Evaluating the efficacy of using large language models in preoperative prediction of microvascular invasion in HCC: a multicenter study by Zongren Ding, Jianxing Zeng, Guoxu Fang, Pengfei Guo, Weiping Zhou, Yongyi Zeng

“…ChatGPT 4o were used to process the clinical data of the patients and predict MVI. …”
Get full text

Metabolic limitations of soil microorganisms during the decay of Salix psammophila sand barriers by Yumei Liang, Yumei Liang, Xiaoting Duan, Xin Guo, Ruiting Jia, Qi Tian

“…The activities of leucine aminopeptidase, β-1,4-n-acetylglucoside, and alkaline phosphatase first increased and then decreased with the increase of S. psammophila sand barrier years, and reached the maximum value at 6 years. (2) Redundancy analysis revealed that soil stoichiometric ratios were the main factors driving soil enzyme activities and their stoichiometry. (3) The soil enzyme C:N:P stoichiometric ratio was approximately 0.8:1:1. The enzyme vector lengths ranged from 0.66 to 1.09, and the vector angles ranged from 41.86° to 49.70°. …”
Get full text

The “Ants of Cyprus” website: a dynamic, online awareness raising and conservation tool by Jakovos Demetriou, Christos Georgiadis, Sebastian Salata, Lech Borowiec, Mathias Dillen, Quentin Groom, Evan Economo, Helen Roy, Angeliki Martinou

Get full text

Exploring the Characteristics of Ocean Surface Winds at High Resolution With Doppler Scatterometry by Alexander Wineteer, Ernesto Rodriguez, Dragana Perkovic Martin, Hector Torres, Federica Polverari, Ruzbeh Akbar, Cesar Rocha

“…How, and at what scales these processes occur is an active area of research, and modeling studies suggest that the strongest vertical transport and air‐sea exchanges occur at small scales. …”
Get full text

Morphometric Indicators of High Tatra Mts. Lakes and Their Catchments to Analyse Debris Flow Dynamics (Slovakia) by Čajková Silvia, Hrivnáková Kristína, Hreško Juraj

“…The study has shown a significant influence of morphometric parameters of catchments on the dynamics and frequency of morpho-dynamic processes.…”
Get full text

A framework based on mechanistic modelling and machine learning for soil moisture estimation by Sabri Kanzari, Sana Ben Mariem, Samir Ghannem, Safouane Mouelhi, Hiba Ghazouani, Bechir Ben Nouna

“…The statistical performance indices of prediction, root mean square error and correlation coefficient indicate the superiority of regression trees over other methods for all soil layers and during both calibration and validation processes and reproducing the seasonal variation of soil moisture.…”
Get full text

Identification of mitophagy-related genes with diagnostic value in acute rejection following kidney transplantation using bioinformatics analysis by Jianan Ma, Dawei Wu, Xinyuan An, Yongrui Zhang, Haijian Wei

“…Functional enrichment analysis uncovered several biological processes and signaling pathways associated with these genes. …”
Get full text

A Comparative Study of Machine Learning Techniques for Cell Annotation of scRNA-Seq Data by Shahid Ahmad Wani, SMK Quadri, Mohammad Shuaib Mir, Yonis Gulzar

“…Accurate cell type annotation is a critical step in single-cell RNA sequencing (scRNA-seq) analysis, enabling deeper insights into cellular heterogeneity and biological processes. In this study, we conducted a comprehensive comparative evaluation of various machine learning techniques, including support vector machine (SVM), decision tree, random forest, logistic regression, gradient boosting, k-nearest neighbour, transformer, and naive Bayes, to determine their effectiveness for single-cell annotation. …”
Get full text

Transient oxidation of hazes a source of nutrients during the great oxidation event by L. Maratrat, A. Y. Jaziri, M. Millan, V. Moulay, L. Vettier, T. Govekar, A. Abello, N. Carrasco

“…Abstract The transition period of the Great Oxidation Event (GOE) saw the emergence of transient physical and chemical processes. In this context, photochemical organic hazes may have evolved in an atmosphere containing low concentrations of oxygen (< 10− 5/10− 6 Present Atmospheric Level). …”
Get full text

