MP-LLAVRec: an agricultural product recommendation algorithm based on LLAVA and user modal preference by Peishan Li, Peishan Li, Peishan Li, Lutao Gao, Lutao Gao, Lutao Gao, Lilian Zhang, Lilian Zhang, Lilian Zhang, Lin Peng, Lin Peng, Lin Peng, Chunhui Bai, Chunhui Bai, Chunhui Bai, Linnan Yang, Linnan Yang, Linnan Yang

“…However, the following three problems still exist in the traditional agricultural product recommendation domain: (1) the problem of missing modalities made it difficult for consumers to intuitively and comprehensively understood the product information; (2) most of them relied on shallow information about the basic attributes of agricultural products and ignored the deeper associations among the products; (3) they ignored the deeper connections among individual users and the intrinsic associations between the user embedding and the localized user representation in different modalities, which affected the accuracy of user modeling and hindered the final recommendation effect.MethodsTo address these problems, this paper innovatively proposed an agricultural product recommendation algorithm based on LLAVA and user behavioral characteristics, MP-LLaVRec(Modal Preference - Large Language and Vision Recommendation). …”
Get full text

RADAR-AD: assessment of multiple remote monitoring technologies for early detection of Alzheimer’s disease by Manuel Lentzen, Srinivasan Vairavan, Marijn Muurling, Vasilis Alepopoulos, Alankar Atreya, Merce Boada, Casper de Boer, Pauline Conde, Jelena Curcic, Giovanni Frisoni, Samantha Galluzzi, Martha Therese Gjestsen, Mara Gkioka, Margarita Grammatikopoulou, Lucrezia Hausner, Chris Hinds, Ioulietta Lazarou, Alexandre de Mendonça, Spiros Nikolopoulos, Dorota Religa, Gaetano Scebba, Pieter Jelle Visser, Gayle Wittenberg, Vaibhav A. Narayan, Neva Coello, Anna-Katharine Brem, Dag Aarsland, Holger Fröhlich, on behalf of RADAR-AD

“…Our approach involved a univariate analysis using Analysis of Covariance (ANCOVA) to analyze individual features of six RMTs while adjusting for variables such as age, sex, years of education, clinical site, BMI and season. …”
Get full text

Identification and susceptibility assessment of landslide disasters in the red bed formation along the Nanjian-Jingdong Expressway by Yifan Cao, Zhifang Zhao, Mingchun Wen, Xin Zhao, Dingyi Zhou, Jingyi Qin, Liu Ouyang, Jingyao Cao

“…In combination with optical imagery data, a total of 521 landslide disaster points were identified. (2) In comparison to individual machine learning models, the Stacking demonstrated superior performance, with prediction capabilities and accuracy that surpassed other models. …”
Get full text

Urban and rural residence: their influence on food group consumption in Iran by Susan Darroudi, Sara Saffar Soflaei, Farzam Kamrani, Zahra Khorasanchi, Zahra Abdollahi, Nasrin Talkhi, Maryam Allahyari, Seyyed Reza Sobhani, Maryam Mohammadi-Bajgiran, Amirmohammad Naderkhmseh, Maliheh Aghasizadeh, Habibollah Esmaily, Gordon Ferns, Majid Ghayour-Mobarhan

“…Moreover, both suburban females and males were found to consume significantly less fruit compared to urban individuals, with suburban females consuming − 47.41 g/day (p < 0.001) less fruit and suburban males consuming − 60.42 g/day (p = 0.001) less fruit. …”
Get full text

Rockfish abundance, recruitment, and community structure trends in the western Strait of Juan de Fuca, Washington, 2005-2023 by Shawn E. Larson, Katie Shelledy, Daniela Escontrela Dieguez, Jeff Christiansen, Amy Y. Olsen, Zachary Randell, Megan H. Williams, Chris VanDamme, Dayv Lowry, William Jasper

“…Relatively few Puget Sound, Vermillion, Widow, and Yelloweye Rockfish individuals were documented, and their abundance did not increase throughout the study. …”
Get full text

Determination of Puberulic Acid in Monascus-Fermented Red Yeast Rice by LC-MS/MS Combined with Precolumn Derivatization by Hui-Qin Pan, Rui Feng, Yan-Nan Tan, Xiao-Ya Qin, Yi-Min Cao, Xiu-Hong Mao, Qing Hu, Heng Zhou

“…To achieve optimal detection sensitivity, the amount of solvent and TMSCHN₂ for the derivatization reaction, along with the reaction time, were individually optimized. Moreover, sample extraction solvent was carefully chosen to improve recoveries in real sample analyses. …”
Get full text

