Lei Ma
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Articles by Lei Ma
Programming Multi-Timescale Carrier Dynamics in Circularly Polarized Light Photodetectors for Polarization Neuromorphic Vision
Conflicts of Interest The authors declare no conflicts of interest. Data Availability Statement The data that support the findings of this study are available from the corresponding author upon reasonable request. Supporting Information Filename Description adfm79045-sup-0001-SuppMat.docx21.8 MB Supporting File: adfm79045-sup-0001-SuppMat.docx.
Machine learning models for predicting thermal conductivity of nano‑enhanced phase-change materials
Abstract The low thermal conductivities of phase-change materials (PCMs) remain a major obstacle to their efficient application in thermal energy storage. Nano‑enhanced phase-change materials (NEPCMs) present a promising alternative; therefore, accurate prediction of their thermal conductivities is of great importance.
Coordination of drought-adaptive root growth plasticity through auxin homeostasis by the ZmSPL12– ZmYUC5 module in maize
Introduction Drought is the most damaging environmental stressor causing a global average annual yield loss of 19.18% in maize (Zea mays L.; Guo et al., 2016), the world's highest-yielding cereal crop (Ahuja et al., 2010; McElwain, 2018; Sun & Fernie, 2024). Climate change is intensifying the frequency and severity of drought events (Tang et al., 2025), while agricultural water demand is projected to double by 2050 amid a sharp decline in freshwater resources (Gupta et al., 2020).
Haematological toxicity associated with antineoplastic drugs: a pharmacovigilance analysis based on the FDA adverse event reporting system database
Abstract Background: Antineoplastic drugs are effective for malignant tumours, but they frequently cause severe adverse drug reactions (ADRs), which seriously affect treatment continuity and patient prognosis. Post - marketing real - world safety monitoring is therefore critical. Methods: We conducted a retrospective pharmacovigilance study using FAERS (FDA Adverse Event Reporting System) data covering the period from 2004 Q1 to 2025 Q4.
Multi-omics profiling reveals gene signatures and therapeutic targets in HER2-guided gastric cardia adenocarcinoma patients
Abstract Therapeutic targets for gastric cardia adenocarcinoma (GCA), particularly for HER2-negative patients, are lacking. Here, we conducted multi-omics profiling on 128 GCA patients using mass spectrometry, whole-exome sequencing, RNA-Seq, scRNA-Seq and spatial transcriptomics. Based on HER2 expression levels, we categorized patients into HER2-high, -low, and -negative groups and confirmed the favorable prognostic significance of HER2.
Algorithmic identity performance: self-censorship and the politics of visibility on Chinese short-video platforms
Abstract Short-video creators on China’s Douyin face a visibility dilemma: algorithms distribute attention and mediate income opportunities, while moderation and reporting make acceptable expression uncertain. Existing scholarship has extensively examined censorship in China, but less is known about how creators translate layered constraints into routine production decisions and identity work.
Design and Applications of Metal Cutting and Manufacturing Virtual Simulation Experiment in Mechanical Engineering Education
Conflicts of Interest The authors declare no conflicts of interest. Data Availability Statement All data included in this study are available upon request by contact with the corresponding author. References 1, “Intelligent Manufacturing: The Main Focus of ‘Made in China 2025’,” China Mechanical Engineering 26, no. 17 (2015): 2273–2284. 2, , and , “Application of Virtual Simulation Technology in Mechanical Manufacturing Experimental Teaching,” Experimental Technology and Management 38, no.
Exosomal gene-based predictive model and therapeutic target identification for Alzheimer’s disease: A bioinformatics analysis
Loading metrics Open Access Peer-reviewed Research Article Citation: Ma L, Wang D, Li Z, Ye G, Chen M (2026) Exosomal gene-based predictive model and therapeutic target identification for Alzheimer’s disease: A bioinformatics analysis. PLoS One 21(7): e0354014. https://doi.org/10.1371/journal.pone.0354014 Editor: Amr Ahmed El-Arabey, Al-Azhar University / King Khalid University, EGYPT Received: September 7, 2025; Accepted: July 2, 2026; Published: July 20, 2026 Copyright: © 2026 Ma et al.
