Domain Adaptation via Low Rank and Class Discriminative Representation for Autism Spectrum Disorder Identification: A Multi-Site fMRI Study by Xingdan Liu, Jiacheng Wu, Wenqi Li, Qian Liu, Lixia Tian, Huifang Huang

“…In this paper, we propose a low rank and class discriminative representation (LRCDR) based multi-source unsupervised domain adaptation method to reduce the marginal and conditional distribution differences synchronously for improving ASD identification. …”
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Diagnostic value of pleural fluid and serum C-reactive protein/albumin ratio in exudate/transudate, infectious/non-infectious pleural fluid discrimination by Ayshan Mammadova, Zuleyha Galata, Zeynep Yaylçınkaya, Nilgun Yılmaz Demirci

“…Diagnostic thoracentesis was performed under the guidance of thoracic US after the patients who met the inclusion criteria signed an informed consent form. …”
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Exploratory profiling of metabolites in cerebrospinal fluid using a commercially available targeted LC-MS based metabolomics kit to discriminate leptomeningeal metastasis by Soojin Jang, Ho-Shin Gwak, Kyue-Yim Lee, Jun Hwa Lee, Kyung-Hee Kim, Jong Heon Kim, Jong Bae Park, Sang Hoon Shin, Heon Yoo, Yun-Sik Dho, Kyu-Chang Wang, Byong Chul Yoo

“…We explored targeted CSF metabolic profiling to discriminate among LM and other conditions affecting the central nervous system (CNS). …”
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Dataset Construction Using Item Response Theory for Educational Machine Learning Competitions by Takeaki Sakabe, Yuko Sakurai, Emiko Tsutsumi, Satoshi Oyama

“…Comparison of their performances between the original and the generated dataset showed that the latter was more effective in differentiating model performance. …”
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Atypical integration of motion signals in Autism Spectrum Conditions. by Caroline E Robertson, Alex Martin, Chris I Baker, Simon Baron-Cohen

“…In a series of forced-choice coherent motion perception tests, we parametrically varied a single stimulus dimension, viewing duration, to test whether the rate at which evidence is accumulated towards a global decision is atypical in ASC. 40 adult participants (20 ASC) performed a classic motion discrimination task, manually indicating the global direction of motion in a random-dot kinematogram across a range of coherence levels (2-75%) and stimulus-viewing durations (200-1500 ms). …”
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The Travel Visa as the Ubiquitous Legal Infrastructure of Everyday Global Mobility Arbitrariness by Frédéric Mégret

“…It will highlight the constraints of applying for the visa, its temporal frames, its assorted conditions, and its denial and possibilities of contestation thereof. …”
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Social dimensions as explanatory approaches for the development of chronic pain: a meta-ethnography of qualitative studies by Sarah Potthoff, Dominik Koesling, Claudia Bozzaro

“…These third order constructs were gender relations and gender inequity, stigmatization, discrimination, and marginalization based on social identity, adversities, harsh living and working conditions, high expectations regarding work or school, cultural and religious beliefs and values, loneliness, and lifestyle factors. …”
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Exploring the classical and numerical Delboeuf illusion: the impact of transcranial alternating current stimulation on magnitude processing by Maria Santacà, Francesco Carabba, Achini Mihindukulasooriya Fernando, Enrico Pitocco, Luca Battaglini, Umberto Granziol

“…Participants underwent three tACS conditions (seven Hz, 18 Hz, placebo) while performing tasks involving the classic and numerical Delboeuf illusions. …”
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The process of purification of the student structure of the higher school of the South of Russia in 1924: priorities and results by I. V. Lyubeznyi, S. M. Smagina

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Ischemic Preconditioning (IPC) Enhances the Accuracy and Stability of Proprioception by Junqi Wu, Peng Zhang, Yecheng Zhang, Yuying Su, Yu Shi, Chunlei Li

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Metamorphic conditions and petrogenesis of the Qori complex metapelites using thermodynamic phase diagrams by Abdolnaser Fazlnia, Mirmohammad Miri, Adel Saki

“…It should be noted that there is no field containing the kyanite and the sillimanite as well, but their coexistence in the samples display the polymorphic transformation P-T condition. However, the occurrence of sillimanite in the samples under study point to the higher T than that of kyanite, the field 1 is considered as the peak metamorphic condition prior to anataxis. …”
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Variants of LSTM cells for single-channel speaker-conditioned target speaker extraction by Ragini Sinha, Christian Rollwage, Simon Doclo

“…This gate modulates the information processing during cell state reset, aiming at learning the long-term and short-term discriminative features of the target speaker. Both in unidirectional and bidirectional mode, experimental results on 2-speaker mixtures, 3-speaker mixtures, and noisy mixtures (containing 1, 2, or 3 speakers) show that both proposed variants of LSTM cells outperform the standard LSTM cells for target speaker extraction, where the best performance is obtained using the auxiliary-gated LSTM cells.…”
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From pronounced to imagined: improving speech decoding with multi-condition EEG data by Denise Alonso-Vázquez, Omar Mendoza-Montoya, Ricardo Caraza, Hector R. Martinez, Javier M. Antelis

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Perception of operational environment conditions and situations as a prediction of adaptive potential in servicemen by V. V. Kalnysh, A. V. Shvets, O. V. Maltsev, I. K. Sereda, A. Yu. Kikh, K. Yu. Marushchenko

“…Statistical analysis of the data was performed using the methods of parametric (Student’s t-test) and non-parametric statistics (Wilcoxon’s T-test), cluster, step-by-step multiple correlation and step-by-step discriminant analysis using software package Statistica 13.3. …”
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Diversification des élites et repositionnement organisationnel by Annabelle Allouch, Hélène Buisson-Fenet

“…If France and Britain share a common statement on elitism – although they define it according to very different principles (meritocracy through academic performances versus hereditary transmission of an ethos), a synthetic comparison of « positive discrimination » and outreach allows us to define the political conditions (and debates) of these policies implementations, now targeting « individuals in context » rather than the usual macrosocial or territorial categories. …”
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Deep learning with data transformation improves cancer risk prediction in oral precancerous conditions by John Adeoye, Yuxiong Su

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Optimal features assisted multi-attention fusion for robust fire recognition in adverse conditions by Inam Ullah, Nada Alzaben, Yousef Ibrahim Daradkeh, Mi Young Lee

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Performance of Microsoft Copilot in the Diagnostic Process of Pulmonary Embolism by Banu Arslan, Mehmet Necmeddin Sutasir, Ertugrul Altinbilek

“…Introduction: Patients with pulmonary embolism (PE) often present with non-specific signs and symptoms mimicking other conditions and complicating diagnosis. In this study we aimed to evaluate the performance of an artificial-intelligence tool, Microsoft Copilot, in the diagnostic process of PE, using clinical data including demographics, complaints, and vital signs. …”
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Spectral Estimation of Nitrogen Content in Cotton Leaves Under Coupled Nitrogen and Phosphorus Conditions by Shunyu Qiao, Wenjin Fu, Jiaqiang Wang, Xiaolong An, Fuqing Li, Weiyang Liu, Chongfa Cai

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Assessment of Phoenix Sepsis Score, pSOFA, PELOD-2, and PRISM III in Pediatric Intensive Care by Adriana Hadzhieva-Hristova, Darina Krumova, Temenuga Stoeva, Ralitza Georgieva, Violeta Iotova

“…The predictive accuracy of the scoring systems was evaluated by discrimination and calibration and by recalibration for the PSS for improved performance. …”
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