A comparative machine learning study of schizophrenia biomarkers derived from functional connectivity by Victoria Shevchenko, R. Austin Benn, Robert Scholz, Wei Wei, Carla Pallavicini, Ulysse Klatzmann, Francesco Alberti, Theodore D. Satterthwaite, Demian Wassermann, Pierre-Louis Bazin, Daniel S. Margulies

“…To this end, we leveraged data of 936 individuals from three large open-access datasets: COBRE, LA5c, and SRPBS-1600. …”
Get full text

Impact of #PCOSweightloss: A global X hashtag analysis study of weight loss narratives in the PCOS community by Munaza Afaq, Kumar Vashisht, Areen Al-Dhoon, Divya Abraham, Atanas G. Atanasov, Maima Matin, Zara Arshad, Rahul Kashyap, Faisal A. Nawaz

“…The hashtag #PCOSweightloss has become a pivotal forum on the platform X, where individuals exchange experiences, share information, and motivate each other concerning weight loss strategies connected with Polycystic Ovary Syndrome (PCOS). …”
Get full text

Pastoral livestock farming constraints and adaptation strategies in response to institutional reforms in the Sudano-Sahelian zone of West Africa by Basnewindé Ilboudo, Alhassane Zaré, Alhassane Zaré, Innocent Charles Emmanuel Traoré, Innocent Charles Emmanuel Traoré, Loyapin Bondé, Reginald Tang Guuroh, Reginald Tang Guuroh, Reginald Tang Guuroh, Oumarou Ouédraogo

“…This study aimed to analyze the effects of land tenure and protected area governance reforms on the pastoral production system by identifying concomitantly related constraints and adaptation strategies adopted by local communities.MethodsData was collected through analysis of policy documents, and surveys from 280 key informants and household heads related to the pastoral zone of Yallé using individual interviews and focus group discussions. The main information collected included pastoral landscape and the current state of the livestock production system. …”
Get full text

Increased interferon I signaling, DNA damage response and evidence of T-cell exhaustion in a patient with combined interferonopathy (Aicardi-Goutières Syndrome, AGS) and cohesinopa... by Sorina Boiu, Nikolaos Paschalidis, George Sentis, Theodora Manolakou, Andrianos Nezos, Manolis Gialitakis, Maria Grigoriou, Erato Atsali, Melpomeni Giorgi, Argirios Ntinopoulos, Clio Mavragani, Periklis Makrythanasis, Dimitrios T. Boumpas, Aggelos Banos

“…We used whole exome sequencing to genetically map the associated mutations and performed transcriptome profiling and enrichment analysis in CD14+ monocytes of the patient and immune phenotyping by mass cytometry (CyToF), comparing to healthy individuals and lupus patients as disease controls. …”
Get full text

A CD36-based prediction model for sepsis-induced myocardial injury by Yun Xie, Hui Lv, Daonan Chen, Peijie Huang, Zhigang Zhou, Ruilan Wang

“…Conclusion: The prognosis of individuals with sepsis is closely associated with elevated CD36 levels. …”
Get full text

The expression of apoptosis-regulating proteins Bcl-2 and Bad in liver cells of C57Bl/6 mice under light-induced functional pinealectomy and after correction with melatonin by S. V. Michurina, I. Yu. Ishchenko, S. A. Arkhipov, A. Yu. Letyagin, M. A. Korolev, E. L. Zavjalov

“…Immunohistochemical analysis (using an indirect avidin-biotin peroxidase method) revealed the expression of the antiapoptotic protein Bcl-2 and the proapoptotic protein Bad in sinusoid liver cells (a heterogeneous population consisting of the endotheliocytes, Kupffer cells, Ito cells, and Pit cells) and in individual hepatocytes. The Bad expression area in the liver of LIFP mice increased 4 times against a background of the unchanged Bcl-2 expression area. …”
Get full text

Comparison of Properties of Stem Cells Isolated from Adipose Tissue and Lipomas in Dogs by Takahiro Teshima, Akito Matsuoka, Maika Shiba, Kazuho Dairaku, Hirotaka Matsumoto, Ryohei Suzuki, Hidekazu Koyama

“…Our results indicate that canine LDSCs had variability in characteristics among individuals in contrast with those of ADSCs. Cellular proteomics and secretomes were similar in both LDSCs and ADSCs. …”
Get full text

The combination of kidney function variables with cell cycle arrest biomarkers identifies distinct subphenotypes of sepsis-associated acute kidney injury: a post-hoc analysis (the... by Dimitri Titeca-Beauport, Momar Diouf, Delphine Daubin, Ly Van Vong, Guillaume Belliard, Cédric Bruel, Yoann Zerbib, Christophe Vinsonneau, Kada Klouche, Julien Maizel