Using capnographic changes to assess pulmonary perfusion impairment during pulmonary surgery: animal experiments and clinical studies
Abstract We first reported a characteristic “chair-back” capnogram with an α angle < 90° during sleeve lobectomy, suggesting impaired pulmonary artery perfusion. However, whether this waveform can be consistently reproduced in the setting of pulmonary artery perfusion impairment and the possible factors contributing to its appearance remain unclear. This study comprised one animal experiment and two clinical investigations.
Computer Science > Software Engineering
As Code Large Language Models (LLMs) become central to modern software engineering, their inherent stochasticity poses significant real-world risks, where even minor errors can lead to severe functional, security, or safety consequences. Reliable automation, therefore, demands the ability to distinguish between confident, well-supported predictions and stochastic guessing.
Case Report: Dupilumab-associated ulcerative colitis: elucidating the pathomechanistic link between Th2 blockade and Th17 polarized intestinal inflammation
Abstract While dupilumab is highly effective in managing moderate-to-severe atopic dermatitis (AD) through targeted IL-4/IL-13 receptor antagonism, its broader immunomodulatory effects warrant careful clinical scrutiny. We report the case of a 63-year-old male who developed ulcerative colitis (UC) following dupilumab therapy.
Virtual Simulation of Intelligent Production Lines Using Unity3D: Development and Educational Evaluation
Conflicts of Interest The authors declare no conflicts of interest. Data Availability Statement The data that support the findings of this study are available from the corresponding author upon reasonable request. References 1, Research on Multi-objective Scheduling and Dynamic Scheduling of Mixed-flow Production Assembly Workshop in Automobile (Chongqing University, 2024).
Towards the construction of a virtual yeast
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Abstract To advance the computational simulation of cellular life, we propose a virtual yeast, an artificial intelligence (AI)-driven agent that models eukaryotic cellular behaviours by integrating multimodal biological data, mechanistic reasoning and active experimentation using Saccharomyces cerevisiae as a genetically tractable and data-rich model system.
By Liujia Qian, Zizhuo Zhou, Peijie Zhou, Zhen Dong, Xudong Zhang, Zhangyang Gao, Siqi Sun, Kevin Roy, Shuaiyao Wang, Nicola Zamboni, Charles Boone, Michael Costanzo, Jianzhe Li, Gianni Liti, Jia-Xing Yue, Markus Ralser, Evan Williams, Mattia Zampieri, Heng Jiang, Tailin Wu, Yalin Wang, Feiran Li, Joseph Schacherer, Rui Sun, Zhaoxing Li, Yaming Deng, Yi Chen, Zhiping Xie, Huiqiang Lou, Xiaowen Wang, Linhai Xie, Liangyi Chen, Kai Lei, George Rosenberger, Xue Cai, Yingrui Wang, Qi Xiao, Huaizong Shen, Gaowen Liu, Lei Ma, Brenda Andrews, HUI LU, Kiryl D. Piatkevich, Yi Zhu, Lei Bai, Yizhi Cai, Yuping Chen, Ge Gao, Fuchu He, Luonan Chen, Stan Z Li, Hongwu Ma, Liang Qiao, Lars M. Steinmetz, Tang K. Tang, Xiaofan Zhang, JING YANG, Yifan Yang, Kaicheng Yu, Jianyang Zeng, Yefeng Zheng, Bowen Zhou, Tiannan Guo, Zhenwu Dai, Leihan Tang
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Nature
Verified
Food allergy in preschool children in Qingdao, China: a cross-sectional study
Abstract Background: Food allergy (FA) is a common childhood condition, and its global prevalence has risen over the past two decades. Methods: A cross-sectional study was conducted between April and July 2025, involving 461 preschool children in Qingdao, China. Data were collected by means of a self-administered questionnaire completed by parents or guardians. Results: Among the 461 participating preschool children, 60 (13.0%) were diagnosed with FA.
Hermes Agent Beats OpenClaw
Just as OpenClaw found itself beleaguered on all sides, Hermes Agent made its quiet yet powerful debut. Open-sourced in late February 2026 by the Silicon Valley-based team Nous Research, this AI Agent project leveraged a fundamentally different design philosophy to overtake OpenClaw in a remarkably short span of time.
Why AI Claimed Software Developers First: The Counterintuitive Reality
*Reason 1: Programming is the "Cleanest" Form of Language * What makes a language "clean"? Natural languages (like Chinese or English) are inherently ambiguous: • "I almost didn't make it" — Did I succeed or fail? • "Wear as much as you can" — Is it freezing winter or a scorching summer? Programming languages operate on an entirely different logic: # This statement has only one possible meaning def add(a, b): return a + b # Inputting 2 and 3 will always, without exception, output 5.
