A dataset of laymen olfactory perception for 74 mono-molecular odors by Antonie Louise Bierling, Alexander Croy, Tim Jesgarzewsky, Maria Rommel, Gianaurelio Cuniberti, Thomas Hummel, Ilona Croy

“…However, the principles of how odorant chemistry links to perceptual patterns remain largely unknown and are primarily studied using odor rating datasets from highly trained olfactory experts, such as perfumers. …”
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Neurobehavioral mechanisms of fear and anxiety in multiple sclerosis by Lil Meyer-Arndt, Rebekka Rust, Judith Bellmann-Strobl, Tanja Schmitz-Hübsch, Lajos Marko, Sofia Forslund, Michael Scheel, Stefan M. Gold, Stefan Hetzer, Friedemann Paul, Martin Weygandt

“…The fact that a machine learning model trained to associate fMRI fear response patterns with fear ratings in HPs predicts fear ratings from fMRI data across MS groups using an MVPA cross-decoding approach suggests that generic fear processing mechanisms substantially contribute to anxiety in MS.…”
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Clear cell endometrial carcinoma: analysis of the results of a 20-year follow-up by K. P. Laktionov, G. M. Abdullayeva, O. A. Anurova, S. M. Gadzhiyeva

“…The paper presents data on the clinical and morphological characteristics, clinical presentation, and treatment of clear cell carcinoma, as well as survival rates in patients with this condition. It shows an association of the expression of the intercellular adhesion molecules E-cadhedrin, α- and β-catenins, the molecule of Her-2/neu with the clinical and morphological pattern of the disease, which has been determined by an immunohisto- chemical assay.…”
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Neurotoxoplasmosis and aids cerebrospinal, fluid analysis in 96 patients: estudo do líquido cefalorraqueano em 96 pacientes by L. R. Machado, J. A. Livramento, A. Spina -França

“…It is possible to conclude that patients with toxoplasmosis associated to AIDS exhibit CSF inflammatory pattern similar to patients with neurotoxoplasmosis without AIDS, except in respect to gamma globulin rates for which a cumulative effect can be detected.…”
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Lumbar Temperature Map of Elderly Individuals with Chronic Low Back Pain—An Infrared Thermographic Analysis by Nelson Albuquerque, Liliana Gonçalves, Wally Strasse, Joaquim Gabriel, Laetitia Teixeira, Pedro Cantista

“…Pain intensity was measured using a numerical rating scale (0–10). The functional assessments included spine mobility tests and validated questionnaires evaluating clinical characteristics. …”
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Accurate hourly AQI prediction using temporal CNN-LSTM-MHA+GRU: A case study of seasonal variations and pollution extremes in Visakhapatnam, India by Sreenivasulu T, Mokesh Rayalu G

“…The framework amalgamates one-dimensional Convolutional Neural Networks (1D CNN) for the extraction of short-term patterns, Long Short-Term Memory (LSTM) integrated with Multi-Head Attention (MHA) to encapsulate long-term dependencies, and Gated Recurrent Unit (GRU) for the refinement of residual errors. …”
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Integrated OVMD-BiGRU-SMAC Framework for Forecasting Construction Accidents in the Kingdom of Saudi Arabia by Badr T. Alsulami, Afaq Khattak

“…These IMFs are individually forecasted using Bidirectional Gated Recurrent Unit (BiGRU) models, which are capable of learning sequential patterns in both temporal directions. …”
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Memory-augment graph transformer based unsupervised detection model for identifying performance anomalies in highly-dynamic cloud environments by Huangyining Gao, Ruyue Xin, Peng Chen, Xi Li, Ning Lu, Peng You

“…Additionally, we introduce a novel dynamic gated memory module to guide the Transformer encoder in extracting hidden features, thereby enhancing the model’s robustness to varying data patterns in dynamic cloud environments. …”
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Multicenter study correlating molecular characteristics and clinical outcomes of cancer cases with patient-derived organoids by Paloma Navarro, Tatiana P. Grazioso, Arantzazu Barquín, Maria Barba, Mónica Yagüe, Carlos Millán, Irene López, Elena Sevillano, Miguel Quiralte, Paloma Fernández, Diego Losada, Eduardo Caleiras, Julia Calzas, Beatriz Jiménez, Sergio Ruiz-Llorente, Juan Justo, Félix Guerrero, Vital Hevia, Raquel Martín, Francisco José Pérez-Rodriguez, Julia Tejerina, Mario Prieto, Paula Comune, Juan Francisco Rodriguez-Moreno, Jesús García-Donás

“…Results From 184 patients (17 tumor types), 249 samples were collected: 149 (59.8%) from tumor tissue, 61 (24.5%) from peritoneal fluids, 39 (15.7%) from peripheral blood. Success rates for PDO establishment were 39.5%, 34.4%, and 25.6%, respectively. …”
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Dynamics of mental state and prolactin levels in patients with chronic schizophrenia during aripiprazole therapy by L. N. Gorobets, I. V. Dorovskikh, A. V. Litvinov, V. S. Bulanov, S. K. Gamdullaev, T. A. Pavlova

