Digital mapping of soil erodibility factor in response to land use change using machine learning models by Wudu Abiye, Orhan Dengiz

“…The superior performance of ANN is attributed to its ability to model complex, non-linear interactions among variables influencing soil erodibility. …”
Get full text

Construction and validation of a predictive model for the risk of malnutrition in hospitalized patients over 65 years of age with malignant tumours: a single-centre retrospective c... by Xuexing Wang, Jie Chu, Chunmei Wei, Jinsong Xu, Yuan He, Chunmei Chen

“…Background Nutritional status is a critical indicator of overall health in individuals suffering from malignant tumours, reflecting the complex interplay of various contributing factors. …”
Get full text

Identification and Evaluation of Indicators of Science, Technology, and Innovation in Policymaking from the Perspective of Experts by Esmaeil Shirali

“…Within the economic category, the indicators for the complexity of the production process average 3.97, the intensity of industrialization averages 3.72, and intellectual property payments average 3.59, indicating their high favorability. …”
Get full text

Machine learning predicts improvement of functional outcomes in spinal cord injury patients after inpatient rehabilitation by Mohammad Rasoolinejad, Irene Say, Peter B. Wu, Xinran Liu, Yan Zhou, Yan Zhou, Nathan Zhang, Emily R. Rosario, Daniel C. Lu, Daniel C. Lu, Daniel C. Lu

“…The study also highlighted the superior ability of tree-based models to capture the complex, non-linear relationships between variables that impact recovery in SCI patients.DiscussionThis research underscores the potential of machine learning models to enhance the accuracy of outcome predictions in SCI rehabilitation. …”
Get full text

Characterization of natural fractures and in-situ stress in high-steep coal-bearing strata in the Midong area in Xinjiang and influence on engineering by Jiawei WU, Jian ZHANG, Yumin LYU, Yanhe ZHU, Cunwu WANG, Yue ZHANG, Silu CHEN, Jingyu ZI

“…The Midong area in Xinjiang is located in the foreland thrust belt of Bogda Mountain on the southern margin of Junggar Basin, with high and steep strata and complex structures. At present, the characteristics of natural fractures and the current in-situ stress and their influence on engineering are unclear, which restricts the efficient development of coalbed methane. …”
Get full text

SMART accelerates rate of cognitive gains in service members with mTBI and PTSD by Erin Venza, Jeffrey S. Spence, Jennifer Zientz, Cole Devlin, Jason Bailie, Jason Bailie, Jason Bailie, Andrew Darr, Andrew Darr, Andrew Darr, Ida Babakhanyan, Ida Babakhanyan, Ida Babakhanyan, Sandra Bond Chapman

“…SMART also demonstrated greater immediate gains in fluency of high-level interpretations compared to SCORE (p = 0.04), reflecting enhanced possibility thinking. PTSD symptom severity was negatively correlated with performance on cognitive measures; however, the cognitive gains were comparable regardless of baseline PTSD symptoms.DiscussionSMART is an efficient and effective CR protocol for improving higher-order cognitive abilities in ADSMs with mTBI, achieving comparable outcomes to SCORE in 60% fewer treatment hours. …”
Get full text

Sensorless real-time solar irradiance prediction in grid-connected PV systems using PSO-MPPT and IoT-enabled monitoring by Ali Zaki Mohammed Nafa, Adel A. Obed, Ahmed J. Abid, Salam J. Yaqoob, Mohit Bajaj, Mohammad Shabaz

“…Abstract Accurate prediction of solar irradiance is vital for optimizing the energy output and operational efficiency of grid-connected photovoltaic (PV) systems, especially under fluctuating environmental conditions. …”
Get full text

FACS-Proteomics strategy toward extracellular vesicles single-phenotype characterization in biological fluids: exploring the role of leukocyte-derived EVs in multiple sclerosis by Maria Concetta Cufaro, Paola Lanuti, Domenico De Bellis, Serena Veschi, Anna Piro, Antonella Fontana, Alice Di Sebastiano, Davide Brocco, Pasquale Simeone, Serena Pilato, Reza M. H. Khorooshi, Valentina Tomassini, Marianna Gabriella Rispoli, Luca Federici, Ilaria Cicalini, Damiana Pieragostino, Piero Del Boccio

“…These findings indicate the complex interplay between inflammation and angiogenesis in RRMS. …”
Get full text

Constitutive model of metal rubber material considering plastic accumulation behavior by FENG Zhipeng, YANG Fang, FU Hailong, AI Shigang, WANG Yue, YUAN Liangyang

“…This advanced model provides an accurate description of the complex interaction mechanisms occurring among internal coils during loading and unloading processes.…”
Get full text

Metabolome Profiling and Predictive Modeling of Dark Green Leaf Trait in Bunching Onion Varieties by Tetsuya Nakajima, Mari Kobayashi, Masato Fuji, Kouei Fujii, Mostafa Abdelrahman, Yasumasa Matsuoka, Jun’ichi Mano, Muneo Sato, Masami Yokota Hirai, Naoki Yamauchi, Masayoshi Shigyo

“…This trait is regulated by a complex network of pigment interactions, which not only determine coloration but also serve as critical indicators of plant growth dynamics and stress responses. …”
Get full text

Sustainable development of Cuban agricultural economy: Policy and practice by Lihua Hu, Chengjiu Wang, Ping He

“…The internal excitation for the sustainable development of Cuba's agricultural economy is mainly reflected in the following aspects: first, policy innovation and institutional support, such as the reform of land distribution and the diversification of agricultural cooperatives; second, technological innovation and the promotion of ecological agriculture have significantly improved resource utilization efficiency and ecological benefits; third, social mobilization and farmer participation, through the combination of material and spiritual incentives, fully mobilized the enthusiasm of farmers. …”
Get full text

