Identification and structure-guided development of triazole urea-based selective antagonists of Arabidopsis karrikin signaling by Jianwen Wang, Ikuo Takahashi, Ko Kikuzato, Toshihiko Sakai, Zhangliang Zhu, Kai Jiang, Hidemitsu Nakamura, Takeshi Nakano, Masaru Tanokura, Takuya Miyakawa, Tadao Asami

“…We anticipate that these chemicals will be applicable to the elucidation of KARs biology, especially for discriminating the molecular and physiological aspects of KARs and SL signaling.…”
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Baseline shock index and baroreflex function in older adults by Kenneth M. Madden, Boris Feldman, Graydon S. Meneilly

“…Elevations in shock index (SI), defined as heart rate (HR)/systolic blood pressure (BP) are less discriminative of impending shock in older adults. We hypothesized baroreflex dysfunction as a potential explanation for lower baseline SI in older adults. 52 older adults (29 women, 23 men, age ≥ 65; mean age 77.8 ± 0.9 years) were recruited. …”
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Gastric Linitis Plastica and Peritoneal Carcinomatosis as First Manifestations of Occult Breast Carcinoma: A Case Report and Literature Review by Mara Mantiero, Giovanni Faggioni, Alice Menichetti, Matteo Fassan, Valentina Guarneri, Pierfranco Conte

“…Imaging and endoscopic evaluation were not able to discriminate a primary from a secondary gastric lesion. …”
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Phenotypic Variation in Freshwater Murrel, Channa punctatus (Bloch, 1793) from Northern and Eastern Regions of India Using Truss Analysis by Ankur Kashyap, Madhu Awasthi, Mohammad Serajuddin

“…The combined groups plot (DF 1 on DF 2) based on discriminant function analysis (DFA) also validated the existence of three different subpopulations. …”
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Recognition of partial discharge in GIS based on image feature fusion by Ziqiang Xu, Honghua Xu, Chao Yuan, Shoulong Chen, Yini Chen

“…CLBP was used to extract image features, and then the support vector machine recursive feature elimination (SVM-RFE) algorithm was used to evaluate feature importance. Then, linear discriminant analysis (LDA) was used to fuse the selected features and reduce redundancy. …”
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FFA-GAN: A Generative Adversarial Network Based on Feature Fusion Attention for Intelligent Safety Monitoring by R. Chang, B. Zhang, Y. Zhang, S. Gao, S. Zhao, Y. Rao, X. Zhai, T. Wang, Y. Yang

“…Furthermore, we design a two-stage discriminator which imposes two restrictions on the fused results. …”
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Exploring the utility of snRNA-seq in profiling human bladder tissue: A comprehensive comparison with scRNA-seq by Briana Santo, Emily E. Fink, Alexandra E. Krylova, Yi-Chia Lin, Mohamed Eltemamy, Alvin Wee, Oliver Wessely, Byron H. Lee, Angela H. Ting

“…Using the human bladder, we determined that scRNA-seq offered more discriminative gene sets for identification while snRNA-seq could facilitate capture of previously underrepresented cell types.…”
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A dataset for evaluating clinical research claims in large language models by Boya Zhang, Alban Bornet, Anthony Yazdani, Philipp Khlebnikov, Marija Milutinovic, Hossein Rouhizadeh, Poorya Amini, Douglas Teodoro

“…When evaluating LLMs against CliniFact, discriminative models, such as BioBERT with an accuracy of 80.2%, outperformed generative counterparts, such as Llama3-70B, which reached 53.6% accuracy (p-value < 0.001). …”
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A Star‐Nose‐Inspired Bionic Soft Robot for Nonvisual Spatial Detection and Reconstruction by Qiwei Shan, Yunqi Cao, Haozhen Chi, Shuyu Fan, Ziying Zhu, Dibo Hou

“…The robot effectively discriminates the distance and shape of various objects and achieves nonvisual 3D spatial detection and reconstruction in real‐world scenarios. …”
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Altered Brain Activation in Early Drug-Naive Parkinson’s Disease during Heat Pain Stimuli: An fMRI Study by Ying Tan, Juan Tan, Cheng Luo, Wenjuan Cui, Hui He, Yi Bin, Jiayan Deng, Rui Tan, Wenrong Tan, Tao Liu, Nanlin Zeng, Ruhui Xiao, Dezhong Yao, Xiaoming Wang

