Prioritizing perturbation-responsive gene patterns using interpretable deep learning by Yan Cui, Zhiyuan Yuan

“…We introduce DSEP gene prioritization as a new analytical task and present River, an interpretable deep learning framework that identifies genes exhibiting condition-relevant spatial changes. River features a two-branch predictive architecture and a post hoc attribution strategy to rank genes (or other features) by their contribution to condition differences. …”
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Behavioural user segmentation of app users based on functionality interaction patterns by Li-Yoong Ooi, Choo-Yee Ting, Helmi Zakariah, Eashvaren Chandar

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The Integration Patterns in East Asia: A Test by the European Union Experience by Andrey Anatolyevich Baykov

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Multi scale supervised entropy weighted binary pattern for texture classification by Xiaochun Xu, Bin Li

“…The complexity of imaging environments, variations in acquisition angles and distances, and differences in resolution make representing multi-scale texture features a core challenge in texture analysis. However, most existing multi-scale methods are overly complex and redundant, often neglecting the correlation of texture features across different scales. …”
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Distinct chromosome abnormality patterns for differential diagnosis of hepatocellular carcinoma and cholangiocarcinoma. by Wantakan Ngamsangiam, Sutheemon Techa-Ay, Prakasit Sa-Ngiamwibool, Sasithorn Watcharadetwittaya, Raksawan Deenonpoe, Anchalee Techasen, Natruja Sridakhun, Sureerat Padthaisong, Malinee Thanee

“…These findings may aid in confirming cases with overlapping histopathological features contribute to the development of diagnostic tools and improved targeted therapies for HCC and CCA.…”
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Pattern and semantic analysis to improve unsupervised techniques for opinion target identification by Khairullah khan, Ashraf Ullah, Baharum Baharudin

“… This research employs patterns and semantic analysis to improve the existingunsupervised opinion targets extraction technique. …”
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Computer Multimedia Art Pattern Creation Based on P-Filling Algorithm by Wenli Lian

“…Experimental results show that, through this production model, users can produce a large number of computer multimedia art patterns with hand-drawn style features through very little interaction and parameter control.…”
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The origin and nature of macroecological patterns in amphibians: old questions, novel approaches by Sidney F. Gouveia

“…<p>The role of physiological parameters as determinants of macroscale patterns is still widely disputed. Using amphibians as a model, I revisited three fundamental themes in macroecology from a physiological perspective: the global diversity gradient, ecogeographical rules and the evolution of the climatic niche at physiological and macroecological scales. …”
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OLED Panel Radiation Pattern and Its Impact on VLC Channel Characteristics by Hanjie Chen, Zhengyuan Xu

“…Organic light-emitting diodes (OLEDs) show several attractive features superior to traditional semiconductor LEDs for visible light communication (VLC). …”
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Focusing on derivational-driven cognate patterns to promote vocabulary acquisition in Spanish by Jamile Forcelini, Doo Young Kim

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Mapping patterns of thought onto brain activity during movie-watching by Raven Star Wallace, Bronte Mckeown, Ian Goodall-Halliwell, Louis Chitiz, Philippe Forest, Theodoros Karapanagiotidis, Bridget Mulholland, Adam Turnbull, Tamara Vanderwal, Samyogita Hardikar, Tirso RJ Gonzalez Alam, Boris C Bernhardt, Hao-Ting Wang, Will Strawson, Michael Milham, Ting Xu, Daniel S Margulies, Giulia L Poerio, Elizabeth Jefferies, Jeremy I Skipper, Jeffrey D Wammes, Robert Leech, Jonathan Smallwood

“…We found moments when experience sampling highlighted engagement with multi-sensory features of the film or highlighted thoughts with episodic features, regions of sensory cortex were more active and subsequent memory for events in the movie was better—on the other hand, periods of intrusive distraction emerged when activity in regions of association cortex within the frontoparietal system was reduced. …”
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Customizable pattern synthesis: a deep generative approach for lantern designs by Mengran Yan, Chun Tang, Jida Yan, Siti Suhaily Surip

“…Our research presents an innovative generative model that produces customizable lantern patterns, integrating classical aesthetics with modern design features via a generative adversarial network (GAN)-based framework. …”
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Quantitative analysis of dendritic branching pattern of large neurons in human cerebellum by Milošević Nebojša T., Ristanović Dušan, Marić Dušica L., Gudović Radmila, Krstonošić Bojana

“…So far, dendritic branches of four different kinds of large neurons of dentate nucleus, have been considered mainly qualitatively with no quantification of their morphological features. The aim of the study was to test the qualitative hypothesis that the human dentate nucleus is composed of various types of the large neurons by quantitative analysis of their dendritic branching patterns. …”
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Elastic Shifts: I/O Sequence Patterns of Ransomware and Detection Evasion by Il Hyeon Ju, Huy Kang Kim

“…The unique I/O behavior sequence patterns of such crypto-ransomware have been used as key features in ransomware detection. …”
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Reference dietary patterns in Portugal: Mediterranean diet vs Atlantic diet by Guiné Raquel P. F., Florença Sofia G., Amaral Ana Luisa, Costa Cristina A.

“…Portugal is influenced by the Atlantic Ocean to the west and the Mediterranean Sea to the south. Thus, the dietary patterns in Portugal include both the Mediterranean diet (MD) and the Atlantic diet (AD). …”
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Identifying the Comprehensive Consumer’s Post-Covid Behavioral Pattern in Meta Platform by Mahsa Akbari, Mostafa Bigdeli, Abbas khamseh

“…Given a limited understanding of post-COVID customer behavior on social media, this paper seeks to identify consumer behavioral patterns on Facebook and Instagram in the post-COVID era. …”
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Pan-Cancer Exome-wide analysis of germline mutational patterns and pathways by Halima Alnaqbi, Michael Olbrich, Noora Zayed, Mira Mousa, Sarah Azzam, Syed Hammad Tirmazy, Habiba Alsafar

“…This study highlights that the distinctive genetic composition of underrepresented groups influences the penetrance of pathogenic variants that could contribute to hereditary cancer risk in ways that diverge from patterns observed in more extensively researched cohorts.…”
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Street Patterns, Visual Permeability, and Spatial Accessibility of Downtown: The Case of Baghdad by Noor Hadi Alsaffar, Dhirgham Alobaydi

“…Pedestrian-friendly features to integrate in AlShorja combined with the principles of accessibility and navigability in Bab AlSharqi will, in turn, enhance urban vitality and connectivity. …”
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The pattern of the NOS isoforms expression in arcuate nucleus of hypothalamus in experimental hypertension by Yu. M. Kolesnyk, O. V. Gancheva, S. V. Tishchenko

“…Formation of the hypertension in ESM and SHR rats led to similar changes of the pattern of NOS isoforms expression. We found the significant increase of the IRM content to nNOS and iNOS, but decrease to eNOS. …”
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The clinicopathologic patterns of Hodgkin’s lymphoma in Lagos, Nigeria: A retrospective study by Nicholas Awodele Awolola, Olakanmi Ralph Akinde, Andrea Oludolapo Akinjo, Babatunde Akinola Bamigboye, Vincent Oluseye Osunkalu, Olugbende Obazee Ajayi

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