A Summary of Recent Advances in the Literature on Machine Learning Techniques for Remote Sensing of Groundwater Dependent Ecosystems (GDEs) from Space by Chantel Nthabiseng Chiloane, Timothy Dube, Mbulisi Sibanda, Tatenda Dalu, Cletah Shoko

“…Additionally, it explores different advanced ML algorithms and their applications across various GDE types. The paper also discusses challenges in mapping GDEs and proposes mitigation strategies. …”
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Identification and Expression Analysis of Na⁺/K⁺-ATPase and NKA-Interacting Protein in Ark Shells by Man Song, Xiao Liu, Jie Zhang, Wuping Li, Jingfen Pan, Yanglei Jia

“…Phylogenetic analysis revealed a high degree of conservation in the NKA-α and NKA-β subunits across ark shells, suggesting strong selective pressures to preserve their functionality. …”
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Ga₂O₃-Based Optoelectronic Memristor and Memcapacitor Synapse for In-Memory Sensing and Computing Applications by Hye Jin Lee, Jeong-Hyeon Kim, Seung Hun Lee, Sung-Nam Lee

“…This study presents the fabrication and characterization of a dual-functional Pt/Ga₂O₃/Pt optoelectronic synaptic device, capable of operating as both a memristor and a memcapacitor. …”
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What lurks in the dark? An innovative framework for studying diverse wild insect microbiota by Karol H. Nowak, Emily Hartop, Monika Prus-Frankowska, Mateusz Buczek, Michał R. Kolasa, Tomas Roslin, Otso Ovaskainen, Piotr Łukasik

“…Patterns and drivers differed among microbial functional categories: the distribution and abundance of facultative endosymbionts (Wolbachia, Rickettsia, Spiroplasma) were shaped by host species, genotype, and sex. …”
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Microbially‐Mediated Soil Carbon‐Nitrogen Dynamics in Response to Future Soil Moisture Change by Wanyu Li, Gangsheng Wang, Zirui Mu, Shanshan Qi, Shuhao Zhou, Daifeng Xiang

“…Abstract The interactions between soil carbon and nitrogen (C‐N) processes with environmental factors, particularly soil moisture, are critical to maintaining soil ecosystem functions. However, the lagged effects of future change in soil moisture on soil C‐N dynamics remain poorly understood. …”
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Applicability of the adjusted morbidity groups algorithm for healthcare programming: results of a pilot study in Italy by Roberta Papa, Francesco Balducci, Giulia Franceschini, Marco Pompili, Marco De Marco, Josep Roca, Rubèn González-Colom, David Monterde

“…Their full adoption being limited by technical, functional, and economical factors. This study aims to apply the Adjusted Morbidity Groups (AMG) algorithm in the context of an Italian Region, and evaluate its performance to support decision-making processes in healthcare programming. …”
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Grasp-Dependent Modulations in EEG-EMG Coherence Are Observed in Young but Not Older Adults by Balasubramanian Eswari, Sivakumar Balasubramanian, S. K. M. Varadhan

“…EEG-EMG coherence (Corticomuscular coherence – CMC) reveals the functional connection between the cortical activity and muscle activity during voluntary movements. …”
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Multi-omics integration and machine learning uncover molecular basal-like subtype of pancreatic cancer and implicate A2ML1 in promoting tumor epithelial-mesenchymal transition by Jiachen Ge, Jianping Cai, Gaolei Zhang, Deyu Li, Lianyuan Tao

“…The molecular subtypes were established and validated across 13 independent cohorts utilizing ten distinct classification methods. …”
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Low-intensity blood flow restriction (LI-BFR) and moderate-intensity improves quadriceps strength and thigh circumference in older women by Jonathan Wibisono Tumali, Rwahita Satyawati, Nur Sulastri

“…Weakness and atrophy in the quadriceps femoris lead to decreased functional capacity, heightened fall risk, and increased mortality among older women. …”
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Health risks of climate change in Australia: An umbrella review by Michael Tong, Enembe Okokon, Sotiris Vardoulakis

“…Future risk assessments using standardized methodologies to estimate exposure-response functions for specific health outcomes are warranted. …”
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A comparative cross-sectional study of psychological distress, fatigue, and physical activity in patients with rheumatoid arthritis, systemic lupus erythematosus, and Sjögren's dis... by Sonja Beider, Michael Stephan, Tabea Seeliger, Thomas Skripuletz, Torsten Witte, Diana Ernst