“…The hypoactivity of the STG and insula in PD implied that functions including affective, cognitive, and sensory-discriminative processes, which are associated with the insula and STG, were disturbed. …”
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Rough Sets Data Analysis in Knowledge Discovery: A Case of Kuwaiti Diabetic Children Patients by Aboul ella Hassanien, Mohamed E. Abdelhafez, Hala S. Own

“…A comparison between the obtained results using rough sets with decision tree, neural networks, and statistical discriminate analysis classifier algorithms has been made. …”
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Identification of Mine Water Inrush Source Based on PCA-FDA: Xiandewang Coal Mine Case by Bo Li, Qiang Wu, Zijie Liu

“…On this basis, an identification model of water inrush source was established by using principal component analysis (PCA) and Fisher discriminant analysis (FDA) combined. The model was used to identify the water inrush source of 14 groups of training samples and 12 groups of samples to be judged in different water sources of the Xiandewang coal mine, and it was compared with the results of the conventional identification model which used the FDA method. …”
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Spatial and Single‐Cell Transcriptomics Unraveled Spatial Evolution of Papillary Thyroid Cancer by Guangzhe Zheng, Shaobo Chen, Wanqi Ma, Quanshu Wang, Li Sun, Changwen Zhang, Ge Chen, Shuping Zhang, Shuguang Chen

“…Two curated malignant and metastatic footprints can discriminate PTC cells from normal thyrocytes. Ferroptosis resistance contributed to PTC evolution. …”
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Collagen turnover biomarkers to predict outcome of patients with biliary cancer by Leonard Kaps, Muhammed A. Genc, Markus Moehler, Stephan Grabbe, Jörn M. Schattenberg, Detlef Schuppan, Rasmus Sund Pedersen, Morten A. Karsdal, Philipp Mildenberger, Annett Maderer, Nicholas Willumsen

“…PRO-C3 showed the best diagnostic performance to discriminate between patients with BTC and controls. …”
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Stably Integrated for Assessment of Invasion Kinetics by Kelly N. Flentie, Min Qi, Seth T. Gammon, Yasmin Razia, Felix Lui, Luciano Marpegan, Aashish Manglik, David Piwnica-Worms, Jeffrey S. McKinney

“…Bioluminescence-based invasion assays using lux+ Salmonella exhibited inoculum dose-response correlation, distinguished invasion-competent from invasion-incompetent Salmonella , and discriminated relative Salmonella invasiveness in accordance with environmental conditions that induce invasion gene expression. …”
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Uniform Local Binary Pattern for Fingerprint Liveness Detection in the Gaussian Pyramid by Yujia Jiang, Xin Liu

“…To solve the above problem and discriminate true fingerprint from fake ones, a novel software-based liveness detection approach using uniform local binary pattern (ULBP) in spatial pyramid is applied to recognize fingerprint liveness in this paper. …”
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An Optimized Hybrid PSO-ELM for Parkinson&#x2019;s Disease Diagnosis by Gunakala Archana, Afzal Hussain Shahid

“…Various top-ranked feature subsets are created to identify the most discriminative features and enhance the performance of the proposed hybrid PSO-ELM model for all datasets. …”
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Identification of Geographical Origin of Milk by Amino Acid Profile Coupled with Chemometric Analysis by Min Kang, Quanhong Yue, Shikuan Jia, Jiarong Wang, Mengdan Zheng, Ran Suo

“…The predictive model for the geographical origin of milk samples was established by orthogonal partial least squares-discriminant analysis (OPLS-DA) with a classification accuracy of 100% and the performance parameters of R2X 0.98, R2Y 0.82, and Q2 0.75. …”
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Lexical variation in English language podcasts, editorial media, and social media by Jussi Karlgren

“…Information access for material which is not primarily topical should be designed to be sensitive to such variation that defines the data set itself and discriminates items within it. In general, training sets for language models are a non-trivial parameter which are likely to show effects both expected and unexpected when applied to data from other sources and the characteristics and provenance of data used to train a model should be listed on the label as a minimal form of downstream consumer protection. …”
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A Fault Feature Extraction Method of Rolling Bearings Based on Optimized VMD and UMAP by Liu Junli, Miao Bingrong, Zhang Ying, Li Yongjian, Huang Zhong

“…Finally, UMAP is used to obtain low-dimensional features with high discriminative power to complete the final feature set construction. …”
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