Zhou Yang
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View article: 18F-FDG PET-CT Imaging Characteristics of Penetrating Aortic Ulcers
18F-FDG PET-CT Imaging Characteristics of Penetrating Aortic Ulcers Open
Purpose This study analyzed 18F-FDG PET-CT imaging characteristics of penetrating aortic ulcers (PAUs) and evaluating its feasibility and diagnostic efficacy in clinical assessment. Methods In this retrospective study, patients diagnosed w…
View article: High-Efficiency PDLC Smart Films Enabled by Crosslinking Agent Optimization and MoS2 Nanosheets for Energy-Saving Windows
High-Efficiency PDLC Smart Films Enabled by Crosslinking Agent Optimization and MoS2 Nanosheets for Energy-Saving Windows Open
Polymer-dispersed liquid crystal (PDLC), as an electrically controlled dimming material, has broad application prospects in various fields, including smart glass, display technology, and optical devices. However, traditional PDLC materials…
View article: User to Video: A Model for Spammer Detection Inspired by Video Classification Technology
User to Video: A Model for Spammer Detection Inspired by Video Classification Technology Open
This article is inspired by video classification technology. If the user behavior subspace is viewed as a frame image, consecutive frame images are viewed as a video. Following this novel idea, a model for spammer detection based on user v…
View article: OneRec-V2 Technical Report
OneRec-V2 Technical Report Open
Recent breakthroughs in generative AI have transformed recommender systems through end-to-end generation. OneRec reformulates recommendation as an autoregressive generation task, achieving high Model FLOPs Utilization. While OneRec-V1 has …
View article: Breaking the Exploration Bottleneck: Rubric-Scaffolded Reinforcement Learning for General LLM Reasoning
Breaking the Exploration Bottleneck: Rubric-Scaffolded Reinforcement Learning for General LLM Reasoning Open
Recent advances in Large Language Models (LLMs) have underscored the potential of Reinforcement Learning (RL) to facilitate the emergence of reasoning capabilities. Despite the encouraging results, a fundamental dilemma persists as RL impr…
View article: Neural Correlates of Trial Outcome Monitoring during Long-term Learning in Primate Posterior Parietal Cortex
Neural Correlates of Trial Outcome Monitoring during Long-term Learning in Primate Posterior Parietal Cortex Open
Monitoring behavioral outcomes is crucial for optimizing behavior and learning new tasks. However, how the brain monitors outcome information during long-term learning remains largely unknown. Using two-photon calcium imaging in behaving m…
View article: Physician Practice Affiliation Drives Site of Care Cost Differentials: An Opportunity to Reduce Healthcare Expenditures
Physician Practice Affiliation Drives Site of Care Cost Differentials: An Opportunity to Reduce Healthcare Expenditures Open
The continued migration of physicians from independent practice to affiliation with larger entities has garnered significant scrutiny. These affiliation models include hospitals and health systems, payers and corporate entities, and manage…
View article: Time-dependent evolution of morphologies and lattice defects in hydrothermal synthesized ceria-zirconia solid solutions for catalytic combustion of diesel soot
Time-dependent evolution of morphologies and lattice defects in hydrothermal synthesized ceria-zirconia solid solutions for catalytic combustion of diesel soot Open
In this work, the physical-chemical and morphological evolution of CeO2-ZrO2 solid solutions caused by hydrothermal processing time, and its effects on catalytic diesel soot elimination were studied. SEM and TEM results show that the CeO2-…
View article: Socioeconomic status, health, subjective well-being and worries about healthcare accessibility among Chinese citizens—based on an age-gender-region stratified model
Socioeconomic status, health, subjective well-being and worries about healthcare accessibility among Chinese citizens—based on an age-gender-region stratified model Open
View article: Timp2-modified gelatinhydroxyphenylpropionic acid hydrogels reverse enhanced scleral recovery and suppress myopia development in mice
Timp2-modified gelatinhydroxyphenylpropionic acid hydrogels reverse enhanced scleral recovery and suppress myopia development in mice Open
View article: V2X-UniPool: Unifying Multimodal Perception and Knowledge Reasoning for Autonomous Driving
V2X-UniPool: Unifying Multimodal Perception and Knowledge Reasoning for Autonomous Driving Open