“…IntroductionAnxiety and depression are common in patients with rheumatic diseases, but their impact across conditions like rheumatoid arthritis (RA), systemic lupus erythematosus (SLE), and primary Sjögren's disease (SjD) is still not well understood. …”
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Local management and governance improve natural resource incomes of communal conservancies in Namibia by J. D. Goergen, M. P. Louis, K. F. Kellner, G. J. Roloff, M. Lindeque, J. L. Belant

“…Median management and governance performances across conservancies were only about 50% of their maximum scores, indicating higher income potential with improved performance. …”
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Evaluation of a digital entomological surveillance planning tool for malaria vector control: Three country mixed methods pilot study. by Charlotte Hemingway, Steven Gowelo, Mercy Opiyo, Dulcisaria Marrenjo, Mara Maquina, Blessings N Kaunda-Khangamwa, Lusungu Kayira, Teklu Cherkose, Yohannes Hailemichael, Neusa Torres, Estevao Mucavele, Muanacha Mintade, Baltazar Candrinho, Themba Mzilahowa, Endalamaw Gadisa, Allison Tatarsky, Élodie A Vajda, Emily Dantzer, Edward Thomsen, Michael Coleman, Neil F Lobo

“…<h4>Background</h4>Vector control remains the principal method to prevent malaria transmission and has led to significant reductions in malaria incidence across endemic regions. However, such gains have stagnated, underscoring the need to tailor vector control to local drivers of transmission. …”
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Association of Systemic Immune Inflammation Index with Estimated Pulse Wave Velocity, Atherogenic Index of Plasma, Triglyceride-Glucose Index, and Cardiovascular Disease: A Large C... by Shengjue Xiao, Xiaotong Wang, Gang Zhang, Mingyue Tong, Jian Chen, Yufei Zhou, Qian Ji, Naifeng Liu

“…After adjusting for potential confounders, compared with the lowest quartiles, the odds ratios with 95% confidence intervals for CVD across the quartiles were 0.914 (0.777, 1.074), 0.935 (0.779, 1.096), and 1.112 (0.956, 1.293) for SII index. …”
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Elucidating the role of LGALS3BP in coronary atherosclerosis: integrating bioinformatics and machine learning for advanced insights by Suzhen Zhao, Chuanxin Zhao, Linlin Wang, Baoe Cheng, Man Zheng, Xiuyun Wang

“…Methods We identified LGALS3BP as a central focus through integrative analysis of DEGs across multiple datasets (GSE43292 and GSE9820) from the GEO database, combined with immune-related gene sets from the ImmPort database. …”
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A multiparametric perspective on C6 and F98 cell lines in orthotopic rat models for glioblastoma research by Carlos Caro, Nuria Arias-Ramos, Jesús David Urbano-Gámez, Raquel González-Alday, Pilar López-Larrubia, María Luisa García-Martín

“…These techniques offer comprehensive morphological, functional, and metabolomic insights, enabling the evaluation of critical tumor features, such as vascular permeability, infiltrative capacity, or metabolism, among others. …”
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Design and Evaluation of ADANet: A High-Fidelity Motion Acquisition Framework for Assistive Gesture-Based Interfaces by Md Ettashamul Haque, Atique Tajwar, Akm Azad, Salem A. Alyami, Md Mehedi Hasan

“…Our model was trained on data from 21 healthy participants(12 male &#x0026; 9 female) performing eight functional gestures demonstrate a test accuracy of 84.47%, F1-score of 0.84, and AUC<inline-formula> <tex-math notation="LaTeX">$\geq 0.96$ </tex-math></inline-formula>, outperforming traditional classifiers such as XGBoost, SVM, and KNN across multiple evaluation metrics. …”
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Intravitreal bevacizumab for neovascular age-related macular degeneration by Junn R. Pajarillo, MD, Harvey S. Uy,MD, Milagros H. Arroyo MD, MPH

“…There was a significant increase in the mean visual acuity (p < 0.001) in eyes treated with bevacizumab across all time periods. The average gain at the end of the study was 11.6 letters. …”
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Pseudogenes as Potential Diagnostic, Prognostic and Therapeutic Biomarkers in Colorectal Cancer: A Systematic Review by Ali Asadzadeh, Alireza Zangooie, Parmida Bagheri, Helia Zangooie, Zahra Salehi

“…Pseudogenes have historically been regarded as non‐functional genomic vestiges but have gained recognition for their contributory roles in the oncogenesis of CRC. …”
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FPGA-accelerated SpeckleNN with SNL for real-time X-ray single-particle imaging by Abhilasha Dave, Cong Wang, James Russell, Ryan Herbst, Jana Thayer

“…The original model, which was designed for broader classification across multiple biological samples, comprised ~5.6 million parameters. …”
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