“…Early detection of SA-AKI subphenotypes might facilitate the rapid provision of individualized care.Patients and methods In this post-hoc analysis of a multicenter prospective study, we combined conventional kidney function variables with serial measurements of urine (tissue inhibitor of metalloproteinase-2 [TIMP-2])* (insulin-like growth factor-binding protein [IGFBP7]) at 0, 6, 12, and 24 h) and then using an unsupervised hierarchical clustering of principal components (HCPC) approach to identify different phenotypes of SA-AKI. …”
Get full text

Serum Growth Differentiation Factor 15 is Negatively Associated with Leukocyte Telomere Length by Jie Yu, Yiwen Liu, Huabing Zhang, Fan Ping, Wei Li, Lingling Xu, Yuxiu Li

“…In correlation analysis, GDF15 was positively correlated with age, while LTL and mtDNAcn were negatively correlated with age.After adjusting for confounding factors,GDF15 was negatively associated with LTL (β = −0.120, 95%CI [−0.197, −0.042], p = 0.003) and the association was linear(p for nonlinear = 0.645), while the negative association between GDF15 and mtDNAcn did not reach significance.In the stratified analyses,the negative associations between GDF15 and LTL were more prominent in women, overweight individuals, or subjects with abnormal glucose tolerance (AGT), but similar results were observed in younger and older subjects. …”
Get full text

Black Carbon Exposure Characteristics in Diesel Engine Vehicle-related Jobs by Sangjun Choi, Ju-Hyun Park, Won Kim, Seung Won Kim, Kyong-Hui Lee, Taejin Chung, Jihoon Park, Seung-Hun Ryu, Jungah Shin, Dong-Hee Koh, Dong-Uk Park

“…After accounting for the random effects of the individual workers and working dates (evaluated per occupation) as well as the fixed effects of the determinants and their pairwise interaction terms (p < 0.001), we found that all four of the determinants significantly differed in their associated levels of BC exposure. …”
Get full text

Optimizing Neurobehavioral Assessment for Patients with Disorders of Consciousness: Proposal of a Comprehensive Pre-Assessment Checklist for Clinicians by Kristen Keech, Caroline Schnakers, Brooke Murtaugh, Katherine O’Brien, Beth Slomine, Marie-Michèle Briand, Rita Formisano, Aurore Thibaut, Anna Estraneo, Enrique Noé, Olivia Gosseries, Liliana da Conceição Teixeira

“…Background: Clinicians are challenged by the ambiguity and uncertainty in assessing level of consciousness in individuals with disorder of consciousness (DoC). There are numerous challenges to valid and reliable neurobehavioral assessment and classification of DoC due to multiple environmental and patient-related biases including behavioral fluctuation and confounding or co-occurring medical conditions. …”
Get full text

Frequency and Molecular Characteristics of Mismatch Repair-deficient Status among Multiple Synchronous Colorectal Cancers by Kenichi Chikatani, Noriyasu Chika, Noriko Tanabe, Yoshiko Mori, Okihide Suzuki, Takatoshi Matsuyama, Keiichiro Ishibashi, Hidetaka Eguchi, Yasushi Okazaki, Tatsuro Yamaguchi, Hideyuki Ishida

“…Screening for LS using IHC for MMR proteins in individuals with multiple synchronous CRCs is an effective approach.…”
Get full text

Dietary index for gut microbiota and its protective role against kidney stones: evidence of diabetes as a mediator from NHANES cross-sectional data by Lei Wang, Junjun Wu, Ziwen Jiang, Chao Wang, Fuxiang Lin, Yuxiang Zhong, Pengpeng Zhao, Wei Wei, Jianhua Huang, Zhanping Xu

“…Subgroup analyses revealed stronger protective effects among females, non-Hispanic Black individuals, and heavy drinkers. Mechanistically, DI-GM may reduce KS risk through gut microbial modulation of oxalate metabolism, urinary citrate excretion, and systemic inflammation.Conclusion and recommendationsHigher DI-GM scores are associated with reduced KS prevalence, partially mediated by diabetes. …”
Get full text

Role of Epidural Electrode Stimulation in Three Patients with Incomplete AIS D Spinal Cord Injury by Yu-Chen Chen, Xiang-Ling Huang, Hung-Yu Cheng, Ciou-Chan Wu, Ming-Yung Wu, Lian-Cing Yan, Shin-Yuan Chen, Sheng-Tzung Tsai, Shinn-Zong Lin

“…<b>Methods</b>: Three individuals with cervical-level chronic AIS D SCI were enrolled in the study. …”
Get full text