Autonomous driving (AD) has achieved significant progress, yet single-vehicle perception remains constrained by sensing range and occlusions. Vehicle-to-Everything (V2X) communication addresses these limits by enabling collaboration across…
View article: SeRL: Self-Play Reinforcement Learning for Large Language Models with Limited Data
SeRL: Self-Play Reinforcement Learning for Large Language Models with Limited Data Open
Recent advances have demonstrated the effectiveness of Reinforcement Learning (RL) in improving the reasoning capabilities of Large Language Models (LLMs). However, existing works inevitably rely on high-quality instructions and verifiable…
View article: A Scoping Review of Studies on Secure Messaging through Patient Portals: Persistent Challenges and the Promise of Human-Centered AI
A Scoping Review of Studies on Secure Messaging through Patient Portals: Persistent Challenges and the Promise of Human-Centered AI Open
Objectives Secure messaging (SM) has seen increasing adoption over the past decade, prompting growing interest in understanding its impact on healthcare delivery. This review synthesizes existing SM research by examining key topics, such a…
View article: Computational Use of Patient–Provider Secure Messaging Data to Achieve Better Clinical Efficiency and Quality of Communication: A Systematic Review
Computational Use of Patient–Provider Secure Messaging Data to Achieve Better Clinical Efficiency and Quality of Communication: A Systematic Review Open
Secure messaging (SM) between patients and providers has seen increasing adoption over the past decade, prompting development of computational methods to enable automation and research to enhance clinical efficiency and quality of communic…
View article: Exploiting Rigid Inorganic π‐Conjugated Units and Deprotonatable Organic π‐Conjugated Dimers for Enhanced Linear and Nonlinear Optical Properties
Exploiting Rigid Inorganic π‐Conjugated Units and Deprotonatable Organic π‐Conjugated Dimers for Enhanced Linear and Nonlinear Optical Properties Open
The design of nonlinear optical (NLO) crystals has captivated the interest of chemists, materials scientists, and physicists for many years. The organic–inorganic hybrid π – π stacking is an effective method to design high‐performance NLO …
View article: Integrated multi-omics analysis of metabolome and transcriptome profiles during bovine adipocyte differentiation reveals functional divergence of FADS2 isoforms in lipid metabolism regulation
Integrated multi-omics analysis of metabolome and transcriptome profiles during bovine adipocyte differentiation reveals functional divergence of FADS2 isoforms in lipid metabolism regulation Open
In summary, our research provides important resources and key candidate genes for a systematic understanding of the changes in gene expression and lipid metabolism during the process of fat deposition.
View article: Achieving high symmetry and significant optical anisotropy in a hybrid metal halide
Achieving high symmetry and significant optical anisotropy in a hybrid metal halide Open
View article: Prediction of critical cooling rate under rapid heating rate and short holding time for pearlitic rail steel
Prediction of critical cooling rate under rapid heating rate and short holding time for pearlitic rail steel Open
Critical cooling rate (Vc) is typically employed to assess the ability of forming martensite for pearlitic railway steels. Currently, the examination of Vc is normally conducted by dilatometry analysis under a fully austenitizing condition…
View article: Reconfigurable Ge<sub>2</sub>Sb<sub>2</sub>Te<sub>5</sub>/MoS<sub>2</sub> Heterojunction Photodetector with High‐Contrast Responsivity for Retinomorphic Vision Sensing
Reconfigurable Ge<sub>2</sub>Sb<sub>2</sub>Te<sub>5</sub>/MoS<sub>2</sub> Heterojunction Photodetector with High‐Contrast Responsivity for Retinomorphic Vision Sensing Open
Reconfigurable photodetectors are crucial for applications such as adaptive sensing and dynamic imaging. However, conventional devices based on materials such as silicon typically require external electric fields and additional memory unit…
View article: Controllable synthesis of alumina nanofibers with tunable crystal phases via a facile and cost-effective dealloying process
Controllable synthesis of alumina nanofibers with tunable crystal phases via a facile and cost-effective dealloying process Open