SET OF ORGANIZATIONALLY-DIDACTIC CONDITIONS OF THE MODEL OF STUDENTS’ AUTONOMY DEVELOPMENT SYSTEM IMPLEMENTATION by Roman A. Popov

“…It is at the higher school that the sharp increase of educational-cognitive activeness is observed; students actively absorb new humanitarian concepts of interdisciplinary content (from social studies, cultural sciences, literature studies, etc.) along with mastering the complex of educationalcognitive actions and skills. …”
Get full text

Carcinogenic health risks and water quality assessment of groundwater around lead–zinc mining areas of Ebonyi state Nigeria: a data-driven machine learning approach by Obinna Chigoziem Akakuru, Moses Oghenenyoreme Eyankware, Godwin O. Aigbadon, Ayatu Ojonugwa Usman, Alexander Iheanyi Opara, Kizito Ojochenemi Musa, Micheal Akaninyene Okon, Okechukwu Pius Aghamelu, Gabriel Ehriga Odesa, Ifeyinwa Juliana Ofoh, Annabel U. Obinna-Akakuru

“…Machine learning was preferred over traditional methods for its ability to capture complex, non-linear relationships in the data, allowing for more accurate predictions of contamination levels and health risks, which is crucial for targeted monitoring and efficient groundwater management in mining-impacted areas. …”
Get full text

Research on Model Reconstruction Methods for Partial Point Cloud Information Loss by Zhengping CHANG, Guoshuai YUAN, Jiuhua LI, Yang ZHAO, Zhongqi WANG

“…However, large-sized and structurally complex parts face challenges such as blocks, which result in incomplete point cloud information. …”
Get full text

Organising general practice for care homes: a multi-method study by Barbara Hanratty, Rachel Stocker, David Sinclair, Katie Brittain, Karen Spilsbury, Daniel Stow, Louise Robinson, Fiona E Matthews

“…Different structures (e.g. scheduled visits) provide opportunities to develop effective, efficient care, but flounder without established, trusting relationships. …”
Get full text

Potential and limitations of noise-based surface-wave tomography for numerical site effect estimation: a case study in the French Rhône valley by Lavoué, François, Froment, Bérénice, Gélis, Céline, Boué, Pierre,  Chaljub, Emmanuel, Stehly, Laurent, Beauprêtre, Sophie, De Martin, Florent,  Gisselbrecht, Loïc, Pilz, Marco, Moiriat, Denis, Cushing, Edward Marc

“…In particular, this ANSWT model lacks clear basin edges in order to efficiently trap seismic waves in the basin and to generate significant 3D wave propagation effects (diffractions, reflections, and generation of laterally propagating surface waves at the edges of the basin). …”
Get full text

Complete sequencing of the mitochondrial genome of tea plant Camellia sinensis cv. ‘Baihaozao’: multichromosomal structure, phylogenetic relationships, and adaptive evolutionary an... by Zhiyin Chen, Zhiyin Chen, Zhiyin Chen, Zhiyin Chen, Zixu Wang, Zixu Wang, Zixu Wang, Zixu Wang, Wei Zhou, Wei Zhou, Wei Zhou, Wei Zhou, Sijie Liu, Sijie Liu, Sijie Liu, Sijie Liu, Yuxin Xiao, Yuxin Xiao, Yuxin Xiao, Yuxin Xiao, Yihui Gong, Yihui Gong, Yihui Gong, Yihui Gong

“…Additionally, 1.62% of the mitochondrial genome sequence was homologous to the chloroplast genome, carrying 26 complete functional genes, including 15 tRNA and 2 rRNA genes.DiscussionCodon usage bias may be related to mutation pressure due to the high AT content of the genome or reflect adaptive selection pressures for translational efficiency. …”
Get full text

Variation within and between digital pathology and light microscopy for the diagnosis of histopathology slides: blinded crossover comparison study by David RJ Snead, Ayesha S Azam, Jenny Thirlwall, Peter Kimani, Louise Hiller, Adam Bickers, Clinton Boyd, David Boyle, David Clark, Ian Ellis, Kishore Gopalakrishnan, Mohammad Ilyas, Paul Kelly, Maurice Loughrey, Desley Neil, Emad Rakha, Ian SD Roberts, Shatrughan Sah, Maria Soares, YeeWah Tsang, Manuel Salto-Tellez, Helen Higgins, Donna Howe, Abigail Takyi, Yan Chen, Agnieszka Ignatowicz, Jason Madan, Henry Nwankwo, George Partridge, Janet Dunn

“…As a result, digital pathology could potentially lead to safer more efficient working. In order to use digital pathology in practice, we need to know pathologists produce equivalent reports as compared to light microscopy. …”
Get full text

Navigating Fragmented Globalization: Local Content Policies in a New Trade Order by Yudan Whulanza, Eny Kusrini, Akhmad Hidayatno, Teuku Yuri M. Zagloel

“…As such, emerging markets must not retreat from industrial policy but must refine and modernize it to reflect the complexity of 21st-century value chains. …”
Get full text

Intersecting factors of disadvantage and discrimination and their effect on daily life during the coronavirus pandemic: the CICADA-ME mixed-methods study by Carol Rivas, Amanda P Moore, Alison Thomson, Kusha Anand, Zainab Zuzer Lal, Alison Fang-Wei Wu, Ozan Aksoy

“…Difficulties making GP appointments by phone or e-Consult-style triage were exacerbated in those digitally impoverished, with complex health needs, not fluent in English, and with some specific disabilities. …”
Get full text