Knowledge management model based on organizational and motivational mechanisms by M. A. Molodchik, I. A. Esaulova, A. V. Molodchik

“…According to elaborated model proactive behavior of employees is oriented to knowledge intensification and active participation in the processes of organizational development and learning, which in turn determine innovation activities and financial performance of a company. …”
Get full text

Application of Machine Learning Models in Social Sciences: Managing Nonlinear Relationships by Theodoros Kyriazos, Mary Poga

“…Nonlinear relationships are central to understanding social behaviors, socioeconomic factors, and psychological processes. Machine learning models, including decision trees, neural networks, random forests, and support vector machines, provide a flexible framework for capturing these intricate patterns. …”
Get full text

Predicting transmembrane helix packing arrangements using residue contacts and a force-directed algorithm. by Timothy Nugent, David T Jones

“…Alpha-helical transmembrane proteins constitute roughly 30% of a typical genome and are involved in a wide variety of important biological processes including cell signalling, transport of membrane-impermeable molecules and cell recognition. …”
Get full text

National Innovation System of Israel at the Beginning of the 21st Century by I. G. Korotkov

“…Difficult geopolitical circumstances and natural resources scarcity laid down the vector of science and technology development of Israel. …”
Get full text

Identification of genes in response to cucurbit aphid-borne yellows virus infection in melon by YANG Siyu, GONG Zihui, HU Zhongyuan, ZHANG Mingfang, YANG Jinghua

“…In this study, we used the CABYV infectious cloning vector to inoculate the melon XZM, and the disease identification and transcriptome analysis in the melon XZM after CABYV inoculation were performed at 0 dpi (days post inoculation), 5 dpi, 10 dpi, 15 dpi and 20 dpi. …”
Get full text

Can the Mosquito Bite? The Multispecies Transmutation of Wolbachia Mosquitoes as Biotechnologies of Epidemic Control in Rio de Janeiro by Luísa Reis Castro

“…By juxtaposing historical accounts and ethnographic research in Rio with descriptions of biological processes, this article investigates how the microbe-mosquito dyad was turned into a biotechnology of epidemic control. …”
Get full text

Modern Approaches to Arctic Development in View of Synergy Potential in the New Risks and challenges Environment by N. N. Bondareva

“…Purpose of this article is to consider methodological and organizational approaches in managing the development of the Arctic zone of the Russian Federation as a complex system at various levels, from the project level to the global level, taking into account the synergy of the potential of the economic platform and the synergy of risks and threats.Methods: the research presented in the article is based on the use of theoretical foundations of managing target processes for solving complex Arctic development problems, applying methods of system analysis, operations research and economic analysis of the development of complex systems from the view of synergy effects. …”
Get full text

Turkic Integration and Some Aspects of Assessing Migration Potential on the Case of Kazakhstan and Turkey by Л.Ф. Деловарова, Г.С. Байкушикова, А.В. Хамзаева

“…At this stage, the OTS is in the process of defining strategic priorities and has the potential for further expansion. …”
Get full text

Python-Based Visual Classification Algorithm for Economic Text Big Data by Yihuo Jiang, Xiaomei Guo, Hongliang Ni, Wenbing Jiang

“…The economic text big data are preprocessed by filtering out useless symbols, word segmentation processing, and removing stop words. According to the processing results, the most relevant features of the economic text big data classification process are selected, including Gini index, information gain, mutual information, etc., and the TF-IDF weighting algorithm is used to weight the economic text data features. …”
Get full text

EXPERIMENTAL TRIAL OF USING THE SCIENTIFIC MULTIBEAM ECHOSOUNDER DESIGNED TO DETECT FISH IN A WILD FIELD OF VIEW by G. M. Abdurakhmanov, A. A. Teymurov, A. A. Gadzhiev, A. N. Dolgov, A. N. Kutsenko, M. A. Raskita, S. V. Tretyakov

Get full text

Methods for Anomalous Azimuth Estimate Censoring in Small Element Antenna Arrays by M. E. Shevchenko, V. N. Malyshev, D. O. Zadirako, D. N. Faizullina, N. S. Stenyukov, M. S. Shmyrin

Get full text