“…The effectiveness of therapy does not depend on the background values of the hormone: at high rates, prolactin levels decrease, and at low rates, they increase. …”
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Associated Determinants of Surface Urban Heat Islands across 1449 Cities in China by Yuanzheng Li, Lan Wang, Min Liu, Guosong Zhao, Tian He, Qizheng Mao

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High-Pressure Cylinder Failure under Fire Conditions – Investigation of the Consequences by Vojtech Jankuj, Petr Lepik, Miroslav Mynarz, Stefan Spitzer, Ales Bernatik

“…Hydrogen cylinders failed at pressures significantly lower than their rated destruction pressure due to thermal stress, generating fewer but substantial fragments and a fireball. …”
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Participatory Drawing Methodology for Light in Architecture: Drawing Experienced Space by Ulrika Wänström Lindh

“…Based on a study in which 16 participants’ experiences of different light scenarios were collected through sketches, semantic rating scales, and deep interviews, the participants drew the boundaries of what they experienced as “the room” and spatial directions inside it. …”
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Genomic epidemiology and phylodynamics of Acinetobacter baumannii bloodstream isolates in China by Qixia Luo, Mengru Chang, Ping Lu, Qian Guo, Xiaoqing Jiang, Tingting Xiao, Haoyu Zhang, Yingying Ma, Yan Zhang, Wei Yu, Erjia Zhang, Yunbo Chen, Ping Shen, Jinru Ji, Chaoqun Ying, Zhiying Liu, the BRICS Working Group, Huaiqiu Zhu, Yonghong Xiao

“…Abstract In recent decades, Acinetobacter baumannii has become a major global nosocomial pathogen, with bloodstream infections (BSIs) exhibiting mortality rates exceeding 60% and imposing substantial economic burdens. …”
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Planning with self‑organised initiatives by Igor Tempels Moreno Pessôa

“… Over the last half century, the Global South has faced a strong rise in the rate of urbanisation. Although this process differs from region to region, rapid urbanisation has created many challenges for countries in the Global South. …”
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Energetics of Eddy–Mean Flow Interaction in the Kuroshio Current Region by Yang Wu, Dalei Qiao, Chengyan Liu, Liangjun Yan, Kechen Liu, Jiangchao Qian, Qing Qin, Jianfen Wei, Heyou Chang, Kai Zhou, Zhengdong Qi, Xiaorui Zhu, Jing Li, Yuzhou Zhang, Hongtao Guo

“…The cross-stream variation is found in the energy conversion pattern in the along-coast region, whereas a mixed positive–negative conversion pattern is observed in the off-coast region. …”
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Three-dimensional cell sheet model improves in vitro prediction accuracy of osteogenic potential for biodegradable magnesium-based metals by Liangwei Chen, Guanxi Wu, Siyu Liu, Ziyu Yan, Honglei Yue, Jianhua Zhu, Na Ge, Yifei Wang, Qingxiang Li, Guanqi Liu, Tingting Zhang, Haowen Zheng, Shaozhe Xin, Guangyunhao Sun, Chuanbin Guo, Jianmin Han

“…Flow cytometry showed higher Ki67 expression and lower ROS levels and apoptosis rate in cell sheets. ShRNA-mediated silencing of N-Cadherin in cell sheets significantly compromised their cytoprotective capacity against Mg metal-induced toxicity. …”
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Decoding Global Palates: Unveiling Cross-Cultural Flavor Preferences Through Online Recipes by Qing Zhang, David Elsweiler, Christoph Trattner

“…Additionally, using user interaction data on appreciation metrics from each recipe portal (e.g., recipe ratings), we selected the top 10% and bottom 10% of recipes as proxies for appreciated and less appreciated recipes, respectively. …”
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Is there evidence for changes in antibiotic resistance of microorganisms causing postcataract surgery endophthalmitis: a systematic review by Justine R Smith, Nieraj Jain, Maureen G Maguire, Leo A Kim, Christina J Flaxel, Steven Yeh, Stephen Jae Kim, Christina Y Weng

“…Reviewed studies were rated based on the Oxford Centre for Evidence-Based Medicine grading system. …”
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ANALYSIS OF THE EFFICIENCY OF CRYOGENIC TREATMENT FOR TONGUE CANCER by T. D. Tabolinovskaya, I. N. Pustynsky

“…The cryogenic treatment results that have no analogues in Russian and foreign practice were analyzed in 121 patients with tongue cancer. The data on survival rates were used to objectively evaluate the efficiency of tongue cancer cryodestruction in accordance with the extent and pattern of a tumor process. …”
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