An Active Film Based on Glutaraldehyde-Cross-Linked Polyvinyl Alcohol and Tea Polyphenol Microcapsules: Application in the Controlled-Release Preservation of Blueberries
Conflicts of Interest The authors declare no conflicts of interest. Data Availability Statement The data supporting the findings of this study are included within the . Supporting Information Filename Description pts70090-sup-0001-Supporting_Information.docxWord 2007 document , 167.2 KB Table S1: Response surface optimization experimental factors and levels table. Figure S1: Gallic acid standard curve. Table S2: Sensory evaluation measurement.
PrefGAN-BERT: integrating direct preference optimization into semi-supervised GAN-BERT for robust text classification
Abstract Semi-supervised learning (SSL) has shown promise for text classification under limited labeled data, yet existing methods often suffer from unstable adversarial training and inefficient utilization of unlabeled data. To address these challenges, this paper proposes PrefGAN-BERT, a novel framework that integrates Direct Preference Optimization (DPO) into the semi-supervised GAN-BERT architecture.
Mechanical behavior of functionally zoned hybrid intracranial stent integrating laser-cut and braided architectures
Abstract A novel functionally zoned hybrid intracranial stent is proposed to resolve the multifaceted mechanical limitations of existing designs by heterogeneously integrating a laser-cut anchoring segment with a braided section via interwoven filaments traversing precision-machined holes.
Regulation of the AKT/P53 signaling pathway by translated control tumor protein inhibits apoptosis and promotes hyperplasia of the mammary glands
Abstract This study aims to explore the mechanism by which the Translationally controlled tumor protein (TCTP) promotes hyperplasia of the mammary glands (HMG). In this study, the TCTP (Tpt1flox/flox) and TCTP (Tpt1KI/KI) gene mice were respectively mated with MMTV-Cre to obtain mice withmammary glands-specific TCTP knockout (TCTP cKO) and overexpression (TCTP KI). Prepare the HMG animal model by using estrogen combined with progesterone.
Immune‐mediated platelet refractoriness: Mechanisms, diagnostics, and therapeutic breakthroughs
CONFLICT OF INTEREST STATEMENT The authors have no competing interests. DATA AVAILABILITY STATEMENT Data sharing not applicable to this article as no datasets were generated or analysed during the current study. REFERENCES 1, , , et al. Coagulation factor XIIIa and activated protein C activate platelets via GPVI and PAR1. Int J Mol Sci. 2022; 23(18): 10203. 2, , , et al. Evaluation of critical care burden following traumatic injury from two randomized controlled trials. Sci Rep. 2023; 13(1): 1106. 3, , .
MRI-based habitat radiomics for preoperative prediction of axillary pathological complete response in breast cancer after neoadjuvant therapy: a multicenter study
Abstract Purpose: To develop and validate a preoperative MRI-based habitat radiomics nomogram for noninvasive prediction of axillary pathological complete response (apCR) after neoadjuvant therapy (NAT) in node-positive breast cancer. Patients and methods: This retrospective multicenter study included patients with histologically confirmed node-positive breast cancer from two institutions who underwent pretreatment breast MRI.
Копирование сделок торгового сигнала Sniper Turbo для MetaTrader 4
Счет История сделок Статистика Риски Проскальзывание Отзывы Новости Авторизуйтесь или зарегистрируйтесь и получите доступ к текущим сделкам поставщика Средства Просадка Всего трейдов: 133 Прибыльных трейдов: 84 (63.15%) Убыточных трейдов: 49 (36.84%) Лучший трейд: 199.82 USD Худший трейд: -253.92 USD Общая прибыль: 2 839.45 USD (325 873 pips) Общий убыток: -1 793.08 USD (268 863 pips) Макс. серия выигрышей: 16 (305.09 USD) Макс.
Canadian net forest CO2 uptake enhanced by heat drought via reduced respiration - Nature Geoscience
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Abstract The response of net forest carbon uptake to warm extremes remains elusive. The year 2023 was at the time ‘the hottest year on record’ globally, with Canada’s forests experiencing warm anomalies of above 2 °C and unprecedented drought and wildfires, providing a unique case to examine the response of boreal forest net carbon uptake to climate extremes.
