform for Automated Animal Activity Index Calculation Using Interactive Deep Learning Segmentation by Mahtab Saeidifar, Guoming Li, Lakshmish Macheeri Ramaswamy, Chongxiao Chen, Ehsan Asali

“…The platform accurately tracked Cobb 500 male broilers from weeks 1 to 7 with a 100% success rate, IoU of 92.21% ± 0.012, precision of 93.87% ± 0.019, recall of 98.15% ± 0.011, and F1 score of 95.94% ± 0.006, based on 1157 chickens. …”
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Improved Distributed Backdoor Attacks in Federated Learning by Density-Adaptive Data Poisoning and Projection-Based Gradient Updating by Jian Wang, Hong Shen, Wei Ke, Xue Hua Liu

“…On COCO dataset, our method achieves 92.44% main task accuracy with 91.68% attack success rate, outperforming DBA by +8.04% MTA and +10.29% ASR. …”
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Association between triglyceride-glucose index and subclinical carotid atherosclerosis in systemic lupus erythematosus: a cohort-based study by Wenhui Xie, Minjie Li, Hong Huang, Yong Fan, Dai Gao, Jiaying Zhang, Zhuoli Zhang

“…Multivariable logistic regression models adjusted for age, sex, body mass index (BMI), comorbidities, low-density lipoprotein cholesterol (LDL-c), statin, and SLE-specific covariates were employed to assess relationships between the TyG index and carotid atherosclerosis/plaque presence.ResultsThe overall rate of carotid atherosclerosis was 10.5% (35/333), with significantly elevated TyG in affected versus unaffected patients (8.77 ± 0.45 vs. 8.45 ± 0.49; p < 0.001). …”
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Dispersion Characteristics of Accidental LPG Release in Marine Engine Room by Phan Anh Duong, Hokeun Kang

“…To evaluate these risks, a computational fluid dynamics (CFD) model was developed to simulate the dispersion behavior of LPG under various leak parameters (size, rate, and direction) and ventilation conditions in congested environments. …”
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Understanding More about Vaping among Asian Adolescents Aged 14-15 Years Old in New Zealand: The ASH Year 10 Snapshot Survey Analysis (2014-2022) by Ko Ko, Christopher Bullen, Joanna Ting Wai Chu, Sally Frances Wong

“…However, vaping prevalence among Asian adolescents was lower and had a slower rate of growth than Non-Asian adolescents. Among Asian major subgroupings, Indian adolescents showed the highest vaping prevalence (ever vaping = 21.1%, 95% CI 18.7 – 23.7 and current vaping = 6.2%, 95% CI 4.8 – 7.8) in 2022 and, in all ethnic groupings, vaping in girls overtook that of boys. …”
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Enhanced air quality prediction using adaptive residual Bi-LSTM with pyramid dilation and optimal weighted feature selection by R. Sudha, Ajith Damodaran, Gunaselvi Manohar

“…The accuracy and precision rate of the proposed model are 95.175% and 87.2%, which is better than traditional air quality prediction models. …”
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Clinical trial registration and publication in acupuncture studies: a systematic review by Yuto Matsuura, Naomi Takazawa Welch, Tomomi Sakai, Kiichiro Tsutani

“…However, the fully published papers rate is low at 10%. The publication of results of acupuncture clinical trials should also be rigorously mandated. …”
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Histological comparison between irradiated and non-irradiated breasts in breast reconstruction by Alberto Benedik, Ronan Caputi Silva Dias, Amanda Costa Campos, Carolina Oliveira Paranagua Castro, Marcela Caetano Cammarota, José Carlos Daher

“…Radiotherapy, an adjuvant strategy, provides favorable outcomes by reducing the rate of recurrence of the disease. This study aimed to compare histological differences between irradiated and non-irradiated breasts in the same patient. …”
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Combined method for acoustic cavitation research by A. V. Kotukhov, V. S. Gavrilyuk, V. S. Minchuk, N. V. Dezhkunov

“…Technical characteristics of the installation allow you to adjust the rate of development of the cavitation region by varying the duration and period of the ultrasound pulses. …”
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Importance and Techniques of Water Harvesting Systems by Ali Kaan Yetik, Burak Şen

“…With the continuous increase in population and with climate change problems occur in terms of both consumption rate and usage patterns of water resources. It is becoming increasingly important to apply and research methods that can solve these problems all over the world. …”
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Adaptive Quantum-Inspired Evolution for Denoising PCG Signals in Unseen Noise Conditions by Lubna Siddiqui, Ashish Mani, Jaspal Singh

“…The performance metrics utilised were Scale-Invariant Signal-to-Distortion Ratio (SI-SDR), Signal-to-Noise Ratio (SNR), Peak Signal-to-Noise Ratio (PSNR), Correlation Coefficient (CC) and Zero Crossing Rate (ZCR). The results demonstrate that the proposed algorithm achieved a 25% improvement in the SI-SDR metric in highly noisy environments for pathological PCG signals. …”
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Classifying and Characterizing the Evolution of the Minimum Orbit Intersection Distance for Near-Earth Asteroids by Shoucun Hu, Yuanyuan Chen, Xinran Li, Xiuhai Wang, Xuefeng Wang

“…A database incorporating these parameters and the MEI values is therefore established for the cataloged NEAs, enabling the derivation of statistically constrained upper bounds for the secular MOID drift rate as a function of the semimajor axes. Finally, some special orbital configurations and dynamical mechanisms that may lead to a large deviation from the linear fit or multiple orbit crossings are also investigated, indicating the intricate nature in the patterns of MOID evolution for some NEAs.…”
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Agglomerations of The Stavropol Region: Comparison of Spatial and Demographic Dynamics by V. M. Eshrokov, A. A. Cherkasov, N. V. Sopnev

“…In the course of the study, the authors analyze the birth rate, mortality, natural population growth, migration processes, population dynamics, and the ethnic composition of the population of each agglomeration of the Stavropol Territory. …”
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