Owing to their unique mechanical properties and excellent thermal and chemical stability, Al2O3 nanofibers are highly desirable for practical applications as functional and structural building blocks. However, the scalable production of Al…
View article: Privacy-Preserving V2X Collaborative Perception Integrating Unknown Collaborators
Privacy-Preserving V2X Collaborative Perception Integrating Unknown Collaborators Open
Vehicle-to-everything (V2X) collaborative perception has recently gained increasing attention in autonomous driving due to its ability to enhance scene understanding by integrating information from other collaborators, e.g. vehicles or inf…
View article: Effects of Aging Treatment on the Microstructure and Mechanical Properties of Rene 41 Alloy and the Strengthening Mechanisms
Effects of Aging Treatment on the Microstructure and Mechanical Properties of Rene 41 Alloy and the Strengthening Mechanisms Open
Aging treatment plays a significant role in altering the mechanical properties of superalloys; however, the influences of aging on the mechanical performance of Rene 41 alloy and its strengthening mechanisms remain unclear. In this study, …
View article: Rising tide: the growing global burden and inequalities of early-onset type 2 diabetes among youths aged 15–34 years (1990–2021)
Rising tide: the growing global burden and inequalities of early-onset type 2 diabetes among youths aged 15–34 years (1990–2021) Open
View article: Sequencing-based Spatial Transcriptomics with scRNA-seq Sensitivity
Sequencing-based Spatial Transcriptomics with scRNA-seq Sensitivity Open
The advent of spatial transcriptomics has dramatically expanded our ability to study the vast network of cell-cell interactions at the molecular level in tissue. Among current methods, sequencing-based approaches have great potential in di…
View article: Investigation of a Physical Model for the Reverse Recovery Characteristics of PT-PIN FRD with a Buffer Layer
Investigation of a Physical Model for the Reverse Recovery Characteristics of PT-PIN FRD with a Buffer Layer Open
As application conditions become increasingly demanding and usage becomes more aggressive, the performance of traditional insulated gate bipolar transistor (IGBT) and fast recovery diode (FRD) systems can no longer meet the required specif…
View article: Sequencing-based Spatial Transcriptomics with scRNA-seq Sensitivity
Sequencing-based Spatial Transcriptomics with scRNA-seq Sensitivity Open
The advent of spatial transcriptomics has dramatically expanded our ability to study the vast network of cell-cell interactions at the molecular level in tissue. Among current methods, sequencing-based approaches have great potential in di…
View article: Structural Design and Testing of a Corn Header for Soybean–Corn Intercropping
Structural Design and Testing of a Corn Header for Soybean–Corn Intercropping Open
In response to the issues that existing corn headers are not only unsuitable for harvesting under the strip intercropping mode of soybeans and corn but also have the problems of being heavy and causing high harvest losses, a new type of he…
View article: Exploration of the feasibility of clinical application of phage treatment for multidrug-resistant <i>Serratia marcescens</i> -induced pulmonary infection
Exploration of the feasibility of clinical application of phage treatment for multidrug-resistant <i>Serratia marcescens</i> -induced pulmonary infection Open
Serratia marcescens (S. marcescens) commonly induces refractory infection due to its multidrug-resistant nature. To date, there have been no reports on the application of phage treatment for S. marcescens infection. Th…
View article: Comprehensive Characterization of Chemical Components in Wenjing Decoction by Off-Line Two Dimensional Liquid Chromatography-High Resolution Mass Spectrometry and Gas Chromatography-Mass Spectrometry
Comprehensive Characterization of Chemical Components in Wenjing Decoction by Off-Line Two Dimensional Liquid Chromatography-High Resolution Mass Spectrometry and Gas Chromatography-Mass Spectrometry Open
View article: Trials of a drug release platform in near-spherical porous NiTi alloys containing a thermosensitive hydrogel as the inner coating
Trials of a drug release platform in near-spherical porous NiTi alloys containing a thermosensitive hydrogel as the inner coating Open
This study presents a preliminary investigation of porous NiTi scaffolds with controllable porosity via MIM-PSH, loaded with rapamycin thermosensitive hydrogel for in vitro drug release, SMC inhibition, and in vivo inhibition of intimal hy…