By Guanyu Dong, Fei Jiang, Yongguang Zhang, Weimin Ju, Shilong Piao, Philippe Ciais, Wouter Peters, Ingrid T. Luijkx, Junjie Liu, Frédéric Chevallier, Ning Zeng, Shamil Maksyutov, M. Altaf Arain, Alan BaRr, Alan Barr, Yuanyuan Huang, Chao Yue, Wenping Yuan, Liangyun Liu, Lei Fan, Xu Yue, Jingfeng Xiao, Xing Li, Stephen Sitch, Pierre Friedlingstein, Michael O’Sullivan, Jürgen Knauer, Daniel Kennedy, Lei Ma, Peter Thornton, Tobias Nützel, Qing Sun, Sönke Zaehle, Etsushi Kato, Mousong Wu, Jun Wang, Lingyu Zhang, Yuanyuan Zhang, Dayang Zhao
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Nature
Verified
Metformin‐Based Covalent Organic Frameworks With Excellent Biosafety and High Efficiency against Pathogenic Microorganisms
1 Introduction Infectious diseases caused by pathogenic microorganisms such as bacteria and viruses continue to pose a persistent threat to global public health security [1-3]. The emergence of novel pathogens and the exacerbation of antibiotic resistance have made the development of highly efficient non-pharmacological antimicrobial strategies that are less prone to inducing resistance particularly urgent [4-7].
El impacto de los ritmos de la música folclórica en la calidad de los movimientos de danza y aptitud física
Ayuda Buscar en la ayuda Buscar en la ayuda El impacto de los ritmos de la música folclórica en la calidad de los movimientos de danza y aptitud física [1] Heze University Localización: Revista Internacional de Medicina y Ciencias de la Actividad Física y del Deporte, ISSN-e 1577-0354, Vol. 25, Nº. 100, 2025, págs.
Geochemical and Isotopic Fingerprint-Based Identification of Sulfate Source Regional Characteristics and Evolution of Groundwater Impacted by Acid Mine Drainage (AMD) from a Nonferrous Metal Mining Area
Abstract Click to copy section linkSection link copied! Identifying hydrochemical processes in groundwater systems is a critical prerequisite for implementing pollution abatement in high-sulfur nonferrous metal mining areas. However, the sulfate sources and evolution mechanisms remain unclear due to complex hydrogeological conditions and intense anthropogenic disturbances.
A PRC-PI APF control method for improving power quality and harmonic suppression in substations
1State Grid Henan Electric Power Research Institute, Zhengzhou, China 2School of Mechanical and Electrical Engineering, China University of Mining & Technology-Beijing, Beijing, China Introduction: Nonlinear loads in substations cause current distortion, increased harmonics, and reactive power, leading to power quality degradation and energy inefficiency.
Anomalously enhanced diffusivity of moiré excitons via manipulating the interplay with correlated electrons - Nature Communications
Abstract Semiconducting transition metal dichalcogenide (TMDC) moiré superlattices provide an unprecedented platform for manipulating excitons. The in-situ control of moiré excitons could enable novel excitonic devices but remains challenging. Meanwhile, as dipolar composite bosons, interlayer excitons in the type-II aligned TMDC moiré superlattices exhibit strong interactions with fermionic charge carriers.
Comprehensive Genome‐Wide Analysis of Shared Genetic Factors in Gastrointestinal and Neurodegenerative Diseases
1 Introduction Gastrointestinal (GI) diseases constitute a spectrum of disorders that have a significant impact on health systems and society. These diseases, particularly functional GI disorders such as irritable bowel syndrome (IBS) and functional dyspepsia, affect up to 40% of the population, but their symptoms are often difficult to explain by organic factors.
Integrated metabolomic and transcriptomic analyses identify MYB genes regulating key metabolites and agronomic traits in upland cotton Gossypium hirsutum | Nature Genetics
Abstract Understanding early embryonic development is fundamental for unraveling plant cell differentiation and organogenesis. Here we integrate multiomics data from 403 upland cotton ovules to identify 2,960 metabolic quantitative trait loci and 24,485 expression quantitative trait loci. A key locus, ME_A07, influencing 252 known metabolite levels and expression of 4,293 genes, with the MYB gene GhTT2_A07 identified as central regulator, potentially regulated by a 520 kb inversion.
Development of a Unity3D‐Based Virtual Simulation Tool for Hydrogen Fuel Cell Performance Testing in Engineering Education
Conflicts of Interest The authors declare no conflicts of interest. References 1, , and , “Reform and Exploration of Fire System Engineering Teaching in Virtual Simulation Environment,” Xueyuan 13, no. 12 (2020): 85–86. 2, , , , , and , “Constructing Reality: A Study of Remote, Virtual, and Physical Labs,” ACM Transactions on Computer-Human Interaction (TOCHI) 14, no. 2 (2007).
Advances in proton therapy technology and global clinical applications
1 Introduction The physical characteristic of the Bragg peak in proton therapy enables the precise concentration of radiation dose within the tumor target while maximizing the protection of surrounding healthy tissues (1–3). Unlike photon (X-ray) radiotherapy, which exhibits exponential attenuation in human tissues and delivers unnecessary radiation dose to surrounding tissues, the proton beam loses energy slowly upon entering the body, releasing most of its energy near the end of its range.
Design and Development of a Cylinder Head Production Line Virtual Simulation Cognition System Based on Unity3D
Conflicts of Interest The authors declare no conflicts of interest. References 1, “Intelligent Manufacturing-The Main Focus of ‘Made in China 2025’,” China Mechanical Engineering 26, no. 17 (2015): 2273–2284. 2 Ministry of Industry and Information Technology, Ministry of Education, Ministry of Culture and Tourism, et al. Action Plan for the Integrated Development of Virtual Reality and Industry Applications (2022–2026) (MIIT Lian Dianzi [2022] No. 148) [EB]. 2022.
Копирование сделок торгового сигнала Day Trade 2025 для MetaTrader 5
Авторизуйтесь или зарегистрируйтесь и получите доступ к текущим сделкам поставщика Средства Просадка Всего трейдов: 0 Прибыльных трейдов: 0 (0.00%) Убыточных трейдов: 0 (0.00%) Лучший трейд: 0.00 USD Худший трейд: 0.00 USD Общая прибыль: 0.00 USD Общий убыток: 0.00 USD Макс. серия выигрышей: 0 (0.00 USD) Макс. прибыль в серии: 0.00 USD (0) Коэффициент Шарпа: 0.00 Торговая активность: n/a Макс.
Investigating the Impact of Aspartame on Ulcerative Colitis Through Network Toxicology and Molecular Docking
1 Introduction Ulcerative colitis (UC) is a chronic inflammatory condition that primarily affects the rectum and colon (Ungaro et al. 2017). As of 2023, the estimated global prevalence of UC is approximately 5 million cases, with a rising incidence observed worldwide (Le Berre et al. 2023).
Strong-interaction-driven quadrupolar-to-dipolar exciton transitions in a trilayer moiré superlattice - Nature Photonics
Abstract The additional layer degree of freedom in trilayer moiré superlattices of transition metal dichalcogenides enables the emergence of novel excitonic species, such as quadrupolar excitons, which exhibit unique excitonic interactions and hold promise for realizing intriguing excitonic phases and their quantum phase transitions.
Crystal Plane Engineering in Ni-Rich Layered Cathodes LiNixCoyMn1-x-yO2(NCM, x ≥ 0.6): A Comprehensive Review
Abstract Click to copy section linkSection link copied! High-nickel layered LiNixCoyMn1–x–yO2 (NCM, x ≥ 0.6) cathodes are promising for high-energy lithium-ion batteries but face challenges in structural stability and interfacial dynamics. Key limitations include irreversible phase transitions induced by oxygen loss, concentration polarization resulting from lithium-ion diffusion anisotropy, and surface instability arising from highly reactive facets such as {104}.
Elucidation of the Hemostatic and Anti‐Inflammatory Effects of Walnut Shell Ethanol Extract by Network Pharmacology and Experimental Verification
1 Introduction Wound healing is a complex and dynamic process typically divided into four stages: hemostasis, inflammation, tissue formation, and remodeling. Each stage is highly coordinated with the others (Lindley et al. 2016). Upon skin injury, the tissue isolates the affected area from the environment by forming clots to prevent excessive bleeding. In this initial phase, known as hemostasis, the coagulation cascade is activated.
Копирование сделок торгового сигнала Trader K для MetaTrader 4
Авторизуйтесь или зарегистрируйтесь и получите доступ к текущим сделкам поставщика Средства Просадка Всего трейдов: 0 Прибыльных трейдов: 0 (0.00%) Убыточных трейдов: 0 (0.00%) Лучший трейд: 0.00 USD Худший трейд: 0.00 USD Общая прибыль: 0.00 USD Общий убыток: 0.00 USD Макс. серия выигрышей: 0 (0.00 USD) Макс. прибыль в серии: 0.00 USD (0) Коэффициент Шарпа: 0.00 Торговая активность: n/a Макс.
The Role of Mitochondrial Dysfunction and Inflammatory Response in the
Back to Journals » Journal of Inflammation Research » Volume 18 Review Sepsis and Systemic Inflammation Authors Liu AB, Wang S, Shen Y, Ma L, Zhang JF Received 9 July 2025 Accepted for publication 19 October 2025 Published 30 October 2025 Volume 2025:18 Pages 15207—15235 DOI https://doi.org/10.2147/JIR.S552730 Checked for plagiarism Yes Review by Single anonymous peer review Peer reviewer comments 2 Editor who approved publication: Dr Anh Ngo An-Bu Liu,1– 3 Sheng Wang,4 Yue Shen,4 Lei Ma,1...
Счет История сделок Статистика Риски Проскальзывание Отзывы Новости Авторизуйтесь или зарегистрируйтесь и получите доступ к текущим сделкам поставщика Средства Просадка Всего трейдов: 9 Прибыльных трейдов: 5 (55.55%) Убыточных трейдов: 4 (44.44%) Лучший трейд: 3.20 USD Худший трейд: -9.28 USD Общая прибыль: 9.62 USD (1 014 pips) Общий убыток: -11.74 USD (1 132 pips) Макс. серия выигрышей: 4 (8.80 USD) Макс. прибыль в серии: 8.80 USD (4) Коэффициент Шарпа: -0.05 Торговая активность: 100.00% Макс.
Счет История сделок Статистика Риски Проскальзывание Отзывы Новости Авторизуйтесь или зарегистрируйтесь и получите доступ к текущим сделкам поставщика Средства Просадка Всего трейдов: 9 Прибыльных трейдов: 5 (55.55%) Убыточных трейдов: 4 (44.44%) Лучший трейд: 3.17 USD Худший трейд: -10.08 USD Общая прибыль: 9.46 USD (1 012 pips) Общий убыток: -12.30 USD (1 205 pips) Макс. серия выигрышей: 4 (8.67 USD) Макс. прибыль в серии: 8.67 USD (4) Коэффициент Шарпа: -0.07 Торговая активность: 84.51% Макс.
Diagnostic value of nanopore-based metagenomic third-generation sequencing in the diagnosis of Pneumocystis jirovecii infection in patients with lung cancer
Article metrics loading... /content/journal/jmm/10.1099/jmm.0.002031 Download as PowerPoint /deliver/fulltext/jmm/74/7/jmm002031.html?itemId=/content/journal/jmm/10.1099/jmm.0.002031&mimeType=html&fmt=ahah References Catherinot E, Lanternier F, Bougnoux M-E, Lecuit M, Couderc L-J et al. Pneumocystis jirovecii pneumonia. Infect Dis Clin North Am 2010; 24:107–138 [View Article] [PubMed] [Google Scholar] Fishman JA, Gans H.
Cost-effective instruction learning for pathology vision and language analysis - Nature Computational Science
Abstract The advent of vision–language models fosters interactive conversations between artificial intelligence-enabled models and humans. However, applying these models in the clinic faces challenges related to large-scale training data as well as financial and computational resources. Here we propose CLOVER, a cost-effective instruction learning framework for conversational pathology.
Comparison of Biportal Endoscopic Technique and Conventional Unilateral Laminectomy for Bilateral Decompression (ULBD) for Multi‐Level Degenerative Lumbar Spinal Stenosis in Elderly People
1 Introduction Degenerative lumbar spinal stenosis was blamed for low back pain and leg pain and numbness in the elderly, which often leads to neurogenic claudication, seriously affecting the walking ability of elderly patients and reducing the quality of life of patients [1, 2].
Inverse reinforcement learning for discrete-time nonlinear systems: applications in circuits and systems
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A Neural Network-Based Feature Recognition Method in Adaptive Refinement for the Efficient Reynolds